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AI Visibility Scorecard
FTW Mech Group
ftwmg.com · Home & Living
Borderline visible. AI bots can crawl FTW Mech Group, 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
Meta AI
#396,701 of 1,089,284 in Home & Living for AI visibility
4.9
/10
AEO Score
About FTW Mech Group
from our crawl and measurement
FTW Mech Group, based in Fort Worth, TX, describes itself simply: "Need AC replacement in Fort Worth? Get an instant online quote in minutes from a 4.8-star Trane dealer. Financing available, no-pressure pricing. Call today!." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
On its own pages the site does well on a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data and a workable page structure. What holds it back is sitemaps and entity links AI can follow and credibility markers like credentials or reviews.
Off the page, other sites link to it. Beyond that, the domain does not yet read as established, 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. None of that can be fixed on the page: it has to be earned.
There is not much on the page to read either, about 145 words.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.9/10, FTW Mech Group is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for FTW Mech Group
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ftwmg
Cite this score: Engagemii (2026). "AEO Score for FTW Mech Group." Retrieved from https://engagemii.com/aeo/brands/ftwmg
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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