AI Visibility Scorecard
lancerefrigeration.com · Home & Living
Borderline visible. AI bots can crawl Lance Refrigeration and Airconditioning Service Center, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#862,677 of 1,375,046 in Home & Living for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Industrial, commercial, and residential air conditioning and refrigeration, trading since May 2002. Iligan City based, taking on industrial projects across Mindanao." That is how Lance Refrigeration & Airconditioning Iligan City HVAC/R Service Center of Iligan City, Lanao del Norte introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Our crawl found structured data on the page (HVACBusiness, FAQPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
Fair
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
Fair
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
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.
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 4.3/10, Lance Refrigeration and Airconditioning Service Center is crawlable but under-signaled - fixable, and the signals above are where to start.
What size unitdo you need?
The most expensive mistake in residential aircon is buying the wrong horsepower. Too small and it runs flat out and never catches up. Too big and it short-cycles, never pulls the humidity out, and leaves the room cold but clammy. Treat this as a starting point, not an answer. West-facing rooms, high ceilings, large windows, heavy occupancy, and kitchen equipment all push the requirement up.
Is this your brand?
The exact fixes for Lance Refrigeration and Airconditioning Service Center
Which AI engines already crawl you
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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.
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Scored by Engagemii on October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lancerefrigeration
Cite this score: Engagemii (2026). "AEO Score for Lance Refrigeration and Airconditioning Service Center." Retrieved from https://engagemii.com/aeo/brands/lancerefrigeration
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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