AI Visibility Scorecard
FrostingTier Publications
frostingtier.com · Media & Entertainment
Borderline visible. AI bots can crawl FrostingTier Publications, 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
#1,165,890 of 1,965,638 in Media & Entertainment for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About FrostingTier Publications
from our crawl and measurement
FrostingTier Publications describes itself simply: "Official website of FrostingTier LLC. Order your copy of our latest children's book: The Chocolate In My Pudding." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Our crawl found structured data on the page (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 4.3/10, FrostingTier Publications is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
ALREADY ENJOYING THE STORY?
Thank you for being part of our journey! Your support helps a small business grow and allows this message of love to be shared with more families.We’d love to hear how the story has come to life for you. If it’s brought a smile to your family or made a moment feel a little more special, please share your experience with us by emailing your review to [email protected] And don’t forget the winking face challenge!
Is this your brand?
The exact fixes for FrostingTier Publications
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 FrostingTier Publications.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/frostingtier
Cite this score: Engagemii (2026). "AEO Score for FrostingTier Publications." Retrieved from https://engagemii.com/aeo/brands/frostingtier
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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