AI answer engines are non-deterministic. The same prompt can produce different answers in different sessions, different locations and different models. This tool takes one honest snapshot from Gemini and shows you whether your brand appeared.
Treat it as a directional check for Gemini specifically. It does not represent Google AI Overviews, ChatGPT, Perplexity or Copilot. For broader coverage, rerun weekly and compare, and pair with a real SERP or AI-tracking service.
Where this tool actually helps
Sanity-checking Gemini before a client conversation
Run the prompts your buyer would ask. If Gemini names competitors and not you, that is a specific, verifiable data point.
Tracking one AI over time
Rerun the same prompts monthly. Movement is a signal. A single run is not.
Prompt-testing a new page
Publish, wait a week or two, then rerun. If nothing changes, structure or authority may need work.
How to read the result
Read each answer in full. Being merely named is different from being recommended, cited or linked. AI answers change between runs, so any single result is a snapshot, not a ranking.
Common mistakes we see
- Testing branded prompts. AI will name you if you name yourself. Use category prompts real buyers type.
- Treating one snapshot as a ranking. AI answers vary by session, location and model.
- Assuming this result reflects ChatGPT, Perplexity or Google AI Overviews. It does not. Only Gemini was queried.
- Blaming missing schema for non-mention. Non-mention has many causes, authority, sources Gemini trusts, prompt phrasing.
FAQs
- Which AI is being queried?
- Gemini. Google Search grounding is not guaranteed to be enabled and is not shown per response, treat this as a raw model call, not an AI Overview.
- Does this represent ChatGPT, Perplexity or AI Overviews?
- No. Each engine uses different retrieval and models. Only Gemini was queried in this snapshot.
- Why did the answer change when I reran it?
- AI models are non-deterministic. Same prompt, different output. That is why one run is a snapshot, not a ranking.
A note from Nimitt
A tool gives you a number. A person tells you what to do with it. If you want a straight answer on your site, send it over. I read every one myself.