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Rivac Labs
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PromptScout — AI Answer-Engine Visibility Tracking

Monitors how brands are mentioned and cited across AI answer engines, turning the findings into weekly visibility reports and content recommendations.

Delivered and in production use.

promptscout.app
Screenshot of the PromptScout website

What We're Building

The full scope of this engagement

  • The multi-provider extraction pipeline querying five AI providers on a schedule

  • An eval harness measuring extraction accuracy and consistency across providers over time

  • The Opportunities and Content Briefs engine turning monitoring data into specific recommendations

  • The Prompt Suggestions feature and Search Console / Bing Webmaster traffic integrations

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This is real, active work — talk to us about what you're trying to build and we'll tell you honestly what it would take.

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