State of AI Search 2026: the new visibility gap.Download report
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Review competitors through MCP

Tools Claude uses to show the brands that appear in AI answers next to yours, ranked by share of voice, and to track up to 5 competitors.

Competitors in a collection beside your favorites

Ask Claude who you compete with in AI answers and Erlin shows you. These tools return the competitor leaderboard from your visibility checks and let you track up to 5 competitors per collection.

The leaderboard counts brands in the AI answers Erlin collected for your prompts. It does not measure competitors' revenue or market share.

Choose the collection

Claude uses your default collection unless you name another. Name the website and collection when you track more than one, so the leaderboard matches the prompts you mean.

For example: "Who are my top 20 competitors in AI search for the Product Queries collection?"

Read the competitive picture

ToolAccessPurpose
erlin_get_competitorsReadThe brands in AI answers to your tracked prompts, ranked by share of voice. Top 10 by default, and you can ask for more.
erlin_get_favorite_competitorsReadThe competitors you track for a collection, up to 5, with their priority from 1 (highest) to 5
erlin_add_favorite_competitorWriteAdd a brand to your tracked competitors for a collection

For each brand, the leaderboard returns its rank, domain, share of voice, AI visibility, number of mentions, average position and how many platforms named it. Your own brand appears at its real rank.

A brand named in one answer may not be a real alternative to your offering. Check it before you track it.

Investigate a gap

Ask Claude for the prompts and answers where a competitor appears and you do not. Use visibility tools to read those answers and the sources they cite.

A competitor appearing instead of you is a reason to investigate. It does not show that one content change caused the difference.

Add a favorite deliberately

erlin_add_favorite_competitor takes the collection, the brand name and an optional priority from 1 to 5. You can track up to 5 per collection. Tracked competitors are starred in /erlin_competitor_deep_dive and appear next to the top competitors in your full dashboard.

Review a rival before you track it

For a full review, see MCP workflow prompts. In the app, see Compare competitors.

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