AI Visibility Scorecard
Windmill
windmill.dev · Technology
Somewhat visible. AI bots can read Windmill, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 18 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#7,875 of 2,704,127 in Technology for AI visibility
90
AI Naming Predictability
iAI names companies like this often · 90/100
Technology average 28
Top 1% of Technology
See what's behind this score →6.4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →65
Muse Index Score
iAI agent readiness
Transactable · 65/100
Technology average 17
See what's behind this score →17
About Windmill
from our crawl and measurement
"Open-source platform to build, orchestrate, and monitor internal tools from scripts. Turn scripts into auto-generated UIs, APIs and cron jobs. Compose them as workflows or data pipelines." That is how Windmill of Dover, DE introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, SoftwareApplication), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 18 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
- Company ·
- Windmill
- Website ·
- windmill.dev
- Industry ·
- Technology
- Location ·
- Dover, DE
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Oct 24, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Strong
Forum and community discussion.
Social Mentions
Fair
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 6.4/10, Windmill has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Windmill
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/windmill-dev
Cite this score: Engagemii (2026). "AEO Score for Windmill." Retrieved from https://engagemii.com/aeo/brands/windmill-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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