AI Visibility Index / unstructured.io

Is Unstructured visible to AI?

Transform complex, unstructured data into clean, AI-ready inputs. Connect to any source, process 64+ file types, and power your GenAI projects. Start now.

80rank #404 of 538
AI crawler access · 91/100
Answer-engine content · 85/100
Structured data · 100/100
Agent readiness · 47/100

5 issues holding Unstructured back

llms.txt
No /llms.txt: the emerging standard map that tells LLMs and agents what your site is and where the key docs are.
→ Publish the generated llms.txt below at https://yoursite/llms.txt.
Machine-usable interface (API / MCP)
No OpenAPI spec, MCP server or API docs discovered. AI agents can read about you but can't act (sign up, query, buy).
→ Expose an MCP server or OpenAPI spec and link it from llms.txt so agents can use your product, not just read about it.
robots.txt present
No valid /robots.txt. Crawlers fall back to defaults.
→ Add a /robots.txt that explicitly welcomes AI search bots (see generated file below).
One clear H1
10 H1: "We structure your unstructured data."
→ Use exactly one H1 that names the product and its core benefit.
Scannable section headings
0 H2 headings. LLMs chunk pages by headings.
→ Break the page into H2 sections: what it is, how it works, pricing, FAQ.

What Unstructured gets right

Served over HTTPS · AI search & answer bots allowed · AI training crawlers · XML sitemap · Page is indexable · Content visible without JavaScript · Descriptive title tag · Meta description · Question & answer content · Open Graph tags · Language declared · JSON-LD structured data · Entity / product schema · Linked brand profiles · Pricing is machine-readable · Docs / help content linked

Work at Unstructured? Fix every page, not just the homepage.
RankRoot Pro scans up to 50 pages and generates llms.txt, llms-full.txt and per-page JSON-LD.
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