AI Visibility Scorecard
changeairfilter.com · Home & Living
At 2.43/10, How Much Does an HVAC Tune Up Cost in Casselberry, FL? is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
Top 10% in Home & Living for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Home & Living average 5
Top 7% of Home & Living
See what's behind this score →2.43
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Home & Living average 21
See what's behind this score →0
from our crawl and measurement
How Much Does an HVAC Tune Up Cost in Casselberry, FL? describes itself simply: "See HVAC tune-up costs in Casselberry, FL, what affects pricing, and how to save before summer. Click here for local tips and estimates." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.43 out of 10.
Our crawl found structured data on the page (WebSite, ImageObject, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
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.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.43/10, How Much Does an HVAC Tune Up Cost in Casselberry, FL? is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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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.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/changeairfilter
Cite this score: Engagemii (2026). "AEO Score for How Much Does an HVAC Tune Up Cost in Casselberry, FL?." Retrieved from https://engagemii.com/aeo/brands/changeairfilter
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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