MCP servers

Marketing expertise, encoded as callable tools.

Each ScrappyCMO MCP server covers one marketing domain. Install via Smithery, npm, or connect directly. Your agent calls the tools; you get structured analysis back.

Share of Model

live

The first tool in the ScrappyCMO suite. Measure how often AI models mention your brand when answering questions in your category. Probe ChatGPT, Claude, Gemini, and Perplexity. Benchmark against competitors. Track changes over time.

probe_ai_models

Ask a question to multiple AI models and see which brands they mention. Test your visibility across ChatGPT, Claude, Gemini, and Perplexity.

calculate_share_of_model

Measure your brand's share of mentions relative to competitors across multiple AI models and prompts.

compare_competitors

Benchmark your brand against specific competitors across AI models. See who gets mentioned and in what context.

generate_som_report

Generate a comprehensive Share of Model report with trends, competitive positioning, and recommendations.

For humans$9

Does ChatGPT recommend your brand?

We ask the models behind ChatGPT, Claude, Gemini, and Perplexity the questions your customers ask, then rank you against your competitors. Shareable report in under a minute.

Start your analysis
For agents

Install the MCP server.

Smithery

Install from Smithery

Direct connection

npx mcp-remote https://mcp.scrappycmo.com/sse

Coming next

Each module is one MCP server covering one marketing domain. They build on each other but each is independently valuable.

Positioning Coach

coming soon5-7 tools

Define what you are, for whom, and why you instead of the alternatives.

Define what your product is, who it is for, and why someone should choose it over the alternatives. Produces positioning artifacts tailored to your channels, for both human and agent audiences. Built from over a decade of marketing expertise.

Audience/ICP

coming soon4-5 tools

Who exactly are you for? Define your human buyers and agent discoverers.

Map your ideal customer profile and the agent personas that will recommend you. Different questions, different answers, same product.

Messaging/Copy

coming soon5-6 tools

What do you say? Generate dual-audience messaging artifacts.

Produce human-facing copy and agent-facing descriptions from the same positioning input. Headlines, taglines, tool descriptions, registry metadata.

Get notified when new tools ship.