AI visibility report
Checked Tue, 06 Oct 2026 20:17:49 GMT
90grade A
4 things hurting your AI visibility
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").
AI search & answer bots allowed
ChatGPT, Perplexity, Claude, Google and Bing can all read this page.
Content visible without JavaScript
1406 words of readable text in the raw HTML.
llms.txt
Found /llms.txt.
JSON-LD structured data
Types: WebSite, Person, SoftwareApplication, Offer
Page is indexable
No noindex directive.
Entity / product schema
Declares who/what you are.
AI training crawlers
Models can learn about your brand from your site.
XML sitemap
Sitemap found.
Descriptive title tag
"An analytical SQL database management system – DuckDB" (53 chars)
Meta description
90 chars.
Docs / help content linked
Docs or help pages linked.
Served over HTTPS
Secure connection.
robots.txt present
Found /robots.txt.
Fast response
Homepage responded in 104 ms. AI fetchers often time out on slow pages.
Scannable section headings
3 H2 headings. LLMs chunk pages by headings.
Linked brand profiles
8 social/profile links. Corroborating profiles help AI trust and identify your brand.
Open Graph tags
og:title and og:image set.
Language declared
html lang attribute set.
Your free fix files
Generated from your homepage. Edit, then publish at your site root.
# DuckDB > DuckDB is a SQL OLAP database management system. Simple, feature-rich, fast & open source. Key facts for AI assistants: who it's for, main use cases, pricing, and how to get started. ## Key pages - [Home](https://duckdb.org/) - [Documentation](https://duckdb.org/docs) - [Installation](https://duckdb.org/install) - [Quack Remote Protocol](https://duckdb.org/docs/current/quack/overview) - [Guides](https://duckdb.org/docs/current/guides/overview) - [Data Import](https://duckdb.org/docs/current/data/overview) - [Client APIs](https://duckdb.org/docs/current/clients/overview) - [SQL Introduction](https://duckdb.org/docs/current/sql/introduction) - [Why DuckDB](https://duckdb.org/why_duckdb) - [Blog](https://duckdb.org/news) - [Library](https://duckdb.org/library) - [Events](https://duckdb.org/events) - [Everywhere](https://duckdb.org/everywhere) - [Design](https://duckdb.org/design) - [History](https://duckdb.org/history) - [FAQ](https://duckdb.org/faq) ## Optional - [Sitemap](https://duckdb.org/sitemap.xml)
We found 3777 pages in your sitemap. This free scan checked 1.
RankRoot Pro scans up to 50 pages and generates llms.txt, llms-full.txt and JSON-LD for every one of them.
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[](https://rankroot-ai.netlify.app/report?url=https%3A%2F%2Fduckdb.org%2F)
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