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AI Visibility Scorecard
ptacmanhattan.com
ptacmanhattan.com · Home & Living
Borderline visible. AI bots can crawl ptacmanhattan.com, 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 2 times
Claude · Meta AI
#764,355 of 1,263,519 in Home & Living for AI visibility
4.2
/10
AEO Score
About ptacmanhattan.com
from our crawl and measurement
Air Conditioning Repair and Service Air Conditioning Cleaning Tune up and Steam cleaning Air Conditioning Installation Top Mounted Installation Lower Mounted Installation Casement Window AC Installation Portable Air Conditioner Installation PTAC Units Installation Fan Coil Units installation Mini Ductless Split Air Conditioner Installation Air Conditioning Plexiglass Installation Air Conditioning Winter Storage Air Duct Cleaning Duct Cleaning Indoor Air Quality Treatment Thru the wall ac sleeve installation PTAC wall ac sleeve installation Window AC Installation, Portable Air Conditioner Installation PTAC Units Installation, WSHP Installation, Fan Coil Units installation, Mini Ductless Split Air Conditioner Installation Air Conditioning HVAC,Central HVAC,Central Air Conditioning Specialist,Install,Heating & Cooling,AC Repair,AC Maintenance,AC Installation,Heating Repair,Heating Maintenance,Heating,Installation,HVAC Air Conditioning Cleaning, Tune up and Steam cleaning Air Conditioning Installation, Top Mounted Installation, Lower Mounted Installation, Casement Window AC Installation, Portable Air Conditioner Installation PTAC Units Installation, WSHP Installation, Fan Coil Units installation, Mini Ductless Split Air Conditioner Installation Air Conditioning Plexiglass Installation, Drip Cushion Installation, Pigeon Spikes Installation, Angle Bar Installation, AC Cradle Installation, Drain Pan Installation Air Conditioning Winter Storage, HVAC Winterization HVAC Service Contracts, HVAC Maintenance Contracts PTAC Air Conditioning Service NYC PTAC Air Conditioning Service NYC PTAC Air Conditioning Service NYC HVAC,Central HVAC,Central Air Conditioning Specialist,Install,Heating & Cooling,AC Repair,AC Maintenance,AC Installation,Heating Repair,Heating Maintenance,Heating,Installation,HVAC Air Conditioning Cleaning, Tune up and Steam cleaning Air Conditioning Installation, Top Mounted Installation, Lower Mounted Installation, Casement Window AC Installation, Portable Air Conditioner Installation PTAC Units Installation, WSHP Installation, Fan Coil Units installation, Mini Ductless Split Air Conditioner Installation Air Conditioning Plexiglass Installation, Drip Cushion Installation, Pigeon Spikes Installation, Angle Bar Installation, AC Cradle Installation, Drain Pan Installation Air Conditioning Winter Storage, HVAC Winterization HVAC Service Contracts, HVAC Maintenance Contracts Air Duct Cleaning, Duct Cleaning, Indoor Air Quality Treatment, Video Air Duct Inspection, Indoor Air Monitoring Thru the wall ac sleeve installation, PTAC wall ac sleeve installation works in Home & Living. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and visible credibility markers. It is passable on partial sitemap and link coverage. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt and structured data describing the business.
Off the page there is only faint evidence that only a handful of sites link to it and the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
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
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
1
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 4.2/10, ptacmanhattan.com is crawlable but under-signaled - fixable, and the signals above are where to start.
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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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ptacmanhattan
Cite this score: Engagemii (2026). "AEO Score for ptacmanhattan.com." Retrieved from https://engagemii.com/aeo/brands/ptacmanhattan
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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