ConceptDiscovery layer

fastbrowse Citation Gate

fastbrowse does not just complete a web workflow; it re-observes the page after each action and returns answers backed by verbatim quoted text that is checked before a task is reported complete.

By InnovaAI ResearchPublished

What is fastbrowse Citation Gate?

“Verbatim quote check → client-ready answer”

Task instruction → action → re-observe → verbatim quote check → cited client answer

fastbrowse does not just complete a web workflow; it re-observes the page after each action and returns answers backed by verbatim quoted text that is checked before a task is reported complete. Treat that quote check as the gate every client deliverable must pass through. On the Free plan an agency gets one run at a time and 7 day history, enough to prototype a single competitor price check. Starter at $29/mo lifts this to 5 concurrent runs, 30 day history, named scoped secrets, profiles, schedules and webhooks, which is the realistic floor for a retainer that emails a client weekly cited answers. Pro at $199/mo adds 25 runs, 90 day history, session recordings and an audit log, the tier to quote when a client asks how you prove what the agent saw. The gate model keeps agencies honest: if a run cannot produce a quote, it is not a deliverable, it is a bug report.

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