AI Visibility Scorecard
FrearBros Labs Limited
slushicalc.com · Technology
Borderline visible. AI bots can crawl FrearBros Labs Limited, 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 5 times
Meta AI · Apple Intelligence · Claude
#1,299,540 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
65
Muse Index Score
iAI agent readiness
Transactable · 65/100
0
AI Adoption
iNone detected · 0/100
About FrearBros Labs Limited
from our crawl and measurement
SlushiCalc is a business whose own site puts it this way: "Free slushie machine calculator using the PAC thermodynamic method to predict freezing point, sugar content (Brix), and alcohol percentage of any recipe." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (WebApplication, FAQPage, Recipe), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including Applebot (Siri).
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
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 4/10, FrearBros Labs Limited is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Questions or Comments?
We'd love to hear from you — recipe ideas, bug reports, or just to say hello.
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/slushicalc
Cite this score: Engagemii (2026). "AEO Score for FrearBros Labs Limited." Retrieved from https://engagemii.com/aeo/brands/slushicalc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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