See who gets named when your buyers ask.
Ask buying questions through configured providers and inspect the answers collected for ChatGPT, Gemini, Google AI Mode and Perplexity. Review named brands, cited URLs, share of voice, sentiment, position and gaps in those samples.
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A question, an answer and the evidence extracted.
Illustrative exampleChoose an engine and inspect a sample response and its sources.
Answer evidence behind mentions, citations and gaps.
Fictional example data. No live model is queried in this explainer.
Open the answer behind the chart
A chart is useful when you can inspect the underlying question, engine, collection time, answer and cited URLs. Keep sample counts and unavailable results visible so a failed request never becomes an apparent absence for your brand.
For question-level guidance, open Win this answer and inspect the evidence behind the proposed next step.
Use a sample as a sample
Provider-collected answers vary by question, time and context. They are not complete engine coverage or a record of what every buyer saw. ChatGPT and Gemini have worked through Bright Data; Perplexity has failed on the provider's side. DataForSEO has not been tested.
Use markets and repeat samples to understand how the collection grows and how repeated answers can differ.
How it works
- Choose the buyer questions and configured engines.
- Collect answer samples within the supplier caps.
- Inspect the answers, mentions, citations and comparable trends.
What to know before you use it
- Tracking is hidden until a paid data provider is configured.
- These are samples of answers, not complete coverage or identical copies of every app experience.
- ChatGPT and Gemini have worked through Bright Data; Perplexity failed on the provider side. DataForSEO is untested.
- Many answer charts have only been reviewed with sample data.
Questions
Does this show every answer a buyer sees?
No. It reports collected samples for the questions and engines selected.
Does a failed engine run count as no mention?
It should remain an unavailable result, separate from a successful answer with no brand mention.
Turn the answer evidence into a plan.
Review the data you already have and agree what to write, correct or pursue on relevant sources.