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AI Visibility Scorecard
John C. Flood - HVAC Contractors & Plumbing in VA, DC & MD
johncflood.com · Home & Living
Somewhat visible. AI bots can read John C. Flood - HVAC Contractors & Plumbing in VA, DC & MD, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 21 times
Meta AI · Apple Intelligence · ChatGPT · Claude
#1,112 of 1,273,680 in Home & Living for AI visibility
7
AEO Visibility
iVisible · 6.7/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About John C. Flood - HVAC Contractors & Plumbing in VA, DC & MD
from our crawl and measurement
John C. Flood, based in Alexandria, VA, describes itself simply: "Do you need plumbing, HVAC, or electrical services? Contact John C. Flood for expert solutions in Northern Virginia, DC, and Maryland." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 8 times in our tracking, including Applebot (Siri), GPTBot (ChatGPT) and ClaudeBot (Anthropic). By its own structured data it is a electrical business.
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
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 6.7/10, John C. Flood - HVAC Contractors & Plumbing in VA, DC & MD has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John C. Flood - HVAC Contractors & Plumbing in VA, DC & MD
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johncflood
Cite this score: Engagemii (2026). "AEO Score for John C. Flood - HVAC Contractors & Plumbing in VA, DC & MD." Retrieved from https://engagemii.com/aeo/brands/johncflood
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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