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AI Visibility Scorecard
commonthreademb.com · E-commerce
Somewhat visible. AI bots can read Common Thread Embroidery, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#74,730 of 520,740 in E-commerce for AI visibility
5.7
/10
AEO Score
from our crawl and measurement
Common Thread Embroidery is a Stoughton, MA business whose own site puts it this way: "From stylish home decor to must-have apparel and luxe finds, Common Thread Embroidery has got the goods, and we’ll personalize them to match your unique style." Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a workable page structure. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it. Beyond that, 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, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
Higher is better · 0-10
Structured Data
6
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
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 5.7/10, Common Thread Embroidery has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Common Thread Embroidery
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Weekly ChatGPT & Claude citation tracking
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/commonthreademb
Cite this score: Engagemii (2026). "AEO Score for Common Thread Embroidery." Retrieved from https://engagemii.com/aeo/brands/commonthreademb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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