# Aeo Audit

Run a one-time AEO audit of six AI answer engines, scored per surface.

- Repository: https://github.com/indranilbanerjee/digital-marketing-pro (921 stars)
- Category: Engineering
- License: MIT
- Last updated: 2026-10-29
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add indranilbanerjee/digital-marketing-pro --skill aeo-audit -g -a claude-code -y`
Codex: `npx skills add indranilbanerjee/digital-marketing-pro --skill aeo-audit -g -a codex -y`
Cursor: `npx skills add indranilbanerjee/digital-marketing-pro --skill aeo-audit -g -a cursor -y`
Gemini CLI: `npx skills add indranilbanerjee/digital-marketing-pro --skill aeo-audit -g -a gemini-cli -y`

## Description

Run a one-time AEO audit of six AI answer engines, scored per surface. \"check our AI search visibility\

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# /digital-marketing-pro:aeo-audit

> **Script location.** If your host does not set `${CLAUDE_PLUGIN_ROOT}`, the scripts are in this plugin's `scripts/` folder, next to `skills/`. Run them with Python 3.10 or newer: `python`, or `python3` where `python` is 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.

The rest: https://github.com/indranilbanerjee/digital-marketing-pro/blob/HEAD/skills/aeo-audit/SKILL.md