#230,214 OF 724,275 IN E-COMMERCE
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AI Visibility Scorecard
Bye Bye Button
byebyebutton.com · E-commerce
Borderline visible. AI bots can crawl Bye Bye Button, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#230,214 of 724,275 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Bye Bye Button
from our crawl and measurement
Bye Bye Button is a business whose own site puts it this way: "The Bye Bye Button is a discreet device that sends a fake phone call to your phone with one press of the device button, giving you the perfect excuse to leave awkward situations instantly." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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
0
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 4.9/10, Bye Bye Button is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Bye Bye Button
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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 September 20, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/byebyebutton
Cite this score: Engagemii (2026). "AEO Score for Bye Bye Button." Retrieved from https://engagemii.com/aeo/brands/byebyebutton
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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