AI Answer Readiness Checker
I built this AI content audit tool to catch structural clarity gaps before publishing. Paste a draft and check whether the page is easy to extract, retrieve, and reuse in AI answers. Content stays in your browser.
Use it to review direct answers, heading structure, passage retrieval risk, citation cues, and sections that may not make sense when pulled out of the full page.
Now includes a Retrievability Audit (v1) mode for structural checks aligned with the Retrieval Stack.
New here? Read the AI Retrieval Content Checklist for the framework behind what this tool is checking.
Input
Paste your draft, pick a mode, and use the score plus fix queue to prioritize the highest-impact edits first.
Client-side only. No API calls. No server storage.
Analysis setup
Local preferences
Readiness score
Not answer-ready
Rubric tuned for: Informational + Blog
Analyzing as: English
Detected topics: —
—
Retrievability dimensions
Fix next
Prioritized actions based on missing score weight.
Analysis workspace
Switch between checks, inspection, and rewrite suggestions without losing your score context.
Checks
Click a row to see details
Text inspector
Suggestions
Templates and checklist prompts to improve the current draft.
TL;DR template
TL;DR: [Topic] is [short definition]. The most important points are [point 1], [point 2], and [point 3].
Key takeaways template
## Key takeaways - [Main takeaway 1] - [Main takeaway 2] - [Main takeaway 3]
FAQ skeleton
## FAQ ### What is [topic]? [Direct definition] ### How does [topic] work? [Short explanation] ### When should you use [topic]? [Context + recommendation]
Definition box template
[Topic] is [plain-language definition]. In practice, it helps with [outcome]. Use it when [scenario].
- Put a direct definition in the first section.
- Add a short answer or TL;DR block above the fold.
- Use question headings for core sections.
- Keep paragraphs short and scannable.
- Add references or source links.