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AI Visibility Scorecard

Direct To Source

Direct To Source

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directosource.com · Fashion & Apparel

Borderline visible. AI bots can crawl Direct To Source, 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.

AI engines read this profile 3 times

ChatGPT · Apple Intelligence

#85,895 of 212,696 in Fashion & Apparel for AI visibility

4.8

/10

AEO Score

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About Direct To Source

from our crawl and measurement

"Direct to Source, Responsible Apparel Manufacturing. From recycled fabrics to ethical production, we are a full package private label apparel manufacturing facility in Guatemala with." That is how Direct To Source introduces itself. When AI engines look at it, they find little to work with. It scores 4.8 out of 10.

On its own pages the site does well on crawler access and the files AI engines look for. What holds it back is structured data describing the business, a clearly stated business identity, sitemaps and entity links AI can follow, a heading structure that lays out what it offers and credibility markers like credentials or reviews.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.

AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Fashion & Apparel
Last scored · Aug 2, 2026
Employees · 51-200

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

8

Inbound links from other sites.

Domain Trust

1

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

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 4.8/10, Direct To Source is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Direct To Source

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Direct To Source: Fashion & Apparel

The Fitting Room Question Your Website Can't Answer (Yet)

Fashion is the most personal purchase category on the internet. And yet most fashion brands treat their website like a lookbook - beautiful to scroll, impossible to actually talk to.

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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/directosource

Cite this score: Engagemii (2026). "AEO Score for Direct To Source." Retrieved from https://engagemii.com/aeo/brands/directosource

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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