djforge

Aeo Analysis — Development skill for Claude Code

Development community

Claude Code slash command for AEO analysis — brand visibility, competitive benchmarking, and citation analysis from Profound, Scrunch, and Peec exports.

How to install Aeo Analysis

This entry records only its repository, not the path inside it, so there is no exact command to give. Open djforge/aeo-analysis and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Aeo Analysis does

Claude Code slash command for AEO analysis — brand visibility, competitive benchmarking, and citation analysis from Profound, Scrunch, and Peec exports.

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README

AEO Analysis — Claude Code Slash Command

A reusable Claude Code custom slash command (`/aeo-analysis`) that runs comprehensive AI Engine Optimization analysis on CSV exports from AEO tracking tools.

What it does

Analyzes your brand's visibility, positioning, and competitive landscape across LLM platforms (ChatGPT, Perplexity, Google AI Overviews, etc.) using data exported from AEO tracking tools.

**Analysis includes:**

Dataset Overview — rows, date range, platforms, topics, prompts
Brand Visibility — mention rates overall, by platform, by topic
Position Analysis — rank distribution, avg/median by platform and topic
Competitive Landscape — top brands, co-mentions, brands when you're absent
Topic Deep Dive — best/worst topics by mention rate and position
Platform Comparison — head-to-head platform performance
Weekly Trends — mention rate and position week-over-week
Citation Analysis (if available) — domains cited, owned content presence, competitor citations, third-party sources
Executive Summary — markdown report with findings and strategic recommendations

Some sections are not applicable for all export formats — see tool notes below.

Supported AEO Tools

Tool	Export Format	Auto-detected?
Profound	Single CSV with per-response rows	Yes — by `run_id`, `platformId`, `normalized_mentions`, `mentioned?` columns
Scrunch	Single-file query export	Yes — by `query_text`, `ai_platform`, `brand_mentioned` columns
Scrunch	Two-file performance export (`report-prompts_performance-` + `report-sources_performance-`)	Yes — by filename pattern
Peec	Two-file export (`visibility_export_` + `source-domains-gap-analysis-_export_*`)	Yes — by filename pattern
Other tools	Any format	Manual column mapping via interactive prompts