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AI Visibility Scorecard
Frolight - Infrared Frost Protection Systems
frolight.com · Media & Entertainment
Somewhat visible. AI bots can read Frolight - Infrared Frost Protection Systems, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#518,039 of 1,880,705 in Media & Entertainment for AI visibility
5.3
/10
AEO Score
About Frolight - Infrared Frost Protection Systems
from our crawl and measurement
Frolight is a business whose own site puts it this way: "Frolight is the carefree spring frost protection system for vineyards. Harnessing the power of infrared light to deliver targeted radiation heat directly to your valuable vines." Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
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 5.3/10, Frolight - Infrared Frost Protection Systems has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Frolight - Infrared Frost Protection Systems
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/frolight
Cite this score: Engagemii (2026). "AEO Score for Frolight - Infrared Frost Protection Systems." Retrieved from https://engagemii.com/aeo/brands/frolight
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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