agentability

← AI-Readiness Index

qdrant.tech

85/100   A #51 of 113

Audited August 27, 2026 from public surfaces only. Can AI agents discover, read, and act on qdrant.tech? Check by check:

GPTBot: allowed ClaudeBot: allowed Claude-User: allowed PerplexityBot: allowed Google-Extended: allowed CCBot: allowed

CheckFindingPointsResult
A1 llms.txt for AI readers
Present with 157127 chars and links.
15/15 pass
A2 AI crawler access policy
robots.txt allows the major AI crawlers and agents.
15/15 pass
A3 Content readable without a browser
Plain fetch of the homepage yields ~1240 words of visible text.
25/25 pass
A4 Structured data (schema.org JSON-LD)
Valid JSON-LD found on the homepage.
15/15 pass
A5 Sitemap discoverable
Sitemap advertised in robots.txt or served at /sitemap.xml.
10/10 pass
A6 Everyday agent tasks reachable from the homepage
Found from homepage: pricing.
5/20 fail
B1 MCP server advertised
No MCP advertisement (bonus check — most sites skip this).
0/5 skip
B2 OpenAPI description published
No OpenAPI document (bonus check — only relevant for APIs).
0/5 skip
Work on qdrant.tech? Each failed check maps to a concrete fix in the methodology — most ship in under an hour. Scores refresh weekly; request a re-run after you deploy.