AI Visibility Scorecard
AC by Sam LLC
acbysamllc.com · Home & Living
Borderline visible. AI bots can crawl AC by Sam LLC, 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
Claude · Meta AI · ShapBot
#455,454 of 1,375,151 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 5/10
50
Muse Index Score
iAI agent readiness
Agent-ready · 50/100
35
AI Adoption
iActive · 35/100
About AC by Sam LLC
from our crawl and measurement
AC by Sam LLC, based in Phoenix, AZ, describes itself simply: "AC by Sam is your top-rated HVAC contractor in Phoenix, AZ. We offer 24/7 AC repair, furnace service, & system installation with a 100% satisfaction guarantee." 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.
Our crawl found structured data on the page (HVACBusiness, WebSite, ImageObject), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
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
Weak
No inbound links found yet.
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 5/10, AC by Sam LLC is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why choose us for your HVAC service in Phoenix, AZ?
Our licensed, insured HVAC professionals deliver reliable repair, installation, and maintenance across the Phoenix metro — with fast response times, fair pricing, and dependable results. Licensed & EPA-Certified Techs Experienced pros who service all major brands and follow best practices for safety, quality, and code compliance.
Is this your brand?
The exact fixes for AC by Sam LLC
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for AC by Sam LLC.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/acbysamllc
Cite this score: Engagemii (2026). "AEO Score for AC by Sam LLC." Retrieved from https://engagemii.com/aeo/brands/acbysamllc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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