seo-ai-search-share-of-voicelisted

> Example output: [examples/seo-ai-search-share-of-voice-wix-com-20260427/REPORT.md](../../examples/seo-ai-search-share-of-voice-wix-com-20260427/REPORT.md) # AI Search Share of Voice Compare AI-search visibility for a target brand against competitors across every major LLM engine, then analyse the topic clusters each brand owns and where gaps exist. ## Prerequisites - SE Ranking MCP server connected. - User provides: (a) target domain and its brand name, (b) list of competitor domains and brand names, (c) country (default: `us`), and (d) optionally, which engines to analyse (default: all supported: `ai-overview`, `chatgpt`, `perplexity`, `gemini`, `ai-mode`). ## Process 1. **Leaderboard snapshot** `DATA_getAiOverviewLeaderboard` - Pull the AIO leaderboard for the target domain's category in the target country. - Capture mention counts and share percentages per engine, per domain. 2. **Heatmap table** - Build a table: rows = domains (target + competitors), columns = engines, cells = % share of voice. - Highlight the leader per engine and the worst performer. 3. **Prompt sampling per domain** `DATA_getAiPromptsByBrand`, `DATA_getAiPromptsByTarget` - For each domain (target and each competitor): - Pull 10 ChatGPT prompts where the domain appears as a source (link mention). - Pull 10 ChatGPT prompts where the brand is mentioned by name. - Save query text and the exact sources cited so the user can validate. 4. **Topic clustering** - Group