Signal

Validation hygiene (use existing validators)

Whether structured data, feeds, and protocol manifests are run through existing maintained validators rather than a homegrown checker.

AffectsMatchingEvidenceSpec-factConfidenceVery highImpact2/3Last verified

Per-platform status

Where a platform documents relevant behavior, its status and source are shown. Undocumented platforms show "unknown" - honest unknowns, never invented.

PlatformStatusNotesSource
ChatGPTUnknownNot documented by this platform.-
Gemini / Google AI ModeUnknownNot documented by this platform.-
PerplexityUnknownNot documented by this platform.-
CopilotUnknownNot documented by this platform.-
ClaudeUnknownNot documented by this platform.-

Evidence and sources

This signal is typed spec-fact (Very high confidence).

How to act on this

Run the Rich Results Test, Schema.org validator, Merchant Center diagnostics, and a maintained UCP/ACP validator on every deploy; fix every error, then triage warnings.

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