AI Visibility Index / duckdb.org
Is DuckDB visible to AI?
DuckDB is a SQL OLAP database management system. Simple, feature-rich, fast & open source.
89rank #272 of 538
4 issues holding DuckDB back
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.
Pricing is machine-readable
No pricing found. Agents comparing tools for users skip products without clear prices.
→ Add a plain-HTML /pricing page and `offers` in your JSON-LD.
One clear H1
2 H1: "Your universal data wrangling tool"
→ Use exactly one H1 that names the product and its core benefit.
Question & answer content
No FAQ section found.
→ Add an FAQ answering the exact questions buyers ask ChatGPT ("best X for Y", "X vs Y", "how much does X cost").
What DuckDB gets right
Served over HTTPS · robots.txt present · AI search & answer bots allowed · AI training crawlers · XML sitemap · Page is indexable · Content visible without JavaScript · Descriptive title tag · Meta description · Scannable section headings · Open Graph tags · Language declared · JSON-LD structured data · Entity / product schema · Linked brand profiles · llms.txt · Docs / help content linked
Work at DuckDB? 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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