Product Surface

Feature System Built for Conversion and Trust

Each block below maps to a practical test case for SEO, rendering, and content extraction.

Structured scoring dimensions for intent, pace, and communication style.

Behavioral safety scoring and progressive verification for better match quality.

Conversational starters generated from profile-level intent tags.

Does this page use mixed source images?

Yes, both local and placehold images appear in metadata and body content.

Can rewrite safely promote og:image after replacement?

Yes. This site is designed to validate that exact flow.