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AI Visibility Scorecard
HMR Manufacturing
hmrmfg.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl HMR Manufacturing, 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 2 times
Claude · Apple Intelligence
#202,114 of 237,152 in Manufacturing & Industrial for AI visibility
3.4
/10
AEO Score
About HMR Manufacturing
from our crawl and measurement
HMR Manufacturing describes itself simply: "In 1975, HMR Manufacturing specialized in the manufacture of high preision small diameter components for various industries. Today we offer our experience worldwide." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 3.4/10, HMR Manufacturing is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for HMR Manufacturing
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for HMR Manufacturing.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hmrmfg
Cite this score: Engagemii (2026). "AEO Score for HMR Manufacturing." Retrieved from https://engagemii.com/aeo/brands/hmrmfg
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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