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AI Visibility Scorecard

Foundry AI Labs

Foundry AI Labs

Unclaimed

foundryailabs.com · management consulting

Borderline visible. AI bots can crawl Foundry AI Labs, 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 2 times

Claude

#2,257,342 of 2,810,206 in Technology for AI visibility

3.5

/10

AEO Score

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About Foundry AI Labs

from our crawl and measurement

Foundry AI Labs is one of the businesses we track in the Technology space. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.

On its own pages the site does well on a clear heading structure. It is passable on a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews, sitemaps and entity links AI can follow and 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.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2022.

Industry · management consulting
Last scored · Aug 1, 2026
Employees · 1-10
Founded · 2022

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

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.

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 3.5/10, Foundry AI Labs is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Foundry AI Labs

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Weekly ChatGPT & Claude citation tracking

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Picked for Foundry AI Labs: Tech & Electronics

Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?

Tech buyers are the most research-intensive shoppers on the internet.

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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/foundryailabs

Cite this score: Engagemii (2026). "AEO Score for Foundry AI Labs." Retrieved from https://engagemii.com/aeo/brands/foundryailabs

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

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