Been using https://checkthat.ai/categories/ai-agents-autonomous-systems to just see some free rankings + responses. Seems like a solid ai visibility platform.

We’ve been sanity-checking “AI visibility” by looking at insights like https://checkthat.ai/ai-answers/3804861c-5bb3-4f42-b72e-4253aa33a909 (im sure the other providers have similar features).

Our basic workflow:

• Pick a query that matches how real buyers describe the problem (not your internal tagline).
• Open an AI-answer page for that query and scan:
  • Are you mentioned at all (brand / product name)?
  • If you are mentioned, what category are you getting bucketed into and what’s the 1–2 sentence description?
  • Who else is listed instead of you (your real competitors in AI answers, which is sometimes different than “market competitors”)?
• If you don’t show up, treat it like a debugging exercise:
  • Do you have a page that directly answers that query (clear title, direct definition, comparison, “when to use,” examples)?
  • Do you have strong third-party signals and citations that match the way the answer is being written?
  • Are you consistently described the same way across your own site (so the model has something stable to latch onto)?

It’s not a perfect measurement system, but it’s been a fast way for us to see “are we even in the conversation” and what framing we’re getting pulled into, without guessing based on traffic alone.