AI Visibility Scorecard
Foundry Base
foundrybase.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Foundry Base, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Claude · ChatGPT · Meta AI · Apple Intelligence
#71,289 of 267,895 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Foundry Base
from our crawl and measurement
Foundry Base describes itself simply: "Find startup engineering teams that fit your values. Browse vetted team profiles. See mission, culture, tech stack, and hiring status." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places, missing in others.
Under the hood there is structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure, but the score is capped by what is missing: an llms.txt file, a sitemap.
AI crawlers have visited the site 8 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion 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 5.2/10, Foundry Base has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Foundry Base
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/foundrybase
Cite this score: Engagemii (2026). "AEO Score for Foundry Base." Retrieved from https://engagemii.com/aeo/brands/foundrybase
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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