# 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. Esse…

## Quick Start

```bash
# Connect this server (installs CLI if needed)
npx -y @smithery/cli@latest mcp add scrappycmo/share-of-model

# Browse available tools
npx -y @smithery/cli@latest tool list scrappycmo/share-of-model

# Get full schema for a tool
npx -y @smithery/cli@latest tool get scrappycmo/share-of-model probe_ai_models

# Call a tool
npx -y @smithery/cli@latest tool call scrappycmo/share-of-model probe_ai_models '{}'
```

## Direct MCP Connection

Endpoint: `https://share-of-model--scrappycmo.run.tools`

**Optional config:**
- `x-anthropic-key` (header) — Anthropic API Key
- `x-gemini-key` (header) — Google Gemini API Key
- `x-openai-key` (header) — OpenAI API Key
- `x-perplexity-key` (header) — Perplexity API Key

## Tools (4)

- `probe_ai_models` — Send category/intent queries to AI models and measure brand visibility. Returns raw probe data including mention rate, …
- `calculate_share_of_model` — Calculate Share of Model metrics from probe responses. Pure computation — no API calls. Returns overall share, per-mode…
- `compare_competitors` — Head-to-head Share of Model comparison across multiple brands. Probes all brands in one pass and returns a ranked leade…
- `generate_som_report` — Complete Share of Model analysis in one call — probing, calculation, and a formatted markdown report with competitive p…

```bash
# Get full input/output schema for a tool
npx -y @smithery/cli@latest tool get scrappycmo/share-of-model <tool-name>
```