aeo-geo-agent

End-to-end AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) agent for documentation sites. Use when someone wants to optimize their docs for AI citation, improve AI discoverability, audit their site against AEO best practices, create llms.txt, add AI-friendly structured data, or work through a full 29-item AEO/GEO checklist. Also use for phrases like "optimize my docs for AI", "make my site discoverable by AI", "AEO audit", "GEO optimization", or "help me rank in AI search results".

1.30x

Quality

100%

Does it follow best practices?

Impact

99%

1.30x

Average score across 3 eval scenarios

Securityby

Advisory

Suggest reviewing before use

Evaluation results

100%

AI Discoverability for Novex Docs

llms.txt and llms-full.txt creation

Criteria

Without context

With context

H1 title present

100%

Blockquote summary present

100%

H2 sections with links

100%

Absolute URLs only

100%

Link descriptions present

100%

Correct file location

100%

Auto-gen script exists

100%

Script reads source files

100%

Script strips frontmatter

100%

Per-page title and URL header

100%

54%

AEO/GEO Documentation Audit for Stackly

AEO assessment phase execution

Criteria

Without context

With context

assess_project.py invoked

100%

Assessment JSON structure correct

100%

generate_report.py invoked

40%

100%

Quick Wins section present

100%

Baseline copy saved

100%

Qualitative content review performed

88%

100%

Items rated with correct status values

30%

100%

Report sorted by impact priority

80%

100%

97%

15%

AEO Quick Wins Implementation for Vaultex Docs

Item implementation and work log

Criteria

Without context

With context

Work log file created

100%

Work log entry header format

30%

70%

Work log entry body fields

57%

100%

robots.txt AI crawler entries

100%

robots.txt Sitemap reference

100%

JSON-LD @context set correctly

100%

Organization and SoftwareApplication schemas present

100%

Organization sameAs array

100%

FAQPage JSON-LD present

100%

FAQPage has 5+ Q&A pairs

100%

Dependency order in work log

100%

Changelog created

100%

Repository: kubical-ai/aeo-geo-optimization
Commit: 658c481

Evaluated: about 2 months ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

AI Discoverability for Novex Docs AEO/GEO Documentation Audit for Stackly AEO Quick Wins Implementation for Vaultex Docs

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