#179,436 OF 525,603 IN PROFESSIONAL SERVICES
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AI Visibility Scorecard
Frosted
learnfrosted.com · Professional Services
Borderline visible. AI bots can crawl Frosted, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#179,436 of 525,603 in Professional Services for AI visibility
5
AEO Visibility
iBorderline · 5/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Frosted
from our crawl and measurement
Frosted is one of the businesses we track in the Technology space. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
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.
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 5/10, Frosted is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What kind of ROI can we expect from email and SMS marketing?
We aim to drive at least 20-30% of total revenue from email and SMS for established brands – but that’s just one piece of the puzzle. Your results depend on factors like your current retention efforts, list size, and product category. We focus on long-term, sustainable profitability rather than short-term spikes.Unlike traditional attribution models, we don’t just look at revenue percentages in a Klaviyo dashboard.
How do you structure email flows for maximum retention?
We build a lifecycle strategy tailored to your brand. Every flow is designed around your product category, customer journey, and goals – built for impact. Our approach ensures that every touchpoint feels intentional and drives long-term value.
Can you help with list growth and email capture?
Absolutely. We optimize on-site pop-ups, lead magnets, and other touchpoints to maximize email & SMS signups and build high-value lists. Our Sister Brands
Is this your brand?
The exact fixes for Frosted
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Frosted.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/learnfrosted
Cite this score: Engagemii (2026). "AEO Score for Frosted." Retrieved from https://engagemii.com/aeo/brands/learnfrosted
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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