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AI Visibility Scorecard
the-big-green-machine.com · Technology
Somewhat visible. AI bots can read TheBig Green Machine, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#127,693 of 2,807,892 in Technology for AI visibility
6.4
/10
AEO Score
from our crawl and measurement
TheBig Green Machine, based in Wellesley, MA, describes itself simply: "The Big Green Machine is an open-access site analyzing investments, jobs, and geography of the North American clean energy supply chain (United States, Canada, and Mexico), including solar." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data, a workable page structure and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established, press coverage is thin and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business and it does not come up on Reddit.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
9
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
1
Press and news coverage.
Community
2
Forum and community discussion.
0
No Reddit mentions 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 6.4/10, TheBig Green Machine has a working base to build on - fixable, and the signals above are where to start.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/the-big-green-machine
Cite this score: Engagemii (2026). "AEO Score for TheBig Green Machine." Retrieved from https://engagemii.com/aeo/brands/the-big-green-machine
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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