Share of Model
Track how often AI models mention and recommend your brand. Probe GPT-4o, Claude, Gemini, and Perplexity to measure your Share of Model - mention rate, position quality, and competitive ranking. Essential for any brand in the era where AI agents influence purchasing decisions. **4 tools:** - `generate_som_report` - full analysis in one call - `probe_ai_models` - raw probe data across models - `compare_competitors` - head-to-head leaderboard - `calculate_share_of_model` - pure metrics from probe data **BYOK** - bring your own API keys. Only pay for what you probe.
https://share-of-model--scrappycmo.run.tools
How to connect
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Smithery (hosted)
1. Open https://smithery.ai/servers/scrappycmo/share-of-model 2. Click Connect and complete OAuth in your MCP client (Claude, Cursor, VS Code, etc.) 3. MCP endpoint: https://share-of-model--scrappycmo.run.tools
Tools (4)
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probe_ai_modelsSend category/intent queries to AI models and measure brand visibility. Returns raw probe data including mention rate, position, and context for each model/query pair.
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calculate_share_of_modelCalculate Share of Model metrics from probe responses. Pure computation — no API calls. Returns overall share, per-model breakdown, per-query breakdown, and quality metrics.
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compare_competitorsHead-to-head Share of Model comparison across multiple brands. Probes all brands in one pass and returns a ranked leaderboard by mention rate.
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generate_som_reportComplete Share of Model analysis in one call — probing, calculation, and a formatted markdown report with competitive position table.