AI Visibility Scorecard
SPF Window Films
spfwindowfilms.com · E-commerce
Somewhat visible. AI bots can read SPF Window Films, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#45,434 of 736,354 in E-commerce for AI visibility
6
AEO Visibility
iVisible · 6.1/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About SPF Window Films
from our crawl and measurement
SPF Window Films, based in Hattiesburg, MS, describes itself simply: "SPF Is Your Authorized 3M Window Film Installation Company Specializing In Window Tinting Solutions For Your, Home, And Office." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: 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 and a few credibility markers.
Away from its own site, 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. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1999.
The 6 signals AI reads
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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.
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 6.1/10, SPF Window Films has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why SPF Window Films?
Customer service, quality work and quality products define SPF Window Films. We know our customers deserve the absolute best and customer satisfaction is a huge part of our day-to-day operation. We have dedicated 17 years of window tinting in the Hattiesburg area. SPF Window Films is properly licensed and carries a full general commercial liability insurance policy to protect both our interests and yours.
Is this your brand?
The exact fixes for SPF Window Films
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/spfwindowfilms
Cite this score: Engagemii (2026). "AEO Score for SPF Window Films." Retrieved from https://engagemii.com/aeo/brands/spfwindowfilms
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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