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AI Visibility Scorecard
MacroCycle Technologies
macrocycle.tech · Technology
Somewhat visible. AI bots can read MacroCycle Technologies, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Apple Intelligence
#406,849 of 2,624,033 in Technology for AI visibility
5.6
/10
AEO Score
About MacroCycle Technologies
from our crawl and measurement
MacroCycle Technologies, based in Cambridge, MA, describes itself simply: "MacroCycle upcycles textile waste into 100% polyester resin at the lowest cost using advanced Solvogenesis™ technology." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 4 times in our tracking, including Applebot (Siri) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
7
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
1
Press and news coverage.
Community
0
No community discussion yet.
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 5.6/10, MacroCycle Technologies has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MacroCycle Technologies
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/macrocycle-tech
Cite this score: Engagemii (2026). "AEO Score for MacroCycle Technologies." Retrieved from https://engagemii.com/aeo/brands/macrocycle-tech
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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