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seo-seranking

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SE Ranking AI visibility analyst (extension). Tracks AI Share-of-Voice across ChatGPT, Gemini, Perplexity, AI Overviews, and AI Mode in a single query.

What it does

SE Ranking AI visibility analyst (extension). Tracks AI Share-of-Voice across ChatGPT, Gemini, Perplexity, AI Overviews, and AI Mode in a single query.

The skill document

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.html).
  • 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

CommandPurpose
/seo seranking ai-visibility Share-of-voice for brand across ChatGPT, Gemini, Perplexity, AI Overviews, AI Mode
/seo seranking serp Top 100 organic positions + SERP features
/seo seranking backlinks Backlink profile (alternative vendor source to Ahrefs / DataForSEO)
/seo seranking competitors 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 seogeo dataforseo-costs 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.

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