AI Visibility Report (World‑diffing)
Benchmark a domain against the internet: crawl blocking, extractability, token bloat, rendering type, schema coverage, and more.
Explore Radar →Traditional SEO tools check for Google; SEODiff checks for the LLM extraction layer with rendered-vs-raw diffing and template-level diagnostics.
Use the same engine to catch regressions before deploy, and to benchmark visibility against the web.
Benchmark a domain against the internet: crawl blocking, extractability, token bloat, rendering type, schema coverage, and more.
Explore Radar →Diff Raw HTML vs Rendered DOM to catch hydration mismatch, template drift, and SEO regressions.
CI/CD guide →Expose every capability as a page you can link, share, and rank—then slot in more over time.
Browse tools →Stable URLs under /radar/domains/DOMAIN make your "best content" the product itself.
See how AI crawlers interpret Stripe, and what the visibility bottlenecks are.
Open report →Rendering type, crawl blocking, and extractability signals—without signing up.
Open report →World-diff a set of domains side-by-side to spot outliers and patterns.
Open compare →Free standalone tools — enter any domain and get instant results. No signup required.
Want the full directory? Browse all tools.
| Feature | Legacy Crawlers | SEODiff |
|---|---|---|
| JS Rendering | Optional / Slow | Core / Fast |
| Hydration Diff | ❌ | ✅ Yes |
| Grouping | By folder depth | By template |
| Orphan Logic | Binary (true / false) | Probabilistic |
| CI/CD | Complex scripting | Native Action |
Coverage confidence is computed per template so signal quality stays explicit.
Default: show the report. Optional: create a free account to monitor over time and unlock heavier compute (JS rendering, Lighthouse, larger crawls).
| What you can share | Public | With free account |
|---|---|---|
| Domain report (AI-readiness + benchmarks) | ✅ | ✅ |
| Radar leaderboards + benchmarks | ✅ | ✅ |
| Monitoring & history (diff your site over time) | — | ✅ |
| CPU-heavy scans (JS rendering, Lighthouse) | Limited | ✅ |
Start with a report URL you can share: /radar/domains/stripe.com · /stats · /benchmark.