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Auditing Competitors’ AI Search Presence

Field notes on AI search visibility, technical SEO, paid media and platform engineering.

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Auditing Competitors’ AI Search Presence ·

We Built a Prompt Library for Auditing Competitors’ AI Search Presence

Every new client engagement starts with the same 15 prompts run against their top 3 competitors. We're publishing the actual prompt list we use internally, so you can run the same check yourself.

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See How AI Search Describes Your Brand Today

We run your domain through the same visibility checks we use on client accounts — AI answer coverage, technical SEO and content gaps — and send you the findings. No obligation.