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Benchmark site against competitors

A ranked comparison of the user's site against up to three competitors based on their AI visibility scores.

How it works

Read-onlyResearch and knowledge

The agent uses the compare_ai_visibility tool to benchmark the user's website against specified competitors. It scans all provided URLs, ranks them by AI visibility, and presents the results to show which sites answer engines can read best.

Prompt

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

Prompt for Benchmark site against competitors
Compare my site https://example.com against https://competitor1.com and https://competitor2.com

MCP servers it needs

Source

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

Give it your site and up to three competitors. It scans all of them and ranks them by AI visibility, so you can see at a glance who the answer engines can read and who they cannot.
Alice MCP: Audit AI Visibility From Inside ChatGPT, Claude & Cursor | Alice

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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