name: seo-seranking description: SE Ranking AI visibility analyst (extension). Tracks AI Share-of-Voice across ChatGPT, Gemini, Perplexity, AI Overviews, and AI Mode in a single query. metadata: version: "2.2.4" compatibility: "Requires an SE Ranking API key (set SERANKING_API_KEY by running extensions/seranking/install.sh)."
Live AI visibility tracking via the SE Ranking REST API.
extensions/seranking/install.sh (or install.ps1).SERANKING_API_KEY is present in ~/.claude/settings.json under env.. If absent, tell the user to run the installer.| Command | Purpose |
|---|---|
/seo seranking ai-visibility <brand> |
Share-of-voice for brand across ChatGPT, Gemini, Perplexity, AI Overviews, AI Mode |
/seo seranking serp <keyword> |
Top 100 organic positions + SERP features |
/seo seranking backlinks <url> |
Backlink profile (alternative vendor source to Ahrefs / DataForSEO) |
/seo seranking competitors <url> |
Top 10 organic competitors and shared-keyword gaps |
SE Ranking samples each AI platform's responses for brand mentions across a configurable prompt set. The scorer is the same logic used by Profound / Peec AI but bundled into one MCP/API. Output fields:
chatgpt_sov: % of sampled prompts where the brand appears in the response.gemini_sov: same, against Google Gemini.perplexity_sov: same, against Perplexity.ai_overviews_sov: brand citation rate inside Google AI Overviews.ai_mode_sov: brand citation rate inside Google AI Mode (US English first).Report each as a percentage with a confidence note based on sample size.
SE Ranking API uses unit accounting. Single AI visibility query is
~5 units (1 per platform). Use scripts/dataforseo_costs.py to log
spend across vendors.
seo-backlinks / seo-content.seo-geo skill which has Brand Mention Correlation guidance.