Evaluation types

What AIOTruth evaluates

Each evaluation type runs behind an AIOInsights check and is labeled Powered by AIOTruth. The check happens on AIOInsights. AIOTruth is the methodology and the evidence.

Evaluation typeLive

Trust Visibility

Evaluates the observable signals a business publishes across clarity, entity consistency, authority, AI discoverability, trust, and local presence.

Content Credibility

Evaluates whether a page is readable, attributable, sourced, specific, original, and honestly maintained. It does not claim to prove whether a human or an AI wrote the page.

WebMCP Readiness

Inspects the current evidence that a website exposes structured tools for browser agents. Absence is not a current failure, and presence is not a security certification.

New standards become types, not brands

When a new machine interaction standard appears, the default is a new AIOTruth evaluation type inside this engine, not a new website. Agent readiness, structured action exposure, entity consistency, citation readiness, local machine readability, and protocol readiness are the kind of tests that belong here.

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