AI Visibility Scorecard
MM PUFF
mmpuff.com · E-commerce
Borderline visible. AI bots can crawl MM PUFF, 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
#617,081 of 739,332 in E-commerce for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
E-commerce average 18
Top 50% of E-commerce
See what's behind this score →4
-
Network Authority
iNot connected yet
E-commerce average 0.0
0 relationships · E-commerce average 9
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
E-commerce average 27
See what's behind this score →0
About MM PUFF
from our crawl and measurement
MM PUFF Premium Tobacco Accessories is a business whose own site puts it this way: "MM PUFF, premium tobacco accessories shipped Australia-wide. Rolling papers, pipes, lighters, humidors, ashtrays and more. 18+ only." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
- Company ·
- MM PUFF
- Website ·
- mmpuff.com
- Industry ·
- E-commerce
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 7, 2026
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
Strong
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 read your site and name it in answers. At 3.5/10, MM PUFF is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MM PUFF
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mmpuff
Cite this score: Engagemii (2026). "AEO Score for MM PUFF." Retrieved from https://engagemii.com/aeo/brands/mmpuff
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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