LLM answer readiness scorecard
Use this scorecard to decide whether a public page has enough structured facts for AI assistants to summarize the offer without inventing details.
Readiness checks
- Confirm the page has crawlable answers for who the offer helps, what is included, what is excluded, and how delivery works.
- Check whether structured data, FAQ content, and resource links match the visible page wording.
- Flag vague claims that could make an AI answer overstate benefits, outcomes, or support.
Scoring notes
- Score only facts that are visible on public pages.
- Separate source-page gaps from model behavior so fixes stay actionable.
- Repeat the same prompts after page changes to compare answer quality over time.
Buy the kit for USD 19
Launch price: USD 19