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Test AI visibility across multiple assistants

Comparative insights into how different AI assistants (ChatGPT, Claude, etc.) discover and recommend products.

How it works

Read-onlyResearch and knowledge

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.

Prompt

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Prompt for Test AI visibility across multiple assistants
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.

MCP servers it needs

Source

The vendor page this playbook is drawn from, and the passage that supports it.

Running matched situations across ChatGPT, Claude, Gemini, and Grok reveals where discovery and recommendation behavior differs by client.
How to Check If ChatGPT Recommends Your Product

Each playbook is drawn from the vendor page it cites and reviewed by Koskamo before it is published. Koskamo does not run these servers or your agent: check what each tool will do before you let it act on your accounts.

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