Dating platforms handle public discovery pages alongside sensitive account and profile areas, so the technical review must separate what should be indexable from what should remain private. Close each item only after the evidence and validation agree.
Mobile Core Web Vitals and interaction quality. Evidence required: field data in Search Console where available, PageSpeed Insights diagnostics, and direct testing of the main public templates on representative mobile devices.
Pass condition: important public landing pages have no unresolved user-experience problem that the team has decided is material after reviewing field and lab evidence. Fail condition: a recurring loading, interaction, or layout issue affects a primary template and remains unexplained or unowned.
Severity: high when discovery or service-selection pages are difficult to use. Owner: web performance or engineering. Corrective action: identify the blocking resource, rendering pattern, script, or media behavior and address the template-level cause rather than masking a single URL.
Validation: rerun the same diagnostics and confirm the affected template works in direct mobile testing. Tools: PageSpeed Insights, Search Console.
ProfilePage structured data for public matchmaker or expert pages. Evidence required: the rendered page, the structured-data output, and confirmation that the page represents a real public person or profile that users can view.
Pass condition: markup, if used, matches visible page content and validates without relying on hidden or invented attributes. Fail condition: the markup describes information users cannot see, is attached to the wrong page type, or is used merely to chase a search feature.
Severity: medium. Owner: technical SEO with engineering. Corrective action: remove unsupported properties, align the markup with visible content, or omit the markup when the page is not an appropriate profile entity.
Validation: inspect the rendered source and test the final output with Schema.org tooling. Tools: Schema.org, Validator.schema.org.
Robots controls for private or user-generated profile areas. Evidence required: robots.txt, meta robots directives, authentication behavior, XML sitemaps, and a sample of public and private profile URLs.
Pass condition: pages intended for search discovery are crawlable and indexable as designed, while private account or profile areas are protected by the product's access controls and are not exposed merely because of crawler directives.
Fail condition: sensitive pages are publicly reachable when they should not be, or important public pages are accidentally blocked. Severity: critical for privacy exposure and high for broad accidental blocking.
Owner: engineering with security or privacy review. Corrective action: fix access control first, then align crawler directives and sitemaps with the intended public surface. Validation: test authenticated and unauthenticated access and inspect crawler directives on representative URLs. Tools: Screaming Frog.
Image delivery for public profile previews and editorial media. Evidence required: rendered image dimensions, file formats, transfer sizes, responsive image markup, and layout behavior on public templates.
Pass condition: images are appropriately sized for their display context, use supported efficient formats where practical, and do not cause avoidable layout movement or excessive transfer. Fail condition: oversized source files or fixed dimensions materially degrade a primary public template.
Severity: medium. Owner: front-end engineering or design systems. Corrective action: resize source assets, use responsive delivery, and choose WebP or AVIF where supported by the delivery stack. Validation: retest representative templates and verify that the optimized asset is actually served.
Check 2 representative mobile templates, and treat the previously published 2.5 seconds reference as historical page context rather than a guaranteed threshold because this JSON contains no supporting source URL for it. Tools: Cloudinary, TinyPNG.