RELEASE NOTES

🚀 Release Notes: Orbital Drift Suite, Page Fit Enhancements, Ask Integration, Bulk Content Generation & Embedding Upgrades

🔭 Orbital Drift Suite

The Orbital Drift Suite helps you understand how well your content aligns with your core topics—and gives you AI-powered tools to realign content at the chunk level.

It includes:

1. Orbital Drift Visualizer – diagnose drift across your entire site
2. Orbital Drift Stabilizer – fix drift using AI Assist

1) Orbital Drift Visualizer

See which pages reinforce your brand—and which drift away.

The Visualizer measures the semantic distance between each page and your website’s core embedding centroid, placing pages into:

• Core
• Focus
• Expansion
• Peripheral

You get a full-site perspective on topic alignment, supported by an interactive radial visualization and page-level insights.

2) Orbital Drift Stabilizer

Fix drift precisely—one chunk at a time, with AI.

The Stabilizer breaks your content into semantic chunks and helps you realign them using embeddings and AI Assist.

Choose what to realign:

• A webpage’s top embedding cluster
• Custom content you paste
• A specific embedding chunk from any page

Choose your alignment anchor:

• Your website’s top embedding cluster centroid
• Any custom anchor you provide

AI Assist will:

• Re-align content toward your chosen anchor
• Improve topical consistency
• Preserve meaning while tightening focus

🥇 How Market Brew’s Drift Workflow Compares to Competitors

• Drift Measurement
Competitors: Requires exports + multiple tools
Market Brew: Fully native
Eliminates setup and external dependencies

• Core Topic Detection
Competitors: Manually defined
Market Brew: Automatically computed from embeddings
Data-driven brand identity

• Visualization
Competitors: Static, limited views
Market Brew: Interactive + chunk-aware
Faster, deeper diagnosis

• Insight Quality
Competitors: Manual interpretation
Market Brew: Automated insights
Scales across large sites

• Fixing Drift
Competitors: Manual rewriting
Market Brew: AI-powered realignment
Diagnose → fix in minutes

• Workflow Integration
Competitors: Fragmented across several tools
Market Brew: Seamless (Visualizer → Stabilizer → Booster)
Complete closed-loop optimization

Market Brew doesn’t just show drift—it helps you correct it.

🧭 Website Embedding Listing Enhancements

The Website Embedding Listing now includes:

• Drift scores for every embedding
• Sorting and filtering by drift, similarity, cluster, or URL
• Clicking any drift score opens the Orbital Drift Stabilizer
• A “View Page-Level Drift” button to open the full Visualizer

This screen now acts as a central hub for diagnosing and correcting semantic drift.

🔎 Page Fit Scoring Across Ask, AI Overviews Visualizer & AI Overviews Author

Page Fit scoring is now available across both major AI Overview tools, giving you full visibility into how well your content matches user intent.

AI Overviews Visualizer

The Page Fit section shows:

• Minimum, average, and maximum Page Fit
• Detailed Page Fit per page
• Clear explanations of what Page Fit means
• Direct links into the Orbital Drift Stabilizer to improve topical alignment

This helps you understand why certain pages are selected—or not selected—in AI Overview results.

AI Overviews Author

The Author tool has been upgraded for a better editing experience:

UX Enhancements

• Cleaner input areas for testing new content
• Improved layout for readability and guidance
• Clearer indicators of how changes affect Page Fit

Page Fit Integration

Just like the Visualizer, the Author now shows Page Fit for the content you’re modifying—allowing you to test, adjust, and re-score content instantly.

Direct Drift Fixing

Both tools now provide one-click links to open the Orbital Drift Stabilizer with:

• The page’s top embedding cluster, or
• Specific problematic chunks preloaded and ready to be realigned.

🤖 Ask Integration: Fix Drift and Page Fit With One Click

Ask now includes:

✔ Chunk-level links

Link from specific low-scoring embeddings directly to the Orbital Drift Stabilizer.

✔ Page-level links

Fix overall Page Fit by aligning the top embedding cluster via the Stabilizer.

This creates a full corrective workflow:

Ask → Identify → Drift Stabilizer → Realign → Ask → Re-score

📝 Bulk Content Booster Generation

To generate multiple Content Boosters quickly:

How to access

Go to the Content Booster listing screen and click “Bulk Create.”

What you can do

• Paste a list of keywords
• Select a Booster configuration
• Optionally specify a target website
• Generate all boosters with one action

A major upgrade for content teams, VARs, and agencies.

‍1. New Pathway for Testing Existing Content (Content Booster → AI Overviews Author)

Many users told us they didn’t always want to generate brand-new content—often they simply wanted to improve what already exists.

We’ve now added a streamlined pathway that lets content writers:

• Take any existing or recently generated content
• Send it directly into the AI Overviews Author
• Test changes with embeddings
• Compare multiple versions of the content
• Publish updates confidently

This makes Market Brew far more flexible for teams who iterate on existing pages instead of creating from scratch. It also future-proofs workflows now that AI Overviews behavior requires frequent, incremental updates.

Result: Writers can now improve, test, and validate content faster—without being forced into a full Content Booster workflow.

2. Top Tasks Now Reflect “Remaining Work” After Recrawls

Now that "Top Tasks" is becoming a core navigation system for Market Brew users, we identified a gap:

The Top Tasks list didn’t change after work was completed and a recrawl was performed.

Teams needed:

• A clearer sense of which Top Tasks still need attention
• A way to understand progress toward task completion across all Ranking Blueprints
• A more dynamic, real-time prioritization list that updates after every crawl

✅ What’s new

We’ve added a new layer to Top Tasks that surfaces:

• % Completion for each Top Task based on points earned vs. points remaining
• Dynamic reprioritization so Top Tasks reorder based on remaining points, not just total points
• A clearer distinction between:
  • Tasks that mattered before work was done
  • Tasks that still matter after the most recent recrawl

Why this matters

Users can now:

• See at a glance which tasks are actually worth working on next
• Understand how much impact they've already created
• Avoid clicking into multiple Ranking Blueprints to check progress manually
• Follow an always-up-to-date list of “What to do next?”

This effectively turns Top Tasks into a real-time mission scoreboard:
Every time the crawler runs, your task priorities re-rank automatically based on remaining o

Result: Top Tasks becomes an active, living prioritization system, not a static list.

Summary

This release gives users two major upgrades:

✔ Content teams can now test and refine existing content effortlessly

✔ SEO teams get a dynamic Top Tasks system that updates automatically after each crawl

Both features push Mission Control closer to becoming a fully automated SEO operations center—where users always know what to do next and have the tools to validate every change.

🚀 Release Notes: Top Tasks Enhancements – Sorting, Deep Linking, Role Access, and Date Filters

We’ve added another set of improvements to the Top Tasks system to make it even more insightful, actionable, and aligned with how ranking factors shift over time.

These updates extend the diagnostic power of Market Brew’s Ranking Blueprints and Mission Plans, helping you see not just what to fix—but when Google begins to prefer different ranking factors.

🔧 1. Sort Tasks by Occurrences or Points

You can now sort the Task Listing by:

• Most Occurrences
• Highest Total Points
• Highest Average Points

This makes it easy to spot the issues that appear most frequently across your templates, as well as those that deliver the greatest ranking impact.

📅 2. Filter Top Tasks by Date Range

Top Tasks now supports date filtering, allowing you to view rankings insights over specific time intervals.

Use this to track:

• How Google’s weighting of certain ranking factors changes month-to-month
• Which issues increase or decrease in importance over time
• Emerging patterns in Core Web Vitals, page structure, content alignment, and embedding-based scores
• Seasonal or algorithmic shifts in factor preferences

This gives you real visibility into trendline SEO—not just static snapshots.

🔗 3. Click Any Task to Dive Straight Into the Optimization List

Every task type is now clickable.

Clicking a task takes you directly to the Optimization Tasks page, automatically filtered to show only that task type across all relevant Ranking Blueprints.

This creates a seamless workflow from discovery → investigation → action.

🧑‍🚀 4. Expanded Access for Flight Engineer and God Mode

Top Tasks is now fully accessible to:

Flight Engineer

Gives operations teams and agency partners the ability to diagnose patterns across templates and Mission Plans.

God Mode

Full visibility across the entire account, enabling deep audits, template-level pattern detection, and site-wide prioritization.

Together, these enhancements turn Top Tasks into a powerful SEO intelligence system—one that shows not just where your site stands, but how the search landscape is shifting underneath it.

🚀 Release Notes: Top Tasks Enhancements

We’ve expanded how Market Brew surfaces high-impact optimization opportunities by introducing Top Tasks at both the Mission Plan level and the Mission Control (account) level. These updates make it dramatically easier to identify structural issues, prioritize work, and understand which SEO tasks will yield the largest improvements across your site.

1. Mission Plan — Top Tasks by Mission Plan

Every Mission Plan now highlights the optimization tasks that appear most frequently across its Ranking Blueprints.

What this reveals

Mission Plans are built from related Ranking Blueprints—often representing templates such as all /blog pages or all category pages. When a task appears repeatedly across these Blueprints, it signals a template-level issue. Fixing it once improves many pages at the same time.

What’s included

• Total occurrences of each task across all Ranking Blueprints in the Mission Plan
• Total impact points (sum of points across Blueprints)
• Average impact value
• Sorting options by occurrence or total points

Featured Highlights

Each Mission Plan now includes a quick summary showing:

• Top 3 Most Frequent Tasks
• Top 3 Most Impactful Tasks (by total points)

This gives teams a fast, high-level understanding of where to focus first—before drilling into the full task list.

2. Mission Control — Top Tasks Across the Entire Account

Mission Control now displays Top Tasks aggregated across all Mission Plans. This provides an account-wide perspective on the issues that most frequently affect your site.

What this reveals

Seeing task frequency and impact across multiple Mission Plans surfaces site-wide structural issues—the most powerful opportunities for improving your entire architecture. These are high-ROI fixes that can elevate dozens or hundreds of pages at once.

What’s included

• A unified view of Top Tasks Across All Mission Plans
• Task occurrences across the entire account
• Total impact points aggregated across all Ranking Blueprints
• Instant visibility into the optimization tasks that matter most globally

This makes Mission Control truly act as your central dashboard for prioritizing SEO work efficiently and strategically.

🎯 Why This Matters

These enhancements make it easier than ever to:

• Identify systemic, structural issues
• Prioritize optimizations that improve the most pages
• Understand which tasks deliver the highest overall ranking impact
• Give content teams and developers clear, actionable starting points
• Eliminate guesswork when planning SEO initiatives

Top Tasks helps ensure that your time and effort are always spent on the improvements that drive the largest real-world SEO results.

🚀 Release Notes — Mission Control Upgrade, Brand Bible Overhaul & Content Booster Enhancements

We’ve shipped a major set of improvements across Mission Control, Brand Bible creation, and the Content Booster workflow. These updates strengthen brand consistency, improve content-to-site integration, and make it easier for users to guide content with intent rather than instructions.

⭐ 1. Brand Bible Has Moved: Now Stage 1 of Mission Control

The Brand Bible has officially moved out of Content Booster and now lives as the first step in Mission Control.

Why it matters:
Every piece of content begins with the voice, positioning, and messaging guidelines that define your brand. Placing the Brand Bible at Stage 1 ensures a unified foundation across your entire content pipeline—Signals → Opportunities → Content.

Users now see the Brand Bible at the start of their workflow, with a direct prompt to define or update it.

⭐ 2. Health Score Updated: Brand Foundation Now Included

The Health Score now reflects whether the site has a default Brand Bible set.

New metric added:

• Brand Bible Setup (20 pts)

Sites missing a Brand Bible are marked accordingly, helping users understand why their Health Score may be low and what is required to improve it.

⭐ 3. New Brand Bible Generator Experience

A complete redesign introduces a robust, flexible, and AI-powered way to build a brand foundation.

Three ways to build a Brand Bible:

🔹 Option 1: Auto-Generate from PDFs + Website Context

Upload PDF documents or other reference files.
Market Brew analyzes them together with the site’s content to build a full Brand Bible.

🔹 Option 2: Auto-Generate via Questionnaire

A guided questionnaire captures:

• voice
• positioning
• audience
• differentiators
• tone
• messaging
  …and converts this into a coherent, structured Brand Bible JSON.

🔹 Option 3: Manual Editing

Users can edit or rewrite the JSON directly using the schema editor.

All methods auto-save and can be re-generated at any time.

⭐ 4. Brand Bible Quality Analysis & Scoring

Brand Bibles now receive a real-time evaluation score that includes:

• Brand Identity Richness
• Audience Definition
• Editorial Guidance
• Voice Definition
• Messaging Clarity
• Structural Completeness

A unified Overall Quality Score helps users identify what’s strong and what needs refinement.

All metrics update live as the JSON changes.

🔵 Content Booster Enhancements

⭐ 5. New: “Find Incoming Links” Button for Generated Content

Every piece of content you generate now includes a Find Incoming Links button.

Using the site’s embedding chunks, Market Brew identifies the exact paragraphs and pages where an internal link to the new content should be added.

This ensures:

• stronger internal link flow
• improved topical depth
• better alignment with how search engines evaluate content clusters

This is the most precise internal linking assistant we’ve ever shipped.

⭐ 6. “Custom Prompt” is now “Focus Prompt”

We've renamed Custom Prompt → Focus Prompt and improved the guidance.

Why?

Users were adding:

• instructions
• formatting commands
• word counts
• H2 requests
• “write 2000 words” style directives

…but the system already handles structure, formatting, and length automatically.

What the Focus Prompt is meant for:

• nuanced content direction
• specific angles
• unique narrative goals
• expert-level orientation
• non-keyword content intents

Example prompts:

• “best hiking boots for kids (focus on durability)”
• “AI overviews for enterprise SEO teams”
• “Beginner’s guide to keto diet”

This preserves the system’s structure while giving users creative control.

✅ Summary

This release dramatically strengthens the foundation of your content pipeline:

• Brand Bible moved to Mission Control → now Stage 1
• Health Score updated to include Brand Bible setup
• New Brand Bible Generator with PDF mode + Questionnaire mode
• Full Brand Bible quality scoring
• New Find Incoming Links button to map internal links automatically
• Custom Prompt renamed to Focus Prompt with clearer guidance

What's New: Mission Control Tutorial

🎓 Interactive Tutorial Now Available!

We've heard your feedback that Mission Control can be overwhelming at first. We're excited to introduce a brand new interactive tutorial that walks you through every feature in just 2-3 minutes!

✨ What You'll Learn

Quick 8-Step Walkthrough

1. Welcome - Overview of what Mission Control does
2. Your Dashboard - Understanding your key metrics at a glance
3. Website Selection - How to view and filter your websites
4. Health Scores - What the 0-100 score means and how it's calculated
5. Signal Sources - Setting up Ask, Listen, and Keyword Fueling
6. Finding Opportunities - How the Visibility Launchpad identifies content gaps
7. Creating Content - Using Content Booster to generate optimized pages
8. Getting Started - Your personalized 5-step action plan

Average completion time: Just 2-3 minutes!

🎥 Video Tutorials Included!

Can't find what you need in the text? We've embedded professional video tutorials right into the walkthrough:

• Ask Tutorial - See how to test visitor queries on your site
• Listen Tutorial - Watch how to monitor Google News for trends
• Content Booster Tutorial - Learn the full content generation workflow

Click "Watch Tutorial" buttons to see these features in action without leaving Mission Control!

🚀 How to Access the Tutorial

First Time Visitors

When you visit Mission Control for the first time, you'll see a friendly welcome message asking if you'd like to take the tour. Click "Start Tutorial" to begin!

Don't want to see it now? No problem - click "No Thanks" and we won't show it again.

Anytime Access

Look for the blue "Show Tutorial" button floating in the bottom-right corner of Mission Control. Click it anytime you need a refresher!

💡 Tutorial Features

Easy Navigation

• Next/Previous buttons let you move at your own pace
• Progress bar shows how far along you are
• Skip if you already know something
• Restart anytime you want to review

Smart Design

• Clean, easy-to-read layout
• Helpful tips and highlights
• Visual examples throughout
• Works great on desktop, tablet, and mobile

Your Choice

• Take the full tour or skip ahead
• Watch videos or just read the text
• Restart whenever you need a refresher
• Available in multiple languages (coming soon)

🎯 Why We Built This

We listened to your feedback:

• "There's so much here, where do I start?"
• "I don't understand what these numbers mean"
• "How do I set up Listen?"
• "What's the difference between Ask and Content Booster?"

This tutorial answers all these questions and more in a friendly, guided format.

⚡ Quick Tips

For New Users

Start with the full tutorial - it's only 2-3 minutes and will save you hours of trial and error!

For Experienced Users

Skip to the steps you need:

• Jump to Step 4 for signal source setup
• Go to Step 6 for Content Booster details
• Check Step 3 if you're confused about health scores

For Visual Learners

Don't miss the embedded videos! They show real examples of using Ask, Listen, and Content Booster.

🌟 What Users Are Saying

"Finally! I've been using Mission Control for weeks but never really understood the health score. The tutorial explained it in 30 seconds!" - Beta Tester

"The videos are super helpful - seeing it in action made everything click." - Early Adopter

"I love that I can replay it anytime. Great for training new team members!" - Agency Customer

📱 Works Everywhere

The tutorial is fully responsive and works great on:

• 💻 Desktop computers
• 📱 Mobile phones
• 📲 Tablets
• 🖥️ Any screen size

❓ Frequently Asked Questions

Q: Do I have to take the tutorial?
A: Nope! It's completely optional. Click "No Thanks" if you prefer to explore on your own.

Q: Can I take it more than once?
A: Absolutely! Use the floating "Show Tutorial" button anytime you need a refresher.

Q: How long does it take?
A: The full walkthrough takes 2-3 minutes. You can skip ahead or take longer if you watch the videos.

Q: What if I close it by accident?
A: Just click the "Show Tutorial" button in the bottom-right corner to start again.

Q: Can I share this with my team?
A: Yes! Every user has access to the tutorial. It's great for onboarding new team members.

Q: Will you add more videos?
A: Yes! We're working on videos for Keyword Fueling, EyesOver, and more features.

🎁 Special Features

Smart Progress Tracking

The system remembers if you've completed the tutorial, so you won't see the welcome prompt every time you visit.

Video Library

All tutorial videos are also available in our complete YouTube playlist if you want to watch them separately.

Future Updates

We'll keep adding more videos and updating the content as we add new features to Mission Control.

🚀 Get Started Today!

Ready to become a Mission Control expert?

1. Visit Mission Control from your dashboard
2. Look for the welcome message (first-time visitors)
3. Click "Start Tutorial"
4. Follow the 8 easy steps
5. Watch videos for features you want to learn more about

Or click the blue "Show Tutorial" button anytime!

Your feedback helps us make Mission Control even better!

📚 Additional Resources

• Complete Video Playlist: Watch all tutorials

This update includes fixes to blueprint setup, improvements to prompt handling, smarter defaults across signals, and a major internal redesign to speed up Ask.

📝 Fix: Prompts Not Being Added in Visibility Launchpad

A bug was preventing prompts from saving correctly in Visibility Launchpad.
This is now resolved — prompts save reliably on the first attempt.

🧱 Fix: “Force Target Page” in Manual Blueprints

When creating a manual blueprint, choosing “Force Target Page” wasn’t applying the correct page.
This has been fixed so the selected target page is applied automatically with no extra steps or re-crawls.

⚡ Major Speed Upgrade for Ask Ranking Blueprints

We’ve redesigned the internal system powering the Ask Ranking Blueprint (Simulate a ChatGPT search), applying the performance breakthroughs developed for our Deep Crawler engine.

• This results in much faster Ask processing, especially for larger Ranking Blueprints.

• You may see some snippets missing for a few days, while the system is reconfiguring.

🎯 Smarter Defaults for New Signals

The default content gap threshold has been updated from 50% → 35% for:

• Ask
• Listen
• EyesOver

This applies only to newly created signals. Existing configurations are unchanged.

🔗 Fix: Broken Webpage Embedding Link in Link Flow Finder

A broken link inside the Link Flow Finder feature has been corrected so users can navigate directly to the intended page without errors.

📄 Improvement: Faster Loading in Embedding-Related Views

Embedding-related views now load faster and feel more responsive, especially on larger sites.

📄 Improvement: Content Booster / Templates / Configurations

• Content Booster Templates have been renamed to Configurations

• The Load / Save Configurations have now been moved to separate parts of the Content Booster Setup Wizard

✅ New Enhancements Released

🔹 Visibility Launchpad — Keyword & Prompt Frequency Counter

We’ve added a frequency counter to the Visibility Launchpad to show how often a keyword or generated prompt is identified as a content gap.

• If a keyword already exists in the Launchpad and is selected again, its counter increments.
• Prompts also increment based on semantic closeness (not just exact matches).

Why it matters:
Repeatedly surfaced gaps signal high demand or high impact. Now you can prioritize opportunities with the highest likelihood of ranking performance.

🔹 Setup Wizard — Ranking Blueprint Progress Protection Warning

When starting a new Ranking Blueprint setup, the Setup Wizard now alerts users if the target site is already involved in another RB setup.

"Warning: starting this Ranking Blueprint will pause all Ranking Blueprints for this site until a new crawl completes."

Why it matters:
Running another RB setup with the same target URL forces a full re-crawl — which pauses all existing Ranking Blueprints that depend on that crawl. This avoids accidental disruption of active blueprint analysis or client deliverables.

🔹 New Signal Source — EyesOver (Social Media Monitoring Integration)

EyesOver has been added as a new Signal Source within the Configure Signal Sources modal.

• Tracks trending conversations across social platforms.
• Identifies real-time content gaps tied to sentiment and keyword spikes.
• Sends opportunities straight into the Visibility Launchpad and Content Booster.

Users will now see a Request Access button.

Users must have an EyesOver license.
By completing the request form, the EyesOver team will reach out to finalize activation.

Why it matters:
You can now detect emerging topics from social before they hit search, then turn them into content opportunities using Market Brew’s predictive modeling.

🚀 New Enhancements

Automatic Registration Reminder Email
When a user begins registration but doesn’t complete it, Market Brew now sends a one-time reminder email with a return link. This prevents users from getting lost and helps reduce abandoned sign-ups.

AI Mode Visualizer – Faster Workflow
Generating a prompt now automatically recalculates prompt coverage.
No extra clicks. No missed recalculations. Instant visibility.

Keyword Fueler – Opens Launchpad in New Tab
Launching directly into the Visibility Launchpad now opens in a new browser tab, preserving your current work and maintaining context within Keyword Fueler.

Affiliate Link Stays Visible
Affiliate links are now persistent across navigation, ensuring easier access and better tracking for partner referrals.

Fair Crawl Distribution for Multiple Sites
Our deep crawler now includes a fairness algorithm. When multiple sites are being crawled simultaneously, the system prioritizes them evenly, preventing any single site from monopolizing crawl resources.

🧩 Improvements & Fixes

AI Overviews Author – Tooltip Refinements
Tooltips now behave consistently and stay anchored in the correct location.

Content Booster – Long Prompt Handling
Large prompts are now intelligently truncated in preview areas to maintain clean user interface layouts.

Content Booster – Improved SERP Lookup Reliability
Fixed an issue where very large prompts could generate oversized cache identifiers when retrieving SERP data. Cache names are now safely shortened before storage.

Content Booster – Reignite Button
After content generation is completed, the “Re-ignite” button is now immediately available without page refresh.

Ranking Influence Slider
Dragging influence sliders now reliably keeps the updated value instead of reverting to the previous position.

Listen → Visibility Launchpad Tagging Correction
Items added from Listen are now categorized correctly without being tagged as “Manual” unless explicitly selected.

✅ Summary

This update focuses on:

• Smoother onboarding and fewer abandoned registrations
• Faster workflows inside AI Mode Visualizer
• Better Content Booster reliability for large prompts
• More intuitive navigation between key tools
• Fair, efficient crawling across all active sites

Each enhancement reduces friction and gives Market Brew users a more seamless experience across the platform.

🚀 Ask: AI-Mode / LLM Search Testing — Major Upgrade

🧠 Now Available Inside Your Ranking Blueprints

Ask is no longer just a standalone tool — it’s now embedded directly into your Ranking Blueprints for instant LLM search simulations.

🆕 What’s New

1. Simulate a ChatGPT Search
From any Ranking Blueprint, click: Actions → Simulate a ChatGPT Search
You’ll launch the new Ask Assistant, which analyzes how ChatGPT (and other LLMs) would interpret and cite your site’s content.

This diagnostic simulation shows:

• Which pages and passages LLMs would select to answer a query
• Why certain sites get chosen over yours
• How your content’s embeddings align (or don’t) with LLM query intent

2. Full Citation Transparency
Every Ask response now reveals exactly why it picked each citation, using our new transparency formula:

Final Score = Chunk Relevance × Page Fit


• Chunk Relevance → passage-level match to the user query (cosine similarity)
• Page Fit → how well the entire page’s centroid aligns with that topic

You can expand each result to inspect how the LLM evaluated every passage — including competing sites’ best-fit sections.

3. New Content Gap & Auto-Generation Controls
The Ask Assistant now integrates with your Content Gap Threshold, allowing you to:

• Set automatic triggers when AI citation coverage falls below target levels
• Identify which clusters or pages need optimization
• Instantly feed those gaps into your Content Boosters

4. “What SEOs Can Do With This” Section
Every result now includes clear, actionable guidance:

• Boost Chunk Relevance → tighten headings, intros, and semantic phrases
• Boost Page Fit → improve overall topical cohesion of templates
• High in both = greater odds of being cited by ChatGPT, Perplexity, or Google’s AI Mode

💡 Why It Matters

This release turns Ask into a transparent LLM visibility analyzer.
For the first time, SEOs can run a ChatGPT search simulation within their own search engine model and see what an AI actually “reads” — and why.

It’s how you debug AI rankings before the algorithms do.

⚙️ How to Access

1. Open any Ranking Blueprint
2. Click Actions → Simulate a ChatGPT Search
3. Enter your prompt and explore the full Ask Assistant view — including citation scoring, content gaps, and per-website centroid breakdowns.

🚀 Content Booster Upgrade: Freeform Content Template Editor

We’ve expanded the Template Configuration section of the Content Booster to give users even more flexibility and creative control.

🆕 What’s New

You can now paste content directly into the new WYSIWYG editor instead of specifying a template URL.
This powerful enhancement lets you use any piece of content — from high-performing blog posts to expert-written outlines — as a live template to guide your 7-Stage Content Booster workflow.

✍️ Why It Matters

Previously, template inspiration was limited to external URLs. Now, your own writers, strategists, or clients can inject brand-aligned content directly into the process.
This means:

• No dependency on external links or pages
• Full editing control inside the Booster
• The ability to bring expert tone, structure, and style into each content generation sequence

⚙️ How It Works

1. Open the Template Configuration section inside the Content Booster.
2. Either paste your content into the new Template Content Editor, or continue using the Template URL option.
3. Adjust Template Influence to control how strongly your template guides each generation stage.

💡 Use Case Example

An SEO strategist can now paste a brand’s best-performing article directly into the editor — giving the Booster a precise model for voice, structure, and formatting — without ever leaving the platform.

🚀 New Feature: Bulk Actions for Flight Engineers

Flight Engineer accounts now have access to powerful bulk actions directly within the Mission Plan and Ranking Blueprint Listing screens.

These new tools streamline workflow by allowing multiple Ranking Blueprints to be managed at once — improving efficiency during calibration, crawling, and task recalculation.

Available Bulk Actions:

• ✅ Re-Calculate Tasks
• ⚙️ Calibrate Models
• 🔄 Re-Crawl Target Sites
• 🔁 Re-Crawl All Sites
• ⚡ Re-Crawl All Sites & Calibrate Models
• 🔧 Toggle Calculate-on-Re-Crawl

Accessing Bulk Actions:

1. Navigate to a Crew Account (you must be in crew context).
2. Click Actions → View Mission Plans or View Ranking Blueprints.
3. Use the Bulk Actions dropdown to perform actions on selected blueprints.

🌎 New Feature: Searcher Location in Listen

You can now set a Searcher Location per search phrase in the Listen product.

This allows you to simulate searches from specific geographic regions (e.g., Austin, Texas, United States) and see the latest news stories from your local search point — giving you region-specific visibility insights.

Highlights:

• Choose between the default location (Ashburn, Virginia) or a custom location.
• Lookup and select any major city with reach data.
• Location selection persists per keyword or prompt, allowing localized news monitoring.

🚀 Market Brew Release Notes

1. JSON Editors Added to Content Booster

The Content Booster interface now supports fully interactive JSON Editors, enabling direct inspection and editing of structured brand or content data.

• Provides a tree and code view for better visibility.
• Allows saving, requeuing, and detailed exploration of each stage’s data object.

2. Brand Bible Wizard

Introducing the Brand Bible Wizard, a guided experience that walks users through defining their brand’s:

• Identity and positioning
• Voice, tone, and messaging
• Target audiences and needs
• Offerings and benefits
• Visual identity
• Editorial rules

This wizard automatically constructs a comprehensive Brand Bible, which becomes the default reference for all generated content under that website or crew.

3. Listen: Manual Control for Keyword Auto-Generation

Market Brew’s Listen product now provides fine-grained control over automation:

• Keywords and prompts are only automatically added to the Visibility Launchpad if auto-generation is enabled.
• Otherwise, users can manually choose which opportunities to add, ensuring precise curation.

4. Listen: Visual Keyword Indicators

The Listen interface now shows a clearer keyword status at a glance:

• Displays whether a keyword or prompt is already in the Visibility Launchpad.
• Retains indicators for whether a Content Booster has already been auto-generated.

These updates make it easier to track and manage keyword coverage across the visibility workflow.

🛰 Listen: Direct Integration with Visibility Launchpad

• New Feature: You can now jump directly from your Listen keyword and prompt results into the Visibility Launchpad to view real-time gap analysis.
• Auto-Creation: Each new news cycle automatically creates corresponding Visibility Launchpad entries, ensuring that all tracked topics are ready for optimization.
• Quick Boosting: Instantly launch a Content Booster from any Listen result to generate optimized content around the identified opportunity.
• UI Update: A new note was added to inform users that every news cycle feeds new keyword and prompt data into Launchpad for continuous improvement.

💬 Ask: AI-Mode / LLM Search Testing Update

• New Notice: The Ask tool now includes a clear message explaining that this feature operates on a limited internal dataset.
• Users seeking full-site coverage and an embeddable search widget can now contact their Flight Engineer for a custom AI-Mode deployment.
• This upgrade positions Ask as both a diagnostic tool and a gateway to enterprise-level AI search integrations.

⚡ Content Booster: Internal Link Fix

• Bug Fix: Resolved an issue where internal links were missing the first forward slash (/) after the host.
• To apply this fix, simply requeue any Content Booster from Stage 4 — new builds will automatically include corrected link paths.

🧭 Self-Checkout (Light Brew / Full Roast)

• License Management: Self-checkout users can now manage their licenses directly via Crew Settings → Licenses → Package → “Manage License.”
• This provides full visibility into your active package, renewal dates, and upgrade options.

👨‍🚀 Flight Engineers: Affiliate Link System

• New Affiliate Program: Flight Engineers now have a unique signup link under Crew Settings → Affiliate Links.
• New Light Brew and Full Roast customers who sign up through your link will automatically assign you as their Flight Engineer.
• This enables access to their underlying website data for servicing, and unlocks commission opportunities when you upgrade them into Roastery (Enterprise) accounts.

✨ Summary

These updates strengthen the connection between Signals (Listen & Ask) and Opportunity (Visibility Launchpad), while empowering Content (Booster) and Flight Engineers to deliver measurable SEO impact through automation and smart integrations.

✅ Fixes

• Stage Validation Improvements
  Fixed JSON validation for Stages 0–2 in the Content Booster pipeline.
  Invalid or malformed inputs now trigger safe resets and no longer break downstream agents.
• Brand Bible Default Validation
  Users can now safely define their default Brand Bible. Input is validated to ensure it’s valid JSON — preventing issues caused by pasting HTML or other invalid content that previously disrupted agent workflows.

🌐 Visibility Launchpad Enhancements

• 🕓 Detected Date
  Added a new Detected Date column to both Keyword and Prompt Opportunities tables, allowing filtering and sorting by the time each opportunity was discovered.
• 📡 Source Filter
  Added a Source filter to trace where each keyword or prompt originated:
  • Ask — Discovered from user conversations in the Ask module
  • Listen — Pulled from Google News mentions and monitored topics
  • Keyword Fueling — Derived from PPC research
  • Manual — Added directly by users

These additions make it easier to understand when and where opportunities were found — helping you prioritize what to launch next with greater visibility.

📰 Listen: Add Manual Triggering

- You can now manually trigger Listen runs anytime — no need to wait for the next scheduled cycle.
- Each run logs into the News Run History, showing detailed progress on URLs found, crawled, and keyword extraction.
- The new Processing and Completed states make it easy to track what’s happening in real time.

🔍 Reverse-Engineered Prompts → Instant Content Generation

- The AI Mode Reverse Engineering panel now supports direct content generation.
- Each discovered prompt now includes an “Ignite Content” button, letting you launch a Content Booster instantly from any AI Mode prompt.
- This enables a smooth workflow from prompt discovery → content generation → testing, helping you scale high-impact, AI-optimized content faster than ever.

🧩 Ranking Blueprint: Clone + Enhance

- A new Clone + Enhance button has been added to Calibrated URLs inside Ranking Blueprints.
- You can now instantly use a competitor’s landing page as your Content Booster template URL, pre-filled with the Ranking Blueprint keyword and your target site.
- In one click, clone, enhance, and launch content that’s engineered to outperform the competition.

🚀 Market Brew Relaunch: Introducing Self-Checkout Packages + All-New Site Experience

After years of offering only enterprise-level access, Market Brew is now open to everyone. We’re excited to announce our brand-new self-checkout packages, designed for startups, agencies, and teams ready to bring predictive SEO into their daily workflow.

🌟 What’s New

1. Self-Checkout Packages

For the first time, you can sign up instantly — no sales calls, no setup delays.
Choose your perfect “roast”:

• ☕ Light Brew – AI Mode Content Booster for startups and small teams
• 🔥 Full Roast – Scalable production and advanced automation for growing agencies
• 🏭 The Roastery – Full enterprise access powered by the Chameleon Search Engine

Each plan is built from the same predictive search technology trusted by global brands, now with flexible pricing starting at $249/month.

2. A Completely Refreshed Website

Market Brew’s new design brings a modern, cinematic feel to the brand — blending our space + coffee theme with clean typography, adaptive layouts, and bold color gradients.
It’s not just a facelift — the entire experience has been re-engineered for clarity, transparency, and instant access.

3. Updated Feature Comparison

Our new feature table makes it easy to see what’s included at each tier — from the Ask and Listen modules in Light Brew to API Access, SEO Forecasting, and Ranking Blueprints in The Roastery.

💡 Why It Matters

Predictive SEO shouldn’t be locked behind enterprise gates.
Market Brew’s self-service launch empowers every team — from lean startups to global agencies — to test, optimize, and forecast their organic growth using the same algorithms that drive modern search engines.

Visit the new site → marketbrew.ai
Explore the packages, compare features, and start your journey toward predictive SEO mastery.

🚀 What’s New: Smarter Insights, Smarter Healing

Market Brew’s Self-Healing Website system just got a major upgrade. Your AI-driven content engine can now detect, analyze, and fill gaps faster than ever — with full transparency into how each piece of content is discovered, evaluated, and generated.

🧠 ASK: Transparent Discovery Metrics

The Ask Search Assistant now includes visibility metrics that reveal exactly how your content is found when users search for information on your site.
You’ll see how your top pages and sections align with user prompts — a sneak peek into how Google’s AI Mode works behind the scenes.
Track:

• Best Page Fit (embedding match of your strongest page)
• Best Section Match (embedding match at the content chunk level)
• Content Gap % (the measurable distance between your site and ideal coverage)

These insights now make Ask your real-time content relevance radar.

⚙️ CONFIGURABLE CONTENT GAP THRESHOLDS

When Ask or Listen detects a gap — where your top embedding cluster similarity falls below your defined threshold — the system automatically flags that query as a high-opportunity prompt.

Your Visibility Launchpad will now automatically capture those user prompts for optimization workflows.
Optionally, you can enable Auto-Generation, allowing Market Brew to instantly create a Content Booster for each qualifying gap.

Tune your gap sensitivity, set thresholds, and decide how aggressive your self-healing automation should be.

👂 LISTEN: Smarter Extraction with Prompts

Listen’s content intelligence engine now extracts not just keywords, but also prompts — representing the actual questions and topics emerging in your niche.
This upgrade makes Listen a direct feeder into your Visibility Launchpad, helping you detect early content opportunities from news, blogs, and trend sources.

Keywords show what’s popular.
Prompts show why it matters.

💡 CONTENT BOOSTERS: Now Powered by Prompts

Content Boosters can now be launched using custom prompts as an alternative to traditional keywords.
That means you can go beyond keyword-focused SEO to generate content around real user intent, just like the systems powering AI search engines.

Whether you’re fixing a content gap, reigniting existing content, or launching something new — your content generation can now be guided by either:

• Target Keyword (traditional SEO optimization)
• Custom Prompt (AI-mode, semantic optimization)

Prompts are how modern search engines think.
Now your content creation can, too.

🌌 The Self-Healing Website: Fully Connected

Together, these updates bring every module closer into sync:

• Ask detects content gaps from real user behavior.
• Listen surfaces emerging topics and prompt patterns.
• Visibility Launchpad ranks and prioritizes opportunities.
• Content Booster creates new or improved content automatically.

The result: a site that constantly measures, learns, and heals itself — powered by embeddings, not guesswork.

Would you like me to produce a version styled for your in-app “What’s New” modal (shorter, punchier text with headings + emojis, like the Listen release you used last week)?
Or should this stay in the long-form release note format (for the public changelog / email newsletter)?

‍

🌍 Introducing the Self-Healing Website

Websites have always been reactive.

They wait for updates. They fall behind trends. They leave gaps in what users are asking for.

That ends today.

🚀 Market Brew is proud to launch the world’s first Self-Healing Website — a site that:

• Listens to your users (via Ask) and never leaves a query unanswered.
• Scans the market (via Listen) and captures trending topics before competitors.
• Lets you take control (via Keyword Fueling) when strategy demands it.
• Prioritizes opportunities in the Visibility Launchpad with real-time data.
• Auto-generates optimized content using Content Templates + Content Booster.

The result?
👉 A living website that detects gaps and heals itself automatically.

No more chasing SEO. No more missed opportunities.
Your website is now a growth engine that adapts in real time.

🚀 Release Notes: Introducing the Self-Healing Website

A Website That Adapts Itself

Websites have always been reactive — updated manually, chasing after traffic, and falling behind demand. Market Brew changes that with the launch of the Self-Healing Website, a living system that automatically detects and heals content gaps.

With the Self-Healing Website, your site is never static. It constantly listens to your users and the market, identifies gaps in your content, and generates optimized pages automatically.

How It Works: The Healing Loop

The Self-Healing Website is powered by signals, opportunities, templates, and boosters — all connected through the Healing Station.

1. Signal Sources: Demand Detection

Choose from three signal engines to power your website’s intelligence:

• Ask (Internal Engine): Captures visitor queries and searches, checks your site embeddings, and answers if possible. If not, it triggers a Content Booster.
• Listen (External Engine): Monitors Google News, crawls top stories, and extracts the keywords driving visibility. Feeds them into Visibility Launchpad for analysis.
• Keyword Fueling (Manual Control): Gives you direct control to inject strategic or evergreen keywords into the pipeline.

All signals flow into Visibility Launchpad.

2. Visibility Launchpad: Opportunity Prioritization

The Visibility Launchpad compares all signals against your site and identifies content gaps.

• Every keyword opportunity is scored by Launch Priority.
• Metrics like Content Gap %, Closest Match, Search Volume, CPC, and Estimated Value help you pick the highest-impact opportunities.
• Market Impact ratings show the overall growth potential.

This is where raw signals become clear, prioritized opportunities for growth.

3. Content Templates: Consistency at Scale

When gaps trigger new content, templates ensure it’s generated your way.

• Save your preferred tone, structure, target word count, linking strategy, and style as templates.
• Reuse templates across Ask, Listen, and Keyword Fueling auto-generation.
• Every piece of content stays on-brand and optimized, no matter how it’s created.

With templates, your website heals itself — but always in your voice.

4. Content Booster: Automated Healing

Finally, Content Booster generates the optimized content.

• Powered by your chosen template.
• Instantly creates pages tuned to fill the exact content gap.
• Publishes fresh, relevant, and SEO-aligned content at scale.

The loop closes — your site is healed.

Healing Station Dashboard

From the Healing Station, you can monitor the full cycle:

1. Signals (Ask, Listen, Keyword Fueling) feeding the pipeline.
2. Opportunities prioritized in the Visibility Launchpad.
3. Content Generated via templates in the Content Booster.

Your site’s self-healing activity is fully transparent: signals detected, opportunities scored, and new content created.

Why It Matters

• Ask ensures no visitor query goes unanswered.
• Listen ensures no trend goes uncaptured.
• Keyword Fueling ensures you stay in control.
• Visibility Launchpad ensures every gap is prioritized.
• Content Templates ensure consistency across all auto-generated content.
• Content Booster ensures your site heals itself automatically.

Your website becomes a living, self-healing system that constantly adapts to user intent and market demand.

Availability

The Self-Healing Website is now live across Market Brew.

• Configure your signals in Healing Station.
• Monitor opportunities in Visibility Launchpad.
• Power auto-generation with Content Templates.
• Let Content Booster generate optimized pages automatically.

👉 Activate your signals and templates today and join the first generation of websites that don’t just exist — they heal themselves.

🚀 What’s New: Smart Brand Bible Management

Your Brand, Instantly Understood

Every website tells a story about your brand. Now Content Booster reads that story—automatically—and turns it into guidance for every piece of content you create.

🔎 How Brand Bibles Work

Automatic generation (default):
Content Booster builds your brand bible by analyzing:

• Top-performing website pages
• Visual design elements and CSS styling
• Content patterns and on-site messaging

Optional enrichment:
Upload your own materials—brand guidelines, style guides, marketing docs—and they’ll be seamlessly folded into the automatically generated brand bible.

The more source material, the stronger and more accurate the brand alignment.

⚙️ Brand Bible Defaults

Save time by setting defaults once and reusing them everywhere:

• Crew Default – A universal standard for your entire team.
• Website Default – Override at the domain level (perfect for agencies or multi-brand companies).

Hierarchy of use:

1. Website Default (if set)
2. Crew Default (if set)
3. Auto-generated (website + uploaded files)

🖥️ One Interface, Complete Control

The new Branding section gives you:

• Active Brand Bible – See exactly which brand bible is in play.
• Manage Brand Materials – Upload or replace optional documents.
• Crew Default – View, edit, or set your team’s baseline bible.
• Website Default – Create overrides for specific domains.

You can even edit the JSON directly with a guided template to accelerate custom setups.

📊 Brand Bible Quality Analysis

Every brand bible is scored across 7 dimensions:

1. Structural Completeness
2. Brand Identity Richness
3. Voice Definition
4. Messaging Clarity
5. Audience Definition
6. Editorial Guidance
7. Overall Quality

Each score comes with specific metrics and recommendations, e.g.:

• “Voice well-defined with 3 attributes”
• “Missing: audience demographics and pain points”
• “Add 2–3 messaging pillars for stronger consistency”

💡 Why It Matters

Old way: Manually configure brand rules for every content project.
New way: Brand identity is automatically understood.

• ⚡ Instant analysis of your website
• ⏱ 70–90% faster content generation setup
• 🎯 Consistent voice across unlimited content pieces

🚦 Getting Started

1. Select your website in Content Booster.
2. Your brand bible auto-generates.
3. (Optional) Upload additional docs in Manage Brand Materials.
4. (Optional) Save as Crew or Website Default.
5. Create content with built-in brand alignment.

For agencies: Use a Crew Default for agency voice, plus Website Defaults for each client.
For multi-brand companies: Keep a Crew Default for corporate voice, then layer Website Defaults per brand.

What This Means for You

• Zero Configuration – Brand rules generated from your existing site.
• Consistency – Voice and messaging aligned across all content.
• Flexibility – Upload extra docs or edit JSON as needed.
• Transparency – Quality scores show what’s strong and what’s missing.
• Efficiency – Set once, reuse everywhere.

✨ Available now: The new Branding interface is live in Content Booster.

🚦 Release Notes: Content Booster – Stage 6: Quality & Compliance

We’re excited to introduce Stage 6: Quality & Compliance, a new checkpoint in the Content Booster pipeline designed to ensure every piece of content is not only optimized for SEO but also reader-friendly, trustworthy, and professional.

This stage automatically checks for common pitfalls in AI-generated writing, flags weak or confusing sections, and enforces clear editorial standards.

🔍 What Stage 6 Does

1. Detects Overused “AI Giveaway” Words & Phrases
Stage 6 scans for repetitive, low-trust buzzwords like “game-changer” or “future-proof” and recommends clear alternatives. Writers are encouraged to:

• Use plain language.
• Add specifics (data, names, anecdotes).
• Write conversationally.

2. Enforces Editorial Clean-Up

• Removes redundant first-sentence padding.
• Flags awkward phrasing (e.g., “delve” → suggest “explore” or “dive into”).
• Replaces em-dashes with more natural punctuation.
• Strips “In Conclusion” / “In Summary” headers.

3. Prevents False Confidence & Hallucinations

• Detects fabricated case studies or statistics.
• Blocks unverifiable client names.
• Reinforces compliance with factual accuracy standards.

📊 New Stage 6 Metrics in Final Draft Editor

The Final Draft Quality Report now includes a Content Quality score that factors in Stage 6 compliance.

Key checks now visible in the UI:

• Buzzword Detection: Shows total flagged buzzword instances and highlights them inline.
• Structure Score: Evaluates if the intro, body, and conclusion follow natural flow without repetition.
• Weak Language Detection: Flags redundant or vague sentences (esp. intros).
• Overall Quality: Now reflects Stage 6 compliance in its weighted calculation.

For example, in the report above:

• SEO Completeness, Technical Quality, and Accessibility scored 100%.
• Content Quality was pulled down to 75% due to 13 buzzword instances and flagged structural issues.

This helps teams instantly see when content quality—not just SEO or technical compliance—needs improvement.

🆕 Feature Reports Addressed

• Improve Internal Linking Decisions
  Internal link relevance now weighs meta titles & descriptions more heavily. Similarity thresholds are stricter to prevent confusing link placements.

🐛 Bug Fixes

• Target Keyword Self-Cannibalization
  Pages optimized for a target keyword (e.g., “best running shoes”) no longer link that exact phrase to other internal pages.
• Weak / Odd Language in Introductions
  Repetitive or unnecessary opening sentences are now flagged, improving first impressions.

✅ Why It Matters

Stage 6 brings editorial intelligence into Content Booster:

• Keeps language natural and specific.
• Strengthens page focus with smarter internal linking.
• Helps teams publish content that earns trust and ranks well.

With this release, the Final Draft Editor now gives writers not just SEO and technical compliance checks—but also quality assurance insights that elevate the human readability of every article.

🚀 Release Notes: Content Booster Upgrades

We’ve rolled out major improvements to Content Booster, making your content generation process smoother, smarter, and more aligned with SEO best practices.

🌟 What’s New

🧭 Five-Step Wizard for Content Setup

The Content Setup process is now a streamlined 5-step wizard, guiding you through everything from keyword targeting to generation settings. Each step is clear, structured, and designed to help you move from idea → optimized draft with confidence.

🔍 Reverse Engineer Fan-Out Prompts

The old “Use Competitors” option is now more powerful — and renamed to Reverse Engineer Fan-Out Prompts.

• Competitor content is analyzed using embeddings.
• Additional fan-out prompts are automatically generated.
• This ensures your content is optimized for all relevant variations search engines associate with your topic.
• ✅ Powered by the same technology as our AI Mode Visualizer, bringing consistency across your optimization toolkit.

🖼️ Template Configuration (NEW)

You can now use a Template URL to guide structure and style.

• Optional: Leave blank to generate original content, or add a URL from a high-performing page.
• Template Influence Slider: Fine-tune inspiration — from low influence (light reference) to high influence (closely follow template).
• The balance of originality and inspiration is now fully in your control.

🧩 Friends & Foes Control Quotes

Quotes ( “ ” ) are now driven entirely by your Friends list.

• If a domain is listed as a Friend, quotes will be included — up to the maximum external links on a page.
• If not, no quotes are added — keeping your output clean and under your control.

🔗 Smarter External Links

External links are now prioritized based on your Template URL and Friends list:

1. Links from your template page are used first.
2. If none exist, links are pulled from the SERP.
3. Foe URLs are excluded at every step.

This ensures outbound linking aligns with your strategy while avoiding competitors or undesirable domains.

🔮 Coming Soon: Stage 6 Quality & Compliance

Next up, we’re enhancing Content Booster with a Quality and Compliance stage.

• Add guardrails to prevent unwanted sayings, styles, or tone.
• Enforce brand standards and ensure compliance across all generated content.
• Keep every draft consistent with your organization’s voice and guidelines.

✅ Summary

With these upgrades, Content Booster now offers:

• A guided 5-step workflow.
• Advanced fan-out prompt generation (using the same tech as our AI Mode Visualizer).
• Flexible template-driven inspiration.
• Cleaner, Friends-first quoting system (up to your page’s link limit).
• Smarter, context-aware external linking.
• 🔮 And soon, Stage 6 Quality & Compliance guardrails.

Content creation just got faster, more controlled, and more SEO-friendly.

🚀 Release Notes: Ask – AI Search Assistant

We’re excited to introduce Ask – Your AI Search Assistant, the newest addition to Market Brew’s suite of search-driven tools.

Ask transforms your website into an interactive, intelligent assistant where visitors can ask natural language questions and be guided to the most relevant, trustworthy pages on your site.

Ask works hand-in-hand with Content Booster—our AI-powered content conveyor belt. With Content Booster, you can scale high-quality commentary and articles; with Ask, you can put that content to work in real time, helping visitors explore and engage with your site.

🌟 Key Features

• Conversational Search: Users can ask questions like they would in Google or ChatGPT—and get precise, context-aware answers.
• Grounded in Your Corpus: Ask draws only from your website’s vetted content, guaranteeing alignment and doctrinal safety.
• Guided Navigation: Every answer links users to the exact page (e.g., commentary, article, or guide) so they can “read more.”
• Ranking-Aware Intelligence: Built on Market Brew’s search engine models, Ask highlights the same factors real search engines use for relevance.
• Persistent Context: Ask remembers chat history for more natural, ongoing conversations.

🔗 Content Booster + Ask = Complete Loop

• Content Booster (Generative): Creates commentary and articles with guardrails, embedding checks, and stage-by-stage optimization.
• Ask (Agentic): Deploys that content to users in conversational form, with guidance to the right page.

Together, they form a closed-loop ecosystem:

1. Content Booster → produces SEO-ready, brand-aligned content.
2. Ask → delivers that content back to your audience interactively.

🔮 Coming Soon

For Full Roast subscribers:

• Site Deployment: Add Ask as a widget or connect via API to embed interactive search directly on your website.
• Custom Styling: Match the look and feel of your brand for a seamless user experience.
• Advanced Analytics: Track queries, user engagement, and uncover new content opportunities from real visitor questions.
• Personalized Assistants: Extend Ask into branded clones (e.g., “Ask Jesus,” “Ask Tim”) using Stage 0 Brand Bible + embeddings from Content Booster.

🌍 Why This Matters

Ask + Content Booster bring both sides of AI to your site:

• Generative AI (Content Booster): Scale scripture-grounded commentary and articles with measurable quality guardrails.
• Agentic AI (Ask): Turn that content into an interactive assistant that answers real visitor questions.

It’s like having a content factory and a tour guide working together—one creates the content, the other delivers it in the most engaging way possible.

⚡ Ask is available now inside Market Brew dashboards.
🌐 Widget + API rollout coming soon for Full Roast customers.

🚀 Market Brew Unveils Its Most Ambitious UI Overhaul Yet

A bold new era of predictive SEO has arrived.

Market Brew has officially launched a massive redesign of its platform — the most significant visual and usability upgrade in our history. This is more than a facelift. It’s a complete reimagining of how SEO professionals interact with the world’s most advanced predictive search engine models.

🌌 The Future of SEO, Reimagined

The new Market Brew UI is built to inspire. Every detail has been meticulously crafted to reflect who we are: innovative, precise, and approachable.

• A Striking New Look – Powered by deep, confident tones and vibrant accents, the interface feels modern, energetic, and unmistakably Market Brew.
• Typography That Commands Attention – Bold headlines cut through the noise, while clean body text ensures effortless readability across screens.
• A Refined Identity – Our iconic cup has evolved into a sharper, more future-forward symbol, now integrated seamlessly across the platform.

⚡ Built for Speed, Designed for Clarity

The redesigned UI isn’t just beautiful — it’s powerful.

• Streamlined Navigation means you get where you need to go faster.
• Unified Components create consistency across every workflow.
• Data-First Layouts keep insights front and center, turning complexity into clarity.

✨ An Experience That Feels Alive

With softer edges, fluid lines, and dynamic graphics, the platform feels more human — yet unmistakably high-tech. Subtle animations and expressive visuals bring the invisible mechanics of SEO into focus like never before.

🔭 Why It Matters

This release marks a new chapter for Market Brew. Our platform has always been about making SEO transparent and predictable. Now, the interface itself matches that promise — clean, modern, and future-focused.

🚀 What’s Next

This is just the beginning. The new UI lays the foundation for upcoming innovations that will push the boundaries of predictive SEO even further. Market Brew is not just keeping up with the future — we’re building it.

Welcome to the new Market Brew.

🚀 Release Notes — More control, faster decisions, cleaner flow

Keyword Fueling

• Smarter keyword workflow
  Related Keywords now appear directly beneath your Hero Keyword in Step 2. Discovery → selection happens in one place, so you can add only the terms that matter.

Visibility Launchpad

• NEW: One-click “Fix” (guided optimization)
  Every opportunity now has a Fix button that opens a guided “Choose Your Optimization Approach” panel with instant context:
  • Keyword Opportunity details: keyword, Content Gap %, and your Closest Match page.
  • Two clear paths:
    • YES → Create Ranking Blueprint with Target (use the matched page).
    • NO → Create New Content or Create Blueprint without Target (when a different page is the better play).
      Why it matters: less guesswork, faster routing, and a consistent way to act on every opportunity.
• You’re in control (no auto-populate)
  We removed the old custom/hide options because the Launchpad no longer auto-adds keywords. You explicitly add them from Keyword Fueling—which means a cleaner list and tighter intent.
• Clutter-free rows
  Each row now includes a single Delete action. Manage the plan without UI noise.

Content Booster

• Dedicated Link Configuration tab
  Link Density and Internal:External settings live in their own tab for quick tuning and less cognitive load.
• Streamlined Content Strategy
  The Website field now sits directly under Target Keyword for a left-to-right, top-to-bottom setup that just makes sense.
• See progress at a glance
  The Status column on the Content Booster Listing shows where each piece is in the pipeline (Created, Pending, Processing, Completed, Error, Cancelled, Paused, Archived).
• Save without scrolling
  The Save button moved to the top of the Final Draft section so you can lock changes the moment they’re ready.

🚀 Release Notes: Friend/Foe Domains & Top Organic Results in Content Booster

Overview

We’ve expanded Content Booster with two powerful upgrades: Friend/Foe Domains and Top Organic Results. Together, these features give you unmatched control over both the sources that inspire your content and the external sites your content promotes—ensuring every step of the workflow aligns with your strategy.

🔑 What’s New

Friend Domains (💚)

• Mark partner sites or trusted references as Friends.
• Prioritized for external citations (Stage 5).
• Amplifies partnerships and reinforces aligned voices.

Foe Domains (🛑)

• Flag competitor sites as Foes.
• Excluded from external linking, even when they rank highly.
• Lets you learn from competitors without sending them authority.

Defaults Management

• Crew Defaults → Apply Friend/Foe rules across all Content Boosters for your team.
• Website Defaults → Apply Friend/Foe rules to every Content Booster tied to a target site.
• Flexible overrides remain available at the individual Booster level.

Top Organic Results (🔍)

• Accessed by clicking the information icon next to “Use Competitors” or the buttons inside the Friend/Foe tab.
• Instantly shows the current top-ranking organic results for your target keyword.
• Reveals exactly which competitor pages Content Booster will analyze by default when “Use Competitors” is enabled and no Friend/Foe list is defined.
• Helps you understand the baseline content inputs driving prompt generation and citations.

Smart Fallbacks

• When neither Friend nor Foe is defined, Content Booster automatically uses the highest-authority organic results for quotes and linking—ensuring credibility and relevance.

✅ Why It Matters

• Shape the Narrative – Direct inspiration and citations toward allies, not rivals.
• Gain Full Transparency – See the exact organic pages powering your strategy when competitors are in play.
• Stay Consistent at Scale – Crew and Website Defaults keep your whole team aligned.
• Protect Your Edge – Exclude competitors from quotes and links while still learning from their strategies.
• Boost Brand Authority – Elevate trusted, high-quality partners in every piece of content.

This release gives you the clarity, control, and competitive edge you need to confidently guide both the inputs that shape your content and the outputs that elevate your brand.

🚀 Release Notes: Keyword Fueling Upgrade — Related Keywords

Overview

We’ve upgraded Keyword Fueling with a brand-new Related Keywords experience, giving you richer and more relevant insights for building your visibility strategy. This enhancement ensures your campaigns start with keywords that are directly tied to your hero keyword, eliminating irrelevant noise and aligning the process with your actual intent.

🔑 What’s New

Related Keywords List (✨)

• Instantly see a comprehensive list of keywords directly related to your hero keyword.
• Each keyword is displayed with search volume, average CPC, and estimated monthly spend to help you prioritize the highest-value opportunities.
• Add keywords to your Keyword Cart with a single click and move them straight into the Visibility Launchpad.

Smarter Starting Point

• Previously, Keyword Fueling only showed top competitor sites and their top keywords.
• Now, the Related Keywords list fixes the “these keywords have nothing to do with my hero keyword” issue by ensuring relevance right from the start.
• Competitor keywords are still available—but they’re now enhanced by a foundation of keyword ideas directly aligned with your hero term.

✅ Why It Matters

• Relevance First – Ensure every suggested keyword actually ties back to your chosen hero keyword.
• Faster Workflow – Skip irrelevant terms and build campaigns with confidence from the start.
• Actionable Insights – With CPC and spend data included, you can instantly gauge keyword value.
• Seamless Strategy – Add keywords directly into the Keyword Cart and launch into the Visibility Launchpad without breaking flow.

This upgrade makes Keyword Fueling more intuitive, more actionable, and laser-focused on your hero keyword’s ecosystem—so you can spend less time filtering noise and more time fueling growth.

🚀 Release Notes: Use Competitors in Generation Options

Overview

We’re excited to introduce a powerful new feature in Generation Options: Use Competitors. This setting enables Market Brew to analyze top-performing competitor pages in the SERP for your target keywords and generate content prompts that align with — and surpass — what’s already ranking.

How It Works

When enabled, Market Brew will:

• Crawl Competitor Pages: Collect and analyze the top landing pages in the search results for your selected keyword.
• Extract Embedding Clusters: Identify the most important content clusters on competitor pages for deeper semantic analysis.
• Generate Enhanced Prompts: Create additional prompts for quotes, external linking, and authority building using competitor insights.
• Fan-Out Prompt Reverse Engineering (if enabled): Derive competitor-based fan-out prompts, uncovering related angles and subtopics your competitors are using.

Benefits

• Competitive Edge: Leverage competitor content strategies to ensure your content is positioned to outperform.
• Rich Prompt Generation: Access more diverse, high-value prompts that reflect what works in the real SERPs.
• Data-Driven Strategy: Reverse-engineer high-ranking competitors to sharpen your own content roadmap.

🚀 Release Notes: Content Booster Metrics System

We’ve taken Content Booster to the next level by introducing a comprehensive metrics and scoring system. This upgrade transforms Content Booster from a workflow orchestrator into a measurable optimization engine, giving SEOs clear performance insights at every stage of the content lifecycle.

The new metrics framework provides stage-by-stage reporting with detailed performance analysis, enabling teams to spot strengths, diagnose weaknesses, and continuously refine content before deployment.

What’s New

📊 Stage-Based Metrics

Each stage of Content Booster now generates a Metrics Report with:

• Overall Score – a quick performance snapshot.
• Sub-Metrics – granular KPIs unique to each stage.
• Supporting Data – transparent data points backing every score.

🔍 Stage Highlights

• Stage 0: Brand Bible Generation
  • Scores for Voice Definition, File Quantity, Structure Completeness, Audience Coverage.
  • Identifies gaps in tone-of-voice attributes or file diversity.
• Stage 1: Content Opportunity & Strategy
  • 100% visibility into objectives, fan-out diversity, schema coverage, FAQ readiness.
  • Ensures a solid strategic foundation before writing begins.
• Stage 2: Brief & Structure Generation
  • Measures Content Depth, Structure Guidance, Title Variety, Section Accuracy, Schema Completeness, FAQ Integration.
  • Guarantees briefs are both structurally sound and SEO-ready.
• Stage 3: Draft Generation
  • Evaluates HTML structure, section success, SEO completeness, content diversity, and word count accuracy.
  • Helps refine drafts to balance readability and algorithmic alignment.
• Stage 4: Optimization & Alignment
  • Scores Semantic Alignment, Content Quality, Structure Preservation.
  • Pinpoints sections needing re-optimization for maximum similarity and clarity.
• Stage 5: Internal Linking & Entity Enrichment
  • Analyzes Link Density, Link Ratio, Schema Implementation, Link Generation Efficiency.
  • Ensures internal links and entities are strategically distributed for ranking impact.
• Stage 6: Quality & Compliance (coming soon)
  • Final verification of grammar, plagiarism, accessibility, and brand voice compliance.

Key Benefits

✅ Quantifiable Optimization – Clear KPIs at every stage, removing guesswork.
✅ Closed-Loop Feedback – See where content underperforms and requeue stages for improvement.
✅ Enterprise-Grade Transparency – Supporting data included for every score.
✅ Predictive by Design – Aligned with Market Brew’s search engine models to forecast impact.

Availability

The new metrics system is live now in all new Content Boosters.

🌟 What’s New

Keyword Fueling

The Keyword Fueling is now live, completing the Market Brew workflow.

• Select a Target Site – Pick the website you want to optimize.
• Enter Your Hero Keyword – Define the core phrase for your campaign.
• Identify Your Competitors – Pull in competitor sites and capture their entire keyword universe.
• Build Your Keyword Cart – Add the keywords you want to pursue, preparing your mission fuel.

Your cart isn’t just a list of terms — it’s the rocket fuel for your Visibility Launchpad. Get ready to suit up.

🚀 The New Market Brew Workflow Is Now Complete

With this release, the full Market Brew journey is live end-to-end:

1. Keyword Fueling – Fill your cart with keywords and competitors.
2. Visibility Launchpad – Where keywords meet your content. Your Targeting Console prioritizes launch opportunities so you can identify your Launch Priority and go for launch.
3. Content Booster – Ready for ignition. Upload your brand documents, select your content settings, and let hundreds of Market Brew agents deliver a 7-stage pipeline of optimized, linked, enriched content — boosted into orbit.

👀 Sneak Peek: Light / Medium / Full Roast

This release also previews the new product line coming soon:

• Light Brew / Medium Roast – Self-serve experiences designed for teams who don’t want to wander into the Lab, Roastery, or Enterprise complexity.
• Full Roast – Enterprise customers already know the next level: taking missions from orbit into outer space with Ranking Blueprints, Mission Plans, and CRM re-architecture.

Enterprise customers now get an early preview of this new experience, with a general release planned for the near future.

💡 Why This Matters

• For Users Today: You can now take a keyword from concept to optimized content without leaving Market Brew.
• For Enterprise Customers: Get early access to explore the new Light and Medium experiences before public release.
• For Everyone Else: A clear glimpse of the future — SEO that feels like mission control.

‍Visibility Launchpad — Hide Targets + Starred Custom Keywords

TL;DR: Clean up your Launchpad by hiding targets you don’t care about, and instantly spot the keywords you added yourself with a ★ badge.

• Hide from view: In the Launchpad, you can now hide any target you don’t want to consider right now.
• Not deleted: Hidden targets are simply tucked away; all their data remains intact.
• Manage hidden items: Use Show Hidden to review/unhide at any time.

Why it helps:

Reduces noise so you can focus on the target(s) you actually plan to launch against.
‍
‍How to use:

• Open the target’s header and choose Hide (or use the overflow “⋮” menu, if present).
• Click Show Hidden at the bottom/top toolbar to restore.

2) Starred custom keywords

• ★ Badge: Any keyword you add manually now displays a star next to the term.
• Everywhere you work: The star appears in the Launchpad tables, selection carts, and keyword details.
• Exports & sorting: The star status carries through sorting/filtering and appears in exports as a “custom/added-by-you” indicator.

Why it helps:

Quickly distinguish your hand-picked ideas from recommendations and imports.
‍
‍How to use:

• Add keywords as usual; they’ll automatically get a ★.
• Hover the star for a tooltip (“Added by you”), where supported.

Notes & behavior

• Safe to tidy: Hiding a target does not affect calculations, saved work, or downstream tasks; it only changes what’s visible in your Launchpad.

Release Notes: Content Booster - Brand Bible (Stage 0)

🚀 New Feature: Brand Bible Generation

We're excited to introduce Stage 0: Brand Bible - a foundational step that ensures all your content generation is perfectly aligned with your brand identity from day one.

What's New

🎯 Comprehensive Brand Analysis

• Automatically extracts and structures your brand's voice, tone, visual identity, messaging standards, and style preferences
• Creates a detailed brand foundation that guides all downstream content generation
• Ensures consistency across all generated materials

📁 Source Document Upload
‍Upload your existing brand materials to inform the brand bible:

• Supported formats: PDF, DOCX, PPTX, TXT, MD, CSV, HTML, PNG, JPG
• File size limit: Up to 50MB per file
• Smart processing: Our system intelligently analyzes your documents to extract key brand elements

🌐 Intelligent Website Analysis

• Automatically discovers and analyzes your existing website content
• Downloads and interprets CSS files to understand your visual theming
• Incorporates your current brand presence into the analysis

⚙️ Default Management

• Set default source materials per customer
• Configure website-specific defaults
• Streamline your workflow with reusable brand settings

How It Works

1. Upload Brand Materials - Add your brand guidelines, style guides, marketing materials, and other relevant documents
2. Automatic Processing - Our AI agents analyze your materials and website to extract brand identity elements
3. Structured Output - Receive a comprehensive brand bible in JSON format with metadata, brand identity, positioning, and messaging guidelines
4. Content Generation - All subsequent content stages use this brand bible to maintain perfect consistency

The Result

Every piece of content generated will now align with your brand's:

• Unique voice and tone
• Visual identity standards
• Core messaging and values
• Target audience preferences
• Positioning statements

This update ensures that your brand's personality shines through consistently across all generated content, creating a more cohesive and professional output.

🚀 Visibility Launchpad Enhancements

We've added a few new features!

• Find Launchpad Easier – new menu link to go directly to the Visibility Launchpad.
• Add Any Keyword You Want – there's an add keyword button now that allows you to add any keyword you want to the list.
• Visual Enhancements – a more powerful illustration of your content gaps and missing pages.

✅ No action needed on your end...the system has already been updated and everything is live. You’ll simply notice the improvements as you continue using the platform.

🚀 Content Booster Available From AI Overviews Author

We thought we'd drop an easy way to create new content, right on your favorite embeddings content testing tool, AI Overviews Author!

🚀 New Status Page: Stay Informed About Market Brew’s Uptime

At Market Brew, we know that trust is built on transparency.
That’s why we’ve launched a new public status page where you can easily monitor the availability and performance of our services in real time.

🔗 Check it out here: status.marketbrew.ai

This page will provide:

• Live service status across all core systems
• Incident updates if any disruptions occur
• Maintenance notifications so you can plan ahead

Our goal is simple: to keep you fully informed and confident that Market Brew is running at peak performance.

Thank you for being part of the Market Brew community...we’re committed to delivering both reliability and transparency every step of the way.

🌟 Big News: A Major Upgrade for Faster, Smoother Performance

We’ve just made a big investment in the backbone of our platform...upgrading our database servers to give you a faster, more reliable experience.

Here’s what that means for you:

• ⚡ Double the Processing Power – moving from our old setup to the new system means more speed when you need it most.
• 💾 4x the Memory – smoother performance and fewer slowdowns, even when things get busy.
• 🔋 Next-Gen Architecture – a more efficient and powerful foundation that will keep us ahead of demand as we grow.

✅ No action needed on your end...the system has already been updated and everything is live. You’ll simply notice the improvements as you continue using the platform.

This upgrade is part of our ongoing commitment to investing in the best technology, so you can stay focused on results without worrying about what’s happening behind the scenes.

Thanks for growing with us. The best is yet to come. 🚀

🚀 Release Notes: Manual Ranking Blueprint Setup Enhancements

We’ve expanded the Manual Ranking Blueprint Setup workflow with powerful new capabilities to give you more precision and control in your ranking simulations.

🔍 Searcher Location (New!)

You can now specify the searcher’s location when building a Ranking Blueprint.

• Use the new Lookup Available Locations field to search and select from hyper-local regions (state, city, county, borough, even neighborhoods).
• The system applies this location to simulate how results appear for searchers in that area.
• This is a huge leap forward for local SEO—enabling you to test and optimize for hyper-local variations in search results.

Example use cases:

• Comparing ranking differences between “New York (City)” vs. “Midtown Manhattan (Neighborhood)”
• Tailoring landing pages and content strategies for location-based campaigns

🎯 Force Target Landing Page

When entering a Target Landing Page, you now have a new option:

• Force This Target Landing Page: ensures your chosen page is included in the ranking analysis, even if Google currently ranks a different page from your site.
• This is extremely useful when:
  • Launching new content from the Visibility Launchpad
  • Testing realignment strategies for underperforming pages
  • Validating SEO changes before they rank naturally

When unchecked, the system defaults to whichever page from your site naturally appears in the results.

⚙️ Location Hierarchy in Market Brew Models

To provide the most accurate simulation, Market Brew now applies location targeting in the following order of preference:

1. Keyword/Query Location – if the keyword itself includes a location entity with lat/lng
2. Searcher Location – if no location entity is in the query, but a searcher location is defined
3. TSEE Location – if neither keyword nor searcher location is available, the broader Target Search Engine Environment (e.g., Google US) applies

This ensures your simulations mirror the exact context of how Google interprets location signals in search.

✅ With these upgrades, you now have granular control over where the search is simulated from and which page is evaluated, unlocking new opportunities for local SEO dominance and content realignment strategies.

🚀 Release Notes: Visibility Launchpad

Launch Your Visibility Into Orbit

The Visibility Launchpad is Market Brew’s newest tool for identifying and prioritizing your site’s most valuable content opportunities. It shows you where your coverage is weak, what keywords you’re missing, and how to fix those gaps with the biggest impact.

🌟 What’s New

1. Pinpoint High-Value Content Gaps

• Compares your site against real-world search demand.
• Surfaces opportunities ranked by search volume, CPC, and semantic similarity.
• Provides a clear Opportunity Score so you know exactly where to focus first.

2. Immediate “Fix” Options for Every Gap

For each content opportunity, you can take direct action right inside Launchpad:

• Content Booster → Generate optimized, search-ready content aligned with Market Brew’s ranking signals.
• Create Ranking Blueprint With Target Page → Build an optimization strategy tied to an existing page.
• Create Ranking Blueprint With NO Target Page → Launch a new page strategy from scratch.

3. Accessing the Launchpad

• Available from the AdShifted Tool or from the Analysis Group screens under Data for each website.
• To enable: simply recrawl your site and allow at least one of its Ranking Blueprints to recalculate.

🎯 Why It Matters

With Visibility Launchpad, teams can:

• See exactly what’s missing in their content strategy.
• Take immediate, guided action with built-in fix options.
• Focus on the highest-value opportunities instead of chasing noise.

⭐ Key Message

The Visibility Launchpad transforms raw search opportunities into a clear, actionable roadmap. No more blind spots, no wasted effort—just precision targeting of the gaps that matter most.

👉 It’s not just visibility data—it’s your launch sequence for growth.

🚀 Release Notes: Content Booster

Overview

Market Brew is proud to introduce Content Booster, the new system-wide orchestrator that unifies every major component of our search engine modeling ecosystem. Unlike standalone AI writers, Content Booster serves as the control tower for embedding intelligence, passage-based ranking models, link equity algorithms, and entity/schema enrichment tools — delivering content that is competitive by design, and validated against Market Brew’s predictive models.

This release ties together the full optimization loop: PPC → AdShifted → Ranking Blueprint → Visibility Launchpad → Content Booster → Visualizers (AI Mode, AI Overviews, Spotlight, Link Flow), enabling SEOs to go from competitive gap detection to ranking-tested deployment inside a single ecosystem.

Access Points

Content Booster can be launched from multiple locations inside Market Brew for maximum workflow flexibility:

• AdShifted Tool – Run Content Booster directly after identifying high-value PPC-to-organic keyword opportunities.
• Visibility Launchpad – Activate Content Booster from visibility distribution insights.
• Main Menu – Access Content Booster as a standalone tool for direct content optimization.

New Workflow

Content Booster introduces a six-stage workflow, each stage editable and requeueable at any point:

1. Content Opportunity & Strategy – Define queries, audience, tone, and linking strategy.
2. Brief & Structure Generation – Create an SEO-optimized outline with headings and semantic clusters.
3. Draft Generation – Produce an AI-driven first draft aligned with style, tone, and embedding constraints.
4. Optimization & Alignment – Embedding analysis, section parsing, cosine similarity scoring, selective optimization, and SEO enhancements.
5. Internal Linking & Entity Enrichment – Insert internal/external links and schema markup via Spotlight.
6. Quality & Compliance – Grammar, plagiarism, accessibility, and brand voice verification.

Key Benefits

• Closed-Loop Optimization: Direct path from keyword opportunity → content creation → ranking test.
• AI with Guardrails: AI generations are constrained by embeddings, clusters, and search engine model signals.
• Smart Linking & Schema: Integrated link equity modeling and entity graph enrichment.
• Compliance Ready: Final checks for grammar, plagiarism, and accessibility before deployment.

Availability

Content Booster is available immediately to all Market Brew users.
Future versions will add deeper Blueprint integration, customizable similarity thresholds, and expanded entity schemas.

⚡ Next Step: Start from AdShifted, Visibility Launchpad, or the Main Menu to launch Content Booster and experience the full six-stage workflow.

• You can now filter the Business Name column using a clean dropdown menu — no need to type.
• The dropdown shows all available business names in alphabetical order.

New Feature: Understand Rankings Like Never Before with the New “Query Score” Column

• A new Query Score column has been added to the Ranking Blueprint screen.
• This score represents the master ranking score that powers the entire model — the higher the score, the closer the site aligns with the target query.
• Unlike Google’s black box, Market Brew lets you see the exact ranking distances between competitors.
• This transparency makes SEO forecasting more precise than ever — now you can calculate exactly how far you need to go to take the lead.

Want to know what’s holding you back from the top spot? Now you can measure it.

Flight Engineer Task Hours Update
All tasks have now been updated to use your Flight Engineer's task hours, which can be managed and adjusted under Crew Settings in your Flight Engineer account. This ensures that every task reflects the most accurate and personalized time allocations for your projects.

Coming Soon:We’re introducing a detailed breakdown of time allocations, allowing you to specify Technical Hours, Marketing Hours, and Consulting Hours for each boost factor. This will give you a sharper lens on where your efforts and resources are being applied.

AdShifted v0.7 Has Been Released: Smarter PPC Replacement Planning Starts Now

• We've redesigned the AdShifted workflow to make planning more intuitive and interactive.
• You can now simulate different PPC replacement scenarios directly in the tool.
• Adjust the % Traffic Replaced per Month and the % You Will Pay Instead to instantly see how billing changes based on growth.
• Whether you're easing into organic traffic or going all-in, you can model it all — no spreadsheets needed.

This update makes it easier to compare PPC spend with SEO investment and build a plan that fits your goals and budget.

NEW TOOL RELEASED: Missing Pages Finder

What It Does
‍Compares your site’s content against the link flow distribution of top competitor sites, surfaces the highest‑value competitor topics, and pinpoints the pages or topics your site is missing or under‑supporting.Highlights

• Link Flow Share: ranks competitor topics by their link flow share
• Top Competitor Page: click to open its AI Overviews Visualizer and inspect the embeddings driving its high score.
• Competitor Anchor Text: click to see the competitor pages using that anchor text
• Most Similar Page: shows your site’s closest matching page by cosine‑similarity; click to view its embeddings.
• Similarity Score: percentage score indicating how closely your content aligns with the keyword focus.

Quick Workflow

1. Select your domain
2. Run Missing Pages Finder—Market Brew pulls top scoring competitor topics and compares to your site.
3. Drill Down via clickable links to understand competitor context and your page matches.
4. Act on truly missing or low‑scoring topics by creating new pages or reinforcing existing ones.

Why You’ll Love It

• Prioritized Gaps: Turn competitor strategies into an actionable content roadmap.
• Deep AI Insight: Go beyond keywords—use cosine‑similarity to match topics by meaning.
• Seamless Exploration: One‑click access to visualizers and link lists for fast analysis.

Availability
‍Now live for all Market Brew license holders, for all new Ranking Blueprints.

New Feature: Direct Target Page Scoresheet Links Now Available

Target Page Scoresheet Shortcut
Location: Ranking Blueprint > Data Menu

Overview

We’ve added a convenient shortcut to the Target Page Scoresheet for every target page directly within the Ranking Blueprint interface. This allows users to instantly open the scoresheet for their target URL without navigating through multiple layers of the UI.

Benefits

* Faster Access: Jump straight to the detailed scoresheet of your selected target page.
* Improved Navigation: Located within the Data dropdown for seamless workflow.
* Streamlined Analysis: Easily verify on-page issues and alignment with the Ranking Blueprint expectations.

How to Use It

* Go to any Ranking Blueprint.
* Click the “Data” button at the bottom left.
* Select “Target Page Scoresheet” from the dropdown.
* The scoresheet for the target URL will open directly.

This enhancement is part of our ongoing efforts to reduce friction in the optimization process and make actionable insights more accessible with fewer clicks.

New Feature: Archived Optimization Tasks Now Available in History

Feature: Optimization Task Archiving
Location: Ranking Blueprint History > Snapshot Actions

Overview:

Previously, recalibrating a Ranking Blueprint would reset all Optimization Tasks — erasing your task progress and history. With this update, Optimization Tasks are now archived automatically at each recalibration and can be reviewed from the Ranking Blueprint History screen.

What's New:

* Task Archiving: All Optimization Tasks are now preserved when a Ranking Blueprint is re-calibrated.
* Historical Insight: View what was completed at each point in time — great for progress tracking and accountability.
* Easy Access: Just click the green “Optimization Tasks” icon next to any snapshot in the Ranking Blueprint History view.

Why It Matters:

* Track changes and improvements over time.
* Retain a historical record of completed work.
* Avoid losing context when recalibrating Ranking Blueprints.

This update is part of our broader mission to make SEO efforts transparent, measurable, and iterative.

AI Mode Visualizer Enhancement
We’ve enhanced the AI Mode Visualizer by adding Template URL support. Now you can easily specify a “template” webpage to analyze, streamlining how you reuse a reference URL across multiple prompt tests.

How the Template URL Enables Reverse Engineering of Fan-Out Prompts
The Template URL feature in the AI Mode Visualizer allows you to load a specific piece of content — typically a published webpage — as the baseline for prompt generation. Once the page is loaded, the system can analyze its text and embeddings to determine what advanced research prompts (fan-out prompts) could have led to or matched this content.

In other words, instead of starting with a master prompt to fan out new prompts, you start with the content itself, and the system uses it to infer:

* What kinds of exploratory research questions or comparisons would an LLM (like Google’s AI Mode) have needed to answer, that this page satisfies?
* Which deep or complex prompts would have retrieved or matched this content from a semantic perspective?
* How might a strategist have broken down the topic to arrive at this page as an answer?

By setting a Template URL, you are essentially telling the system:
“Given this page, reverse-engineer the prompts that would have discovered or justified it.”

This is powerful for:
* uncovering gaps in your coverage
* stress-testing whether your page would satisfy different high-level user intents
* and planning future topic expansions.

Enhanced Content Blended Similarity in Ranking Blueprints
The Template URL feature in the AI Mode Visualizer is now linked directly from all new Content Blended Similarity Tasks inside Ranking Blueprints.

When analyzing an outperformer landing page (for example, a top-ranking competitor), you can now:
* Set the competitor’s page as the Template URL — this loads its content as the baseline.
* Reverse-engineer the fan-out prompts that would semantically justify or retrieve that outperformer’s content.
* Use those prompts to build or refine your own blended similarity tests in your Ranking Blueprint.

This workflow helps you:
* Understand why the outperformer page ranks from a semantic-intent perspective
* Identify what deeper research questions their content answers
* Design content or topic expansions that target the same semantic cluster
* Calibrate your internal linking and page focus to match (or exceed) their coverage

By using the Template URL with your content blended similarity task, you gain a systematic way to deconstruct a winning competitor page and reconstruct an even stronger strategy in your own content ecosystem.

Webpage Scoresheet Upgrade

We are excited to announce new enhancements to the Webpage Scoresheet screens within the Content Analysis module. These updates are designed to give you deeper, more actionable insights into your content duplication and clustering analysis:

External Links Added‍

All duplicate page listings in both the Content Embedding Duplication and Top Embedding Cluster Duplication views now include external link icons. This allows you to quickly navigate to the duplicate pages for easier inspection and validation.

Direct AI Overviews Visualizer Access

You can now click on any % Similarity value in the scoresheet to launch the AI Overviews Visualizer.

For Content Embedding Duplication: This shows you the blended similarity view, directly highlighting duplicated segments within the full embedding space.

For Top Embedding Cluster Duplication: This will display the cluster analysis view, specifically comparing Cluster #1 from the source page against Cluster #1 from the duplicate page, helping you understand the most impactful cluster overlap.

These enhancements make it faster and simpler to trace, review, and remediate duplicate content issues with precision.