Light token usage

Brand sentiment

Not "does an AI bring you up unprompted" — that's a different check. This asks directly: when someone asks an AI assistant about your brand by name, what does it actually say? A fixed panel of 5 questions, each asked 3 times, so the silence rate — how often it has nothing to say — is visible on its own.

Add this if your brand name is short or shared with something else — it's woven into every question to help the AI find the right entity.

Add this to also check where your own social profiles (LinkedIn, X, etc. — read from your homepage's structured data) actually rank on Google for your brand name. Uses one real Google search, so it's not free.

Currently Gemini only — real, live-grounded answers. 15 live checks per run.

Brand sentiment

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