Validation & Measurement

Treat media discovery as an observable publishing workflow.

• Inspect the initial HTML response, not only the browser's hydrated DOM.
• Test VideoObject and other eligible markup with Google's Rich Results Test and Schema.org validation tools.
• Use Search Console URL Inspection, video indexing reports, enhancement reports, and performance filters where available.
• Confirm that the canonical page, player, poster, captions, transcript, and media URLs return the intended status codes to authorized crawlers.
• Check Open Graph previews with each relevant social platform's validation tools.
• Review server or CDN logs for media and transcript crawling when that data is available.
• Connect discovery to outcomes: organic landing sessions, media plays, engaged viewing or listening, conversions, referrals, and accurate citations.

A technically valid VideoObject is not proof that Google will show a video result. Likewise, a generative citation is not a stable placement. Monitor trends and content accuracy rather than treating either as a guaranteed switch.