AI Visibility Scorecard
2ML
2mlai.com · Technology
Borderline visible. AI bots can crawl 2ML, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 3 times
Claude
#2,302,796 of 2,704,659 in Technology for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Technology average 28
Top 88% of Technology
See what's behind this score →4
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships · Technology average 4
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →8
About 2ML
from 2mlai.com
We are two builders with product judgment, architecture and engineering in the same heads. We ship AI systems from prototype to production without a hand-off chain, because the people who understand y
- Company ·
- 2ML
- Website ·
- 2mlai.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Sep 6, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 3.5/10, 2ML is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Who does the work?
The two of us. When you are working out what to build and how, you are working with us directly.Zach LandesEngineer, product manager, former economist.
Is this your brand?
The exact fixes for 2ML
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on September 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/2mlai
Cite this score: Engagemii (2026). "AEO Score for 2ML." Retrieved from https://engagemii.com/aeo/brands/2mlai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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