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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. Highest-impact new extension per the v2 gap analysis — no other vendor covers all 5 AI platforms in one API.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
SERP-based semantic topic clustering for content architecture planning. Groups keywords by actual Google SERP overlap (not text similarity), designs hub-and-spoke content clusters with internal link matrices, and generates interactive visualizations. Optionally executes content creation if claude-blog is installed. Use when user says "topic cluster", "content cluster", "semantic clustering", "pillar page", "hub and spoke", "content architecture", "keyword grouping", or "cluster plan".
FLOW framework integration — evidence-led SEO using the Find → Leverage → Optimize → Win loop. Surfaces stage-specific AI prompts from the FLOW knowledge base (41 prompts, CC BY 4.0). Use when user says "FLOW", "FLOW framework", "seo flow", "evidence-led SEO", "find leverage optimize win", or wants stage-specific SEO prompts.
Ahrefs API analyst (extension). Reads referring domains, backlinks, organic keywords, and content explorer data via the official @ahrefs/mcp@0.0.11 server. Pairs with seo-backlinks for multi-source confidence weighting.
Multi-page Lighthouse audit via the MIT-licensed Unlighthouse CLI. Free-tier alternative to running PageSpeed against every URL on a site — no API quota burn, runs locally.
Local SEO analysis covering Google Business Profile optimization, NAP consistency, citation health, review signals, local schema markup, location page quality, multi-location SEO, and industry-specific recommendations. Detects business type (brick-and-mortar, SAB, hybrid) and industry vertical (restaurant, healthcare, legal, home services, real estate, automotive). Use when user says "local SEO", "Google Business Profile", "GBP", "map pack", "local pack", "citations", "NAP consistency", "local rankings", "service area", "multi-location", or "local search".
Maps intelligence for local SEO — geo-grid rank tracking, GBP profile auditing via API, review intelligence across Google/Tripadvisor/Trustpilot, cross-platform NAP verification (Google/Bing/Apple/OSM), competitor radius mapping, and LocalBusiness schema generation from API data. Three-tier capability: free (Overpass + Geoapify), DataForSEO (full intelligence), DataForSEO + Google (maximum coverage). Use when user says "maps", "geo-grid", "rank tracking", "GBP audit", "review velocity", "competitor radius", "maps analysis", "local rank tracking", "Share of Local Voice", or "SoLV".
| 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). |
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 free-tier 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.