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AI Visibility Scorecard
F2M Fire & Drafting Designs
f2mfadds.com · construction
Somewhat visible. AI bots can read F2M Fire & Drafting Designs, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Apple Intelligence · Meta AI
#80,982 of 791,161 in Home & Living for AI visibility
5.7
/10
AEO Score
About F2M Fire & Drafting Designs
from our crawl and measurement
"F2M Fire & Drafting Designs is your fire protection partner delivering innovative, code-compliant, gold-standard quality fire sprinkler designs." That is how F2M Fire & Drafting Designs of Bronx, NY introduces itself. Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that 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. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including Applebot (Siri). The business dates to 2017.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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
1
Established authority for your domain.
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 5.7/10, F2M Fire & Drafting Designs has a working base to build on - fixable, and the signals above are where to start.
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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/f2mfadds
Cite this score: Engagemii (2026). "AEO Score for F2M Fire & Drafting Designs." Retrieved from https://engagemii.com/aeo/brands/f2mfadds
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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