Engine 01Competitor research engine

AI competitor research

Sweep — AI competitor research that cites its sources

Seed a rival, a site, or a name and Dozier reads the live web, then comes back with cited findings — not a chatbot guess.

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Free to try · No card · No sales call

What is Sweep?

Most AI tools hand you a confident paragraph with no way to check it. Sweep does the opposite: you seed a competitor, a website, or a name, and Dozier researches the live web — reading real pages, pricing, and signals — then returns findings that each cite the named source they came from. It's automated competitive research you can actually stand behind in the room.

What Sweep does

  • Cited findings, not guesses

    Every finding links to the real, named source it came from — so you can verify it and defend it, instead of trusting an unsourced summary.

  • Reads the live web

    Sweep researches current pages, pricing, and public signals at run time — not a stale training snapshot.

  • Confidence on every claim

    Each finding carries a confidence badge, so you know what's solid and what to double-check before you act.

  • Seed it your way

    Start from a rival's name, a URL, or a market — Dozier figures out who competes and what's worth reporting.

How Sweep works

  1. 1

    Seed a target

    Type a competitor, a site, or a name you want to understand.

  2. 2

    Dozier researches the web

    It reads live sources and extracts what actually matters to your business.

  3. 3

    Get cited findings

    Results come back as findings, each with its source and a confidence badge — ready to become a Dossier.

Sweep — FAQ

How is Sweep different from asking ChatGPT about a competitor?
A general chatbot answers from memory and rarely cites anything you can verify. Sweep researches the live web at run time and returns findings that each link to the named source they came from — so every claim is checkable and defensible.
What can I seed a Sweep with?
A competitor's name, a website URL, or a market/category. Dozier works out who competes and surfaces what's worth reporting.
Is the research current?
Yes — Sweep reads live pages and public signals when you run it, rather than relying on a fixed training snapshot.

The rest of the platform

See Sweep on your own market.

Start with a free Exposure Audit — see your business the way a rival does — then cited findings, ranked moves, and Dozier watching for what changes next.

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