We track what large language models actually say, repeatedly, over time, and turn it into the rankings on this site.
| 1. Ask real questions | For each industry we maintain a set of real buyer questions and ask them to AI engines on a recurring schedule. |
| 2. Capture the full answer | We record the engine's complete response and every source it cites, with a timestamp, currently 6378 answers across 4 industries. |
| 3. Extract products & sources | We identify which products the answer recommends and which pages it cites, then aggregate across all questions and dates. |
| 4. Update continuously | Because AI answers change, we re-run and refresh, so rankings reflect what AI says now, not a one-off snapshot. |
A tool's score is the share of tracked answers in which an engine names it. "Sources" counts how often a domain is cited across those answers.
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