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AI Visibility Scorecard
shell.duckdb.org · Sports & Recreation
Somewhat visible. AI bots can read DuckDB, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#915 of 179,835 in Sports & Recreation for AI visibility
6.8
/10
AEO Score
from our crawl and measurement
DuckDB describes itself simply: "DuckDB SQL Shell running entirely in your browser via WebAssembly." Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
The page falls short on a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business, a heading structure that lays out what it offers, credibility markers like credentials or reviews and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, people discuss it in places AI engines read and it comes up on Reddit. There is some, but not much, sign that press coverage is thin.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 26 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
1
Press and news coverage.
Community
9
Forum and community discussion.
7
Reddit mentions and discussion.
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.8/10, DuckDB has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for DuckDB
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Weekly ChatGPT & Claude citation tracking
An athlete shopping for gear isn't browsing. They're problem-solving.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/shell-duckdb-org
Cite this score: Engagemii (2026). "AEO Score for DuckDB." Retrieved from https://engagemii.com/aeo/brands/shell-duckdb-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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