Koskamo

Track competitor recommendations in AI

Identify which competitor brands are recommended or cited by AI assistants for specific prompts, providing competitive intelligence in structured JSON format.

How it works

Read-onlySales and marketing

The agent uses the Competitor Analysis API to analyze AI responses for a given prompt set. It identifies competitor brands mentioned by engines like ChatGPT, Gemini, and Copilot. Ensure the prompt set is relevant to your industry to get meaningful competitive insights.

Prompt

Paste this into an agent that has the servers below connected. Adjust the names and dates to your own.

Prompt for Track competitor recommendations in AI
Analyze which competitors ChatGPT and Copilot recommend for 'project management software' and return the results as JSON.

MCP servers it needs

Source

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

See which competitors ChatGPT, Gemini and Copilot recommend and cite for any prompt set, as JSON.
SERP & AI answer API use cases · AnswerLine

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.