Release Notes

🚀 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.