Aeo Analysis
Description
Claude Code slash command for AEO analysis — brand visibility, competitive benchmarking, and citation analysis from Profound, Scrunch, and Peec exports
Installation
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open the source below and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
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 |
Tool notes
**Profound**
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