AI Visibility Scorecard
floatfix.com
floatfix.com · Automotive
At 2.3/10, floatfix.com 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 Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 6 times
Claude · Meta AI
7
AI Naming Predictability
iRarely named · 7/100
Automotive average 5
Top 24% of Automotive
See what's behind this score →2.3
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Automotive average 5. Claim your page and Engagemii is your first.
See what's behind this score →5
0
About floatfix.com
from our crawl and measurement
floatfix.com is a business whose own site puts it this way: "Float Fix is a boat maintenance company that keep send boat technicians directly to you! Hassle-free boat maintenance, boat repair, boat service, mobile boat service, mobile boat repair." When AI engines look at it, they find little to work with. It scores 2.3 out of 10.
On the page it is passable on a workable page structure, a partly stated business identity, basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business 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.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
- Company ·
- floatfix.com
- Website ·
- floatfix.com
- Industry ·
- Automotive
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.3/10, floatfix.com is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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The exact fixes for floatfix.com
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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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Source & Attribution
Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/floatfix
Cite this score: Engagemii (2026). "AEO Score for floatfix.com." Retrieved from https://engagemii.com/aeo/brands/floatfix
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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