Comparative insights into how different AI assistants (ChatGPT, Claude, etc.) discover and recommend products.
The agent runs the same set of realistic customer scenarios across different AI assistants to identify discrepancies in discovery and recommendation behavior. This helps marketers understand where their product is being missed or misunderstood by various AI models.
- Category: Research and knowledge
- Effect: Read-only
- MCP servers: Agentzia MCP (https://koskamo.com/explore/agentzia-mcp)
- Source: How to Check If ChatGPT Recommends Your Product (https://www.agentzia.dev/how-to/check-if-chatgpt-recommends-your-product)
- Source quote: "Running matched situations across ChatGPT, Claude, Gemini, and Grok reveals where discovery and recommendation behavior differs by client."
- Playbook page: https://koskamo.com/explore/use-cases/test-ai-visibility-across-multiple-assistants
Prompt: Test the recommendation of [Product Name] for [Use Case] across ChatGPT, Claude, Gemini, and Grok. Compare the discovery paths and final selections for each assistant.