Machine Readability Intelligence

Audit how leading generative AI models portray your brand, company, executives, issues or sector—and design earned and owned strategies to influence how machines represent you.

See how AI really sees you

Generative AI models now shape billions of searches, conversations and creative outputs—yet most organizations have little insight into how they’re portrayed. Our proprietary MRI audit surfaces your machine-visible footprint across model outputs and provides clear, strategic guidance to reshape it.

Shaping the story machines repeat

Powered by Machine Readability Intelligence, we design bespoke earned, owned, technical and UX interventions to recalibrate how your brand appears in AI-generated content. MRI makes your machine reputation visible—and actionable—before automated systems define it for you.

Meet our Machine Readability Experts

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Whether you have a project in mind or want to talk possibilities, let’s connect

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