AI Visibility Scorecard
digitalcofoundry.com · Manufacturing & Industrial
At 2.5/10, Digital Co-Foundry is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude · ChatGPT
7
AI Naming Predictability
iRarely named · 7/100
Manufacturing & Industrial average 14
Top 66% of Manufacturing & Industrial
See what's behind this score →2.5
AEO Visibility
iNear-invisible · 2.5/10
Manufacturing & Industrial average 4.0
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Manufacturing & Industrial average 18
See what's behind this score →0
from our crawl and measurement
Digital Co-Foundry is one of the businesses we track in the Manufacturing & Industrial space. When AI engines look at it, they find little to work with. It scores 2.5 out of 10.
Our crawl found structured data on the page (Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.5/10, Digital Co-Foundry is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Does this sound familiar?
It's 1:30 AM.Your product roadmap is a mess, marketing's on pause, customer emails are piling up and you're wondering if now's the time to fix your billing system or have yet another cup of coffee.You probably started your business because you'd found something you were great at, you enjoyed doing it and it seemed like a no-brainer, right?But now you're buried under a mountain of half-finished plans, decisions, and.
Are you the bottleneck in your business?
Most service businesses still rely heavily on the founder to keep work moving — even after they’ve grown a team.Get your Founder Bottleneck Scorecard to see how dependent your delivery is on you, where capacity is limited and how ready your business is to scale without you in the middle.
Is this your brand?
The exact fixes for Digital Co-Foundry
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/digitalcofoundry
Cite this score: Engagemii (2026). "AEO Score for Digital Co-Foundry." Retrieved from https://engagemii.com/aeo/brands/digitalcofoundry
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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