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changelog

Introducing the New AEO Audit Dashboard: A Complete Visual Redesign

March 18, 2026
7 min read

Your AEO Audit now produces significantly deeper analysis and the old results page wasn't built to show it. So we rebuilt the entire dashboard from the ground up.

New layout. New visualizations. New page-level drill-downs. A faster, more intuitive way to understand your AEO performance and act on it.

Here's everything that changed.


🎯 A New Audit Overview

The first thing you see after an audit completes has been completely redesigned.

What's new

  • Overall AEO score displayed prominently with visual indicators and letter grades (A through F)
  • Domain information and audit metadata see exactly what was audited, when, and how many pages were processed
  • Score breakdowns by category with color-coded progress bars that make strengths and weaknesses immediately obvious
  • Trend indicators that show how your scores compare to previous audits so you can track progress over time
  • Processing metrics showing completion status and audit performance data

Reusable Score Component

Every score in the dashboard uses a new flexible display component that supports multiple variants large hero views for the overall score, compact displays in tables, and default views in category breakdowns. Scores are color-coded by range so you can scan results at a glance.


🔧 Technical Analysis Tab

A dedicated view for the technical factors that influence whether AI systems can discover and index your content.

What's new

  • Robots.txt analysis with a clear visualization of which AI crawlers have permission to access your site
  • LLMs.txt analysis showing compliance status and optimization opportunities
  • Technical score breakdowns with interactive charts that show how each factor contributes to your overall technical performance
  • Issue severity distribution understand at a glance whether your technical issues are critical or minor
  • Prioritized technical recommendations with severity indicators, impact scores, and implementation guidance
  • Expandable recommendation details so you can dive deeper into any specific issue

🧠 Content Analysis Tab

A comprehensive view of how your content performs against the criteria AI search engines use to evaluate, extract, and cite sources.

What's new

  • AI readiness scores with detailed breakdowns of what makes content "AI-friendly"
  • Content quality metrics visualized across multiple dimensions depth, accuracy, expertise signals, and more
  • Semantic structure analysis showing how well your content is organized for AI comprehension
  • Content optimization opportunity charts that highlight where the biggest gains are
  • Cross-page content comparisons so you can see which pages are leading and which need attention
  • Content performance trends when historical data is available track how your content quality improves over time
  • Recommendation prioritization ranked by potential impact on your AEO scores

📄 Page Analysis: Overview and Table

A new tab that gives you a bird's-eye view of every page in your audit, plus the tools to sort, filter, and drill into the details.

What's new

  • Aggregate page statistics average scores, score distributions, and performance summaries at a glance
  • Top and bottom performing pages highlighted prominently so you know where to focus
  • Sortable, filterable page table with columns for all key metrics sort by score, filter by page type, find exactly what you're looking for
  • Pagination for large audits with many pages the table stays fast regardless of audit size
  • Score distribution charts showing how your pages cluster across performance ranges
  • Page performance comparison visualizations for side-by-side analysis
  • One-click navigation to detailed page analysis for any row in the table

🔎 Detailed Page Analysis

Click into any page and you get a dedicated, comprehensive analysis view.

What's new

  • Full page metrics and scores with detailed breakdowns of every scoring dimension
  • Page-specific issues and recommendations not generic advice, but actions tailored to that exact page
  • Analysis confidence scores so you can see how reliable each assessment is
  • Page score breakdown charts comparing pillar-level performance
  • Issue severity visualization showing the distribution of critical, moderate, and minor issues
  • Recommendation priority charts ranked by impact-to-effort ratio
  • Performance comparison with site average see exactly how each page stacks up against the rest of your site

Page Navigation

Moving between pages is effortless:

  • Page selector dropdown listing all analyzed pages
  • Previous/Next navigation buttons for sequential browsing
  • Current position indicator so you always know where you are
  • URL-based navigation bookmark or share links to specific page analyses

📊 Interactive Data Visualization

Every chart in the dashboard has been built with interactivity and performance in mind.

What's new

  • Multiple chart types bar charts, radar charts, distribution charts, and trend lines, each chosen for the data it represents best
  • Rich tooltips with detailed information on hover
  • Drill-down functionality click chart elements to navigate to relevant details
  • Responsive sizing that adapts charts to any screen width
  • Chart data memoization for instant re-renders when switching between tabs
  • Lazy loading for complex visualizations the dashboard loads fast and charts render as you scroll
  • Loading states and error handling charts degrade gracefully if data is unavailable

⚙️ Audit Management

Two key management actions are now built directly into the dashboard.

Rerun Audit

  • One-click "Rerun Audit" button in the results header
  • Confirmation dialog before initiating a rerun
  • Progress tracking as the new audit runs
  • Automatic navigation to the audit progress page

Delete Audit

  • "Delete Audit" button with a clear warning dialog
  • Confirmation required to prevent accidental deletion
  • Clean removal of all audit data with proper error handling
  • Automatic redirect to the main audit dashboard after deletion

🗄️ Faster Data, Better Queries

The database layer powering the dashboard has been optimized for speed and flexibility.

What changed

  • Consolidated query layer all audit data queries now go through a single, optimized service
  • Specialized dashboard queries including aggregate statistics, top/bottom performers, and complete audit data with page analyses in a single call
  • Database indexes on frequently queried fields for faster lookups
  • Query result caching for expensive operations repeat views load instantly
  • Batch loading for page analyses the dashboard fetches all the data it needs in minimal round trips
  • Pagination support built into queries so large audits don't slow anything down

🧭 Navigation and Layout

Getting around the dashboard is intuitive, whether you're on desktop or mobile.

What's new

  • Tab navigation between Overview, Technical Analysis, Content Analysis, and Page Analysis sections
  • Breadcrumb navigation showing your position within the audit hierarchy
  • Back-to-overview navigation from any detailed page analysis
  • Responsive layout that adapts to different screen sizes
  • Error boundaries that catch and display errors gracefully without crashing the entire dashboard
  • Loading states throughout skeletons, spinners, and progressive content rendering

What's Next

The new dashboard is the foundation for several upcoming improvements:

  • Mobile-first responsive optimization with tablet-specific layouts and adaptive chart displays
  • Accessibility enhancements including ARIA labels, keyboard navigation, screen reader support, and high contrast mode
  • Contextual help system with tooltips for every metric, guided tours for new users, and implementation guides for recommendations
  • Performance optimization with code splitting, lazy loading for non-critical sections, and bundle size reduction

The new dashboard is live now. Run an audit or open any existing audit results to see the updated experience.

We'd love to hear what you think reach out to our team with feedback or questions.

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