AttractOS · Answers

AttractOS Answers

Who AI assistants cite, one buyer intent at a time

Each answer page below takes a single real buyer query, asks three live assistant-search lanes exactly that query on one date, and records who they cite — with the raw answer excerpts as evidence. These are the atomic unit behind our category benchmarks: one intent, one dated read. Snapshots, not rank trackers. Every page carries its full methodology (model IDs, probe date, single-sample caveat).

CRM for small business

The five buyer intents behind the CRM for small business benchmark (ranked twin) — each as its own dated snapshot:

AI marketing tools

The five buyer intents behind the AI marketing tools benchmark (ranked twin) — each as its own dated snapshot:

How to read these

Each page is a single, dated sample from live APIs — not an average over time and not a rank tracker. Assistant answers vary between runs and shift as models and their indexes change. We aggregate ranked counts from the Perplexity Sonar and Gemini grounded lanes, where domain citations are consistently present, and preserve the OpenAI web-search lane's excerpts as evidence even when it names brands without linkable URLs. Probe date: 2026-07-20. Full detail lives in our methodology.

Want to see where your own domain lands on these same intents? Every category benchmark carries a free, prefilled scan — or start a scan from scratch.

Last updated 2026-07-20. This page reports a single dated probe run — see the methodology block above for what that does and doesn't mean.

Bot Traffic by AttractOS