AI Visibility Scorecard
foundryaiops.com · Manufacturing & Industrial
At 1.4/10, Foundry AI Ops. Senior fractional AI product for high is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 2 times
Claude
#248,231 of 268,697 in Manufacturing & Industrial for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 17% of Manufacturing & Industrial companies
1
AEO Visibility
iNear-invisible · 1.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
Foundry AI Ops. Senior fractional AI product for high describes itself simply: "Foundry AI Ops is a senior fractional AI product practice for companies shipping AI in regulated, enterprise, and high-stakes contexts, where AI has to be right the first time." As far as answer engines are concerned it may as well not exist yet: 1.4 out of 10.
Under the hood there is a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a sitemap.
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
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.
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 1.4/10, Foundry AI Ops. Senior fractional AI product for high is crawlable but under-signaled - fixable, and the signals above are where to start.
Working on AI inside a regulated, enterprise, or high-stakes context?
Let's [email protected] read every message personally. Reply within 24 hours.Foundry AI Ops · a North Star Group LLC company · Atlanta, [email protected]
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The exact fixes for Foundry AI Ops. Senior fractional AI product for high
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/foundryaiops
Cite this score: Engagemii (2026). "AEO Score for Foundry AI Ops. Senior fractional AI product for high." Retrieved from https://engagemii.com/aeo/brands/foundryaiops
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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