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AI Visibility Scorecard
Purlfrost ©: Leading Window Film Provider since 2003Purlfrost
purlfrost.com · E-commerce
Somewhat visible. AI bots can read Purlfrost ©: Leading Window Film Provider since 2003Purlfrost, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#26,170 of 660,850 in E-commerce for AI visibility
6
AEO Visibility
iVisible · 6.3/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Purlfrost ©: Leading Window Film Provider since 2003Purlfrost
from our crawl and measurement
Purlfrost ©: Leading Window Film Provider since 2003Purlfrost is a London business whose own site puts it this way: "Purlfrost supplies a wide range of window film for privacy, decorative purposes, solar control, safety and security. Order online or inquire about our installation service for London area." Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
1
Social discussion and mentions.
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 6.3/10, Purlfrost ©: Leading Window Film Provider since 2003Purlfrost has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Purlfrost ©: Leading Window Film Provider since 2003Purlfrost
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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 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/purlfrost
Cite this score: Engagemii (2026). "AEO Score for Purlfrost ©: Leading Window Film Provider since 2003Purlfrost." Retrieved from https://engagemii.com/aeo/brands/purlfrost
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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