Four types of output
Alignment Gaps
Per prompt and per content chunk: what AI engines say versus what your page actually contains. Includes missing topics, format mismatches, and accuracy issues.
Technical Issues
Per URL: bot blocking, JavaScript rendering failures, Core Web Vitals problems, missing structured data.
Cross-URL Insights
For prompts spanning multiple pages: how your URLs work as an ensemble, internal linking gaps, and unified recommendations. See Cross-URL Analysis.
Quick Wins
A ranked list of the highest-impact, lowest-effort changes across your entire project — sorted by priority score.
Priority score
Every recommendation has a priority score from 0 to 100. The score is calculated from impact, effort, and how many AI engines are affected. See Prioritization for the full formula. Recommendations are grouped into four categories:| Category | Score | When to act |
|---|---|---|
| Quick Win | 80–100 | This week |
| Strategic Investment | 50–79 | Next sprint |
| Medium Priority | 30–49 | After quick wins |
| Low Priority | 0–29 | Deprioritize |
Technical issues that block AI crawlers are always scored at Priority 100 — fix these before any content changes.