Land inside the table, not just the paragraph
Response Features turns raw AI answers into a metric you can act on.
Signal over time
Sample data from a real GEO project
Illustrative data
- ChatGPT
- Gemini
From raw answer to actionable metric
Capture
We ask the model your buying questions on a schedule.
Read
Two layers parse each answer: deterministic + LLM.
Act
Every metric drills down to the exact words behind it.
Every metric, with the exact line behind it
"Verbatim line from a model answer that powered the metric above."
"A second example, neutral in tone but rich in context."
AI answers are not flat walls of text. They come with lists, comparison tables, shopping blocks, local packs and images. Sitting inside one of those is a different and far stronger kind of win than a passing line in prose. Response Features tells you whether you make the cut.
What Response Features does
We track which formats show up in the answers across your category, how often each one appears, and crucially, how often your brand lands inside them rather than getting left out in the surrounding text. Then we compare ChatGPT against Gemini, because the two build their answers very differently.
Why it matters for GEO
A mention buried in a paragraph is easy to skim past. A spot inside a comparison table or a shopping block is a recommendation with a frame around it. Knowing which formats dominate your category, and whether you are getting into them, tells you how to structure your own content and product data so the models can slot you into the high value formats.
What you see
Which features appear and how frequently, your inclusion rate inside each one, and the gap between the two engines, so you can prioritize the formats that matter most where you are weakest.
Pairs with Compare across models and Citations.
Built to move real numbers
Always evidence first
No metric is reported without the verbatim line behind it.
ChatGPT, Gemini, Google AI Mode and Perplexity
Side by side, in the country and language you care about.
Export-ready
Send results into a client report or a Slack alert.
Frequently asked
How often does it refresh?+
Daily by default; on-demand re-runs are one click.
Can I export this?+
Yes — CSV, PDF and a public link suitable for client reports.