AI Visibility Scorecard
pat-inc.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Precision Assembly Tech, 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 9 times
Meta AI · Claude · ShapBot · Perplexity
#20,231 of 270,268 in Manufacturing & Industrial for AI visibility
62
AI Naming Predictability
iRarely named · 62/100
Manufacturing & Industrial average 14
Top 4% of Manufacturing & Industrial
See what's behind this score →4
AEO Visibility
iBorderline · 4.2/10
Manufacturing & Industrial average 4.0
See what's behind this score →-
Network Authority
iNot connected yet
Manufacturing & Industrial average 0.0
0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Manufacturing & Industrial average 18
See what's behind this score →0
from our crawl and measurement
Precision Assembly Tech, based in Bohemia, NY, describes itself simply: "Skip to content World-Class Electronic Manufacturer About About Established in 1999, and located in Bohemia, NY, P.A.T." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 9 times in our tracking, including ClaudeBot (Anthropic), Meta AI and PerplexityBot.
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 read your site and name it in answers. At 4.2/10, Precision Assembly Tech is crawlable but under-signaled - fixable, and the signals above are where to start.
Why Choose P.A.T.?
In choosing PAT as your outsource manufacturing partner you will have access to the exceptional capabilities of a world-class contract manufacturing company. P.A.T.’s commitment to on time delivery, continuous improvement and consistently high quality is designed to give our customers a competitive edge which will ensure continued success and in doing so exceed their expectations. Read More
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on November 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pat-inc
Cite this score: Engagemii (2026). "AEO Score for Precision Assembly Tech." Retrieved from https://engagemii.com/aeo/brands/pat-inc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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