Release Notes

🚀 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.

✅ This ties in every screenshot you’ve shown me:

• Healing Station (signals → opps → content).
• Visibility Launchpad (prioritized keyword gaps).
• Templates (scalable brand consistency).
• Ask + Listen + Keyword Fueling (signal engines).

🚀 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.