▼ 0.7 since Jul 2026
#222,736 OF 261,552 IN MANUFACTURING & INDUSTRIAL
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AI Visibility Scorecard
C1 Foundry
c1foundry.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl C1 Foundry, 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 1 times
Claude
#222,736 of 261,552 in Manufacturing & Industrial for AI visibility
3
AEO Visibility
iNear-invisible · 3.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About C1 Foundry
from our crawl and measurement
"C1 Foundry is developing carbon conversion systems for SAF feedstocks, with CO2 utilization, lipid pathways, and process integration at the center." That is how C1 Foundry introduces itself. 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. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
5
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
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 Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.3/10, C1 Foundry is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for C1 Foundry
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for C1 Foundry.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/c1foundry
Cite this score: Engagemii (2026). "AEO Score for C1 Foundry." Retrieved from https://engagemii.com/aeo/brands/c1foundry
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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