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AI Visibility Scorecard
Web Data Commons
webdatacommons.org · Technology
Somewhat visible. AI bots can read Web Data Commons, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
#154,172 of 2,626,560 in Technology for AI visibility
6.2
/10
AEO Score
About Web Data Commons
from our crawl and measurement
"News 2025-01-10: We have released the WDC RDFa, Microdata, Microformat, and Embedded JSON-LD data sets extracted from the October 2024 Common Crawl corpus and created multiple schema.org." That is how Web Data Commons introduces itself. Its AI visibility score is 6.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
5
Forum and community discussion.
0
No Reddit mentions found yet.
What this score means
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 6.2/10, Web Data Commons has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Web Data Commons
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Web Data Commons.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/webdatacommons-org
Cite this score: Engagemii (2026). "AEO Score for Web Data Commons." Retrieved from https://engagemii.com/aeo/brands/webdatacommons-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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