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AI Visibility Scorecard
Proto Gage Tool & Die Inc. -
protogage.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Proto Gage Tool & Die Inc. -, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#35,938 of 213,764 in Manufacturing & Industrial for AI visibility
5.6
/10
AEO Score
About Proto Gage Tool & Die Inc. -
from our crawl and measurement
Proto Gage Tool & Die Inc. - is a Sterling Heights, MI business whose own site puts it this way: "Proto GageTool & Die Inc. Est. 1973 About Us Proto GageTool & Die Inc. Precision Metal Stampings Products Proto GageTool & Die Inc." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 5.6/10, Proto Gage Tool & Die Inc. - has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Proto Gage Tool & Die Inc. -
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/protogage
Cite this score: Engagemii (2026). "AEO Score for Proto Gage Tool & Die Inc. -." Retrieved from https://engagemii.com/aeo/brands/protogage
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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