Aeo Audit
Run a one-time AEO audit of six AI answer engines, scored per surface.
Install
npx skills add indranilbanerjee/digital-marketing-pro --skill aeo-audit -g -a claude-code -y- Repository
- indranilbanerjee/digital-marketing-pro921
- Category
- Engineering
- Updated
- 6d ago
- License
- MIT
- Context cost
- Mediumabout 2,931 tokens
- Runs scripts
- No, instructions only
What it does
Run a one-time AEO audit of six AI answer engines, scored per surface. \"check our AI search visibility\
/digital-marketing-pro:aeo-audit
Script location. If your host does not set
${CLAUDE_PLUGIN_ROOT}, the scripts are in this plugin'sscripts/folder, next toskills/. Run them with Python 3.10 or newer:python, orpython3wherepythonis not found (macOS, many Linux systems).
Metrics: mention rate, citation rate, share of model, share of AI voice, sentiment and the AI Visibility Score are defined, with formulas, in
skills/context-engine/ai-visibility-metrics.md. Report every score with its formula and its sample size (n).
Purpose
Evaluate the brand's visibility and accuracy across AI answer engines. Analyze how the brand is cited, described, and recommended by ChatGPT, Perplexity, Google AI Mode (the conversational search tab; see the AI Mode note in skills/aeo-geo/SKILL.md), Google AI Overviews, Gemini, and Microsoft Copilot. Produce optimization recommendations to improve AI visibility.
AI Mode vs AI Overviews, why both matter: AI Overviews are the summary block at the top of a classic Google SERP and trigger on a subset of queries. AI Mode is a separate conversational tab (AI Overviews remain the default) backed by Gemini 3.5 Flash with deeper reasoning, follow-ups, and a different citation pattern. The two surfaces often select different sources for the same query; no figure is published, so measure the overlap in your own probe set. Audit both.
