AEO Analyzer

AI Engine Optimization Intelligence

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Understanding Reports

8 min read

Report Structure

Every AEO analysis generates a comprehensive report organized into 6 interactive tabs. Each tab focuses on different aspects of your page's AI optimization status.

Overview
Score summary & key metrics
All Checks
93 individual check results
Recommendations
AI-generated action items
PageSpeed
Core Web Vitals data
Raw Data
Full JSON export
AI Chat
Interactive AI assistant

Overview Tab

The Overview tab provides a quick summary of your analysis results:

Overall Score & Grade

Your combined AEO score (0-100) and letter grade (A-F) displayed prominently at the top.

Dimension Breakdown

Visual breakdown of scores across all 6 dimensions with individual percentages.

Critical Issues

High-priority problems that should be addressed immediately for maximum impact.

Auto-Fix Button

Generate a script to automatically fix common issues without changing your source code.

All Checks Tab

Detailed results for all 93 checks, organized by dimension. Each check shows:

  • Status - Pass, Warning, or Fail with color coding
  • Score - Points earned out of maximum possible
  • Details - Specific findings and data
  • Severity - Critical, High, Medium, or Low impact
Pro tip: Use the filter buttons to show only failed checks, or filter by dimension to focus on specific areas.

Recommendations Tab

AI-generated action items prioritized by impact. Each recommendation includes:

Priority Level High/Medium/Low

Recommendations are sorted by potential impact on your AEO score.

Specific Actions

Clear, actionable steps you can take to fix the issue.

Expected Impact

Estimated score improvement if the recommendation is implemented.

PageSpeed Tab

Core Web Vitals data from Google PageSpeed Insights API:

LCP
Largest Contentful Paint - loading performance
FID/INP
First Input Delay / Interaction to Next Paint
CLS
Cumulative Layout Shift - visual stability

Raw Data Tab

Complete JSON export of all analysis data for developers and integrations:

  • All scores and check results in machine-readable format
  • Metadata including page title, description, word count
  • Raw analyzer outputs for custom processing
  • Copy-to-clipboard functionality for easy export

AI Chat Tab

Interactive AI assistant that has full context of your analysis results:

Ask Questions

"Why did I fail the Schema.org check?" or "What's the most impactful fix I can make?"

Get Code Examples

"Show me the JSON-LD code I need for my homepage" or "How do I create an llms.txt file?"

Prioritization Help

"I only have 1 hour - what should I fix first?" or "Which issues affect my AI visibility most?"

Pro tip: Enable "Include technical details" in chat settings for more detailed responses that reference specific check data.

Site Dashboard

When you run a Smart Scan (multi-page analysis), results are aggregated in your Site Dashboard:

  • Site-wide score - Average AEO score across all analyzed pages
  • Page list - Individual scores for each analyzed page
  • Trend tracking - Score changes over time as you re-analyze
  • Common issues - Problems that appear across multiple pages
Getting Started Scoring System