AI Visibility Scorecard
Posi Lock Puller
posilock.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Posi Lock Puller, 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 3 times
ChatGPT · Claude
#20,232 of 270,268 in Manufacturing & Industrial for AI visibility
39
AI Naming Predictability
iRarely named · 39/100
Manufacturing & Industrial average 14
Top 10% 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
0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Manufacturing & Industrial average 18
See what's behind this score →0
About Posi Lock Puller
from our crawl and measurement
Posi Lock Puller describes itself simply: "Posi Lock offers a variety of powerful manual & hydraulic pullers that remove gears & bearings safely, specialty tools, vises, & accessories. Learn more here." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
On the page itself the strengths are clear: a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on some structured data, a workable page structure and basic crawler access. What holds it back is credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The business dates to 1978.
- Company ·
- Posi Lock Puller
- Website ·
- posilock.com
- Industry ·
- Manufacturing & Industrial
- Location ·
- Cooperstown, North Dakota
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
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.
What this score means
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, Posi Lock Puller is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Posi Lock Puller
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
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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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/posilock
Cite this score: Engagemii (2026). "AEO Score for Posi Lock Puller." Retrieved from https://engagemii.com/aeo/brands/posilock
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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