AI Visibility Scorecard
All Things HVAC
allthingshvac.com · Home & Living
At 2.7/10, All Things HVAC is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 9 times
Claude · Meta AI · ShapBot · Perplexity
#111,471 of 1,375,884 in Home & Living for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 96% of Home & Living companies
3
AEO Visibility
iNear-invisible · 2.7/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About All Things HVAC
from our crawl and measurement
"Independent, plain-English HVAC guidance from contractors working since 1988. Fix a problem, compare equipment, and understand what your system is doing." That is how All Things HVAC introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.7 out of 10.
Our crawl found structured data on the page (WebSite, Organization), 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
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 2.7/10, All Things HVAC is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What to do in July?
Peak load. The last stretch where small neglect turns into a callout. Change the filter now, not in September — a loaded filter is the commonest cause of a frozen coil.Flush the condensate drain before the humid weeks. Here's how.Rinse the outdoor coil. Restricted airflow there shows up as high head pressure.Check attic duct insulation while it's dry — it prevents sweating ducts.
Is this your brand?
The exact fixes for All Things HVAC
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for All Things HVAC.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/allthingshvac
Cite this score: Engagemii (2026). "AEO Score for All Things HVAC." Retrieved from https://engagemii.com/aeo/brands/allthingshvac
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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