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AI Visibility Scorecard
An Uncommon Lab
anuncommonlab.com · Technology
Somewhat visible. AI bots can read An Uncommon Lab, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#302,981 of 2,623,574 in Technology for AI visibility
5.8
/10
AEO Score
About An Uncommon Lab
from our crawl and measurement
"An Uncommon Lab offers products and consulting related to designing complex algorithms for simulation, optimization, dynamics, and control." That is how An Uncommon Lab introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
6
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
9
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
7
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 5.8/10, An Uncommon Lab has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for An Uncommon Lab
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/anuncommonlab
Cite this score: Engagemii (2026). "AEO Score for An Uncommon Lab." Retrieved from https://engagemii.com/aeo/brands/anuncommonlab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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