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Preserve and improve what people already use: findability, clarity, trust and conversion.

Understand whether AI systems can discover and reconstruct the business.

Expose clear entities, offers, evidence and machine-readable signals.

Turn a service into a capability an Agent can understand and invoke safely.

Enable controlled Buyer/Seller Agent discovery and business interaction.

Track market, customers, competitors, pricing, entrants and technology.

Build proof, provenance, status and re-verification loops.

Map applicable requirements to evidence, findings and remediation.