# Share of Model

> Use this tool when you need to track and analyze how often AI models mention and recommend your brand, solving problems related to brand influence and competitive ranking in AI-driven purchasing decisions. It takes API keys as input and outputs metrics such as mention rate, position quality, and competitive ranking. Use it to inform marketing strategies and stay ahead of competitors in the AI-era marketplace.

Canonical page: https://skillsregistry.net/skills/scrappycmo-share-of-model  
JSON: https://api.skillsregistry.net/v1/skills/scrappycmo-share-of-model

## Description

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.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-08-24

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-24

## Source

- **Source listing:** [Smithery](https://smithery.ai/server/scrappycmo/share-of-model)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "scrappycmo-share-of-model"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/scrappycmo-share-of-model` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/scrappycmo-share-of-model/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt