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AI Visibility Scorecard
The 4th Distribution
the4thdistribution.com · building materials
Borderline visible. AI bots can crawl The 4th Distribution, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#391,728 of 791,161 in Home & Living for AI visibility
4.5
/10
AEO Score
About The 4th Distribution
from our crawl and measurement
"Learn more about The 4th Distribution's (T4D) range of building products, services, mission, and contact information." That is how The 4th Distribution introduces itself. When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and a few credibility markers. What holds it back is structured data describing the business.
Off the page there is only faint evidence that only a handful of 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.
The business dates to 2020.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
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.
Off-page authority
How the web signals your brand to AI
Backlinks
1
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.
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 4.5/10, The 4th Distribution is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The 4th Distribution
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/the4thdistribution
Cite this score: Engagemii (2026). "AEO Score for The 4th Distribution." Retrieved from https://engagemii.com/aeo/brands/the4thdistribution
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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