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AI Visibility Scorecard
Lighting Plastics of MN (LPM)
lightingplastics.com · plastics
Borderline visible. AI bots can crawl Lighting Plastics of MN (LPM), 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
ChatGPT · Claude
#182,250 of 520,740 in E-commerce for AI visibility
5
/10
AEO Score
About Lighting Plastics of MN (LPM)
from our crawl and measurement
"Since 1982 Lighting Plastics of Minnesota has been a source for hard-to-find, custom replacement covers for lighting fixtures." That is how Lighting Plastics of MN (LPM) introduces itself. Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data and a workable page structure. What holds it back is credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Off the page, other sites link to it. Beyond that, the domain does not yet read as established, 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. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including GPTBot (ChatGPT). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 1983.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
8
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
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 5/10, Lighting Plastics of MN (LPM) is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lighting Plastics of MN (LPM)
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lightingplastics
Cite this score: Engagemii (2026). "AEO Score for Lighting Plastics of MN (LPM)." Retrieved from https://engagemii.com/aeo/brands/lightingplastics
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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