| 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. Highest-impact new extension per the v2 gap analysis — no other vendor covers all 5 AI platforms in one API. |
| metadata | {"version":"2.2.0"} |
| compatibility | Requires an SE Ranking API key (set SERANKING_API_KEY by running extensions/seranking/install.sh). |
seo-seranking
Live AI visibility tracking via the SE Ranking REST API.
Prerequisites
- Run
extensions/seranking/install.sh (or install.ps1).
- An SE Ranking API key (https://seranking.com/api).
- Before any call, verify
SERANKING_API_KEY is present in ~/.claude/settings.json under env.. If absent, tell the user to run the installer.
Routing
| 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 free-tier to Ahrefs / DataForSEO) |
/seo seranking competitors <url> | Top 10 organic competitors and shared-keyword gaps |
AI Share-of-Voice scoring
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.
Cost guardrails
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.
Cross-skill delegation
- For traditional backlinks + content audit, fall back to
seo-backlinks / seo-content.
- For platform-specific deep-dives (ChatGPT only, Perplexity only), prefer the dedicated
seo-geo skill which has Brand Mention Correlation guidance.
