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AI Visibility Scorecard
machine61.com · Finance & Insurance
Somewhat visible. AI bots can read machine61, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#131,690 of 749,754 in Finance & Insurance for AI visibility
5.4
/10
AEO Score
from our crawl and measurement
machine61, based in New York City, NY, describes itself simply: "Veteran-owned engineering and strategic advisory delivering mission-critical data, machine learning, AI, quantum computing, and embedded systems for defense, insurance, legal." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data describing the business, a clear heading structure, a clearly stated business identity.
AI crawlers have visited the site once in our tracking, so the engines are already looking. Off the page there is almost nothing to corroborate it: the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on. That half of the score is earned elsewhere on the web, not on the site itself.
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 5.4/10, machine61 has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for machine61
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/machine61
Cite this score: Engagemii (2026). "AEO Score for machine61." Retrieved from https://engagemii.com/aeo/brands/machine61
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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