AI Visibility Scorecard
P1 Construction, LLC
p1group.com · Home & Living
Somewhat visible. AI bots can read P1 Construction, LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
ChatGPT · Apple Intelligence · Claude · ShapBot
#60,312 of 1,375,151 in Home & Living for AI visibility
6
AEO Visibility
iVisible · 6.1/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About P1 Construction, LLC
from our crawl and measurement
"We are a single-source commercial mechanical construction company offering construction and fabrication services including plumbing, HVAC, electrical, and more." That is how P1 Construction, LLC of Manhattan, KS introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (HomeAndConstructionBusiness, Electrician, GeneralContractor) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT). By its own structured data it is a plumbing business.
The 6 signals AI reads
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.1/10, P1 Construction, LLC has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for P1 Construction, LLC
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/p1group
Cite this score: Engagemii (2026). "AEO Score for P1 Construction, LLC." Retrieved from https://engagemii.com/aeo/brands/p1group
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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