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AI Visibility Scorecard
Field Plumbing and Heating
fieldph.com · Home & Living
Somewhat visible. AI bots can read Field Plumbing and Heating, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · ChatGPT · Meta AI
#12,541 of 1,237,516 in Home & Living for AI visibility
6.4
/10
AEO Score
About Field Plumbing and Heating
from our crawl and measurement
Field Plumbing and Heating, based in Lawrence, MI, describes itself simply: "Trust our Field Plumbing & Heating experts with any HVAC and plumbing services you need! We service Paw Paw, MI, and the nearby areas. Call us!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) 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 ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 Authority
3
Established authority for your domain.
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 6.4/10, Field Plumbing and Heating has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Field Plumbing and Heating
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fieldph
Cite this score: Engagemii (2026). "AEO Score for Field Plumbing and Heating." Retrieved from https://engagemii.com/aeo/brands/fieldph
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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