AI Visibility Scorecard
UNDO
neverjustasmoke.com · Education
Borderline visible. AI bots can crawl UNDO, 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
#424,509 of 937,433 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About UNDO
from our crawl and measurement
"Big Tobacco promises a smoke-free future that includes dangerous, addictive vapes that harm your health. Read about the tobacco industry’s deadly lies." That is how The future of smoking: Big Tobacco's deadly dream introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
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 4.8/10, UNDO is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What’s lurking inside?
Vapes come with way more baggage than you signed up for.CHEMICALSWould you like arsenic with that?13717wake upCHEMICALSToxic chemicals in vapes may increase your risk of cancer.Vapes can contain cancer-causing chemicals like lead, arsenic, and formaldehyde.1234567891011121314151617 Even secondhand vape aerosol releases heavy metals like chromium, nickel, manganese, and lead, putting friends and family at.
Is this your brand?
The exact fixes for UNDO
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 UNDO.
Source & Attribution
Scored by Engagemii on August 19, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/neverjustasmoke
Cite this score: Engagemii (2026). "AEO Score for UNDO." Retrieved from https://engagemii.com/aeo/brands/neverjustasmoke
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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