All scores · Public AI Visibility Score · checked 1h ago
AI Visibility Score for ostad.app
Audited URL: https://ostad.app/
Live score
29/100
Grade F — F (Invisible to AI Engines)
Deterministic AEO/GEO readiness for citations in ChatGPT, Perplexity, Claude & Google AI.
Score history
Unchanged since first recorded audit
First recorded: 29/100 (grade F) · 1h ago
Current: 29/100 · 1 check
| When | Score | Grade | Δ step | vs first |
|---|---|---|---|---|
| 2026-07-25 16:46 UTC 1h ago | 29/100 | F | — | 0 |
Only one audit recorded so far. Re-run the free audit on this URL to grow the history chart.
Key gaps (teaser)
- Technical Infrastructure (0/30) — JSON-LD Schema: Missing | llms.txt: Missing | AI bots: Check robots.txt | Rich Snippet Risk: Missing FAQPage schema (critical for AI Overviews).
- Content & Semantic Structure (15/40) — Words: 2088 | Interrogative headings: 0 | Lists/Tables: 6 | Readability: err | Meta description length is suboptimal (target 120-160 chars). | Semantic Gap:…
- Authority Signals (5/20) — Author entity: Missing | Freshness: Missing | External citations: 12
- AI Crawler Readiness (10/10) — Indexable: Yes | Content-Type: text/html; charset=utf-8 | Viewport: Yes | Discovery Risk: Missing sitemap.xml. AI crawlers cannot map site architecture.
- RAG Ingestibility (5/20) — [P0] RAG Chunking Failure: Content blocks exceed 400 words (1075w between headers). Vector databases will split this mid-context. | [P1] Vector Grounding Ris…
Full category notes unlock with the Diagnostic breakdown.
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