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AI Visibility Scorecard

Substrate — The operating layer for physical supply

Substrate — The operating layer for physical supply

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substrate-lab.com · Food & Beverage

Borderline visible. AI bots can crawl Substrate — The operating layer for physical supply, 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

#1,415,516 of 1,703,529 in Food & Beverage for AI visibility

3.1

/10

AEO Score

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About Substrate — The operating layer for physical supply

from our crawl and measurement

Substrate — The operating layer for physical supply is a business whose own site puts it this way: "Substrate is freight, run by operators who've lived it. We move your freight and catch the problems before you do, the operating layer for physical supply." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.

Our crawl found a readable heading structure, substantial page content. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a sitemap.

Industry · Food & Beverage
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

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

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

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.

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 3.1/10, Substrate — The operating layer for physical supply is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Substrate — The operating layer for physical supply

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Substrate — The operating layer for physical supply: Food & Beverage

Your Ingredient Label Has a Story. Is Anyone Telling It?

Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/substrate-lab

Cite this score: Engagemii (2026). "AEO Score for Substrate — The operating layer for physical supply." Retrieved from https://engagemii.com/aeo/brands/substrate-lab

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

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