AI Visibility Scorecard
fwtweb.com · Automotive
Somewhat visible. AI bots can read Frank's Mobile Window Tinting, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Meta AI · Claude · Apple Intelligence · Perplexity
#21,189 of 365,655 in Automotive for AI visibility
10
AI Naming Predictability
iRarely named · 10/100
6
AEO Visibility
iBorderline · 5.9/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Mobile Window Tinting & PPF Services in Broward County A white background with a few lines on itA black and white icon of a person in a circle with three stars.A black and white icon of two pins connected to each other on a white background.A group of people standing next to each other with stars in the background.A black and white icon of a ribbon with a diamond in the center.A row of black stars on a white background.A row of black stars on a white background.A row of black stars on a white background.A row of black stars on a white background.Two speech bubbles with a question mark inside of them.Two speech bubbles with a question mark inside of them.Two speech bubbles with a question mark inside of them.Two speech bubbles with a question mark inside of them.Two speech bubbles with a question mark inside of them.Two speech bubbles with a question mark inside of them. is a Plantation, FL business whose own site puts it this way: "Get premium mobile window tinting for cars, homes & more. Contact us for a quote today!." Its AI visibility score is 5.9 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 structured data describing the business, 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. What holds it back is credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of 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.
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.
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 5.9/10, Frank's Mobile Window Tinting has a working base to build on - fixable, and the signals above are where to start.
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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 August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fwtweb
Cite this score: Engagemii (2026). "AEO Score for Frank's Mobile Window Tinting." Retrieved from https://engagemii.com/aeo/brands/fwtweb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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