AI Visibility Scorecard
Matchbox — Moderation, one match at a time.
matchboxmoderation.com · Technology
Borderline visible. AI bots can crawl Matchbox — Moderation, one match at a time., 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 2 times
Claude · ChatGPT
#2,073,802 of 2,707,328 in Technology for AI visibility
45
AI Naming Predictability
iSometimes named · 45/100
4
AEO Visibility
iNear-invisible · 3.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Matchbox — Moderation, one match at a time.
from our crawl and measurement
"Matchbox helps you moderate alcohol, smoking, spending and other habits using a simple monthly allowance system." That is how Matchbox Moderation, one match at a time. introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
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 3.6/10, Matchbox — Moderation, one match at a time. is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Matchbox?
Instead of quitting cold turkey, Matchbox gives you a set number of “matches” for the month — one for each time you indulge. You light a match when you do, and watch how many you have left. Simple, visual, judgement-free. Alcohol Cigarettes Coffee Social Media Spending Anything you choose
Is this your brand?
The exact fixes for Matchbox — Moderation, one match at a time.
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Matchbox — Moderation, one match at a time..
Source & Attribution
Scored by Engagemii on August 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/matchboxmoderation
Cite this score: Engagemii (2026). "AEO Score for Matchbox — Moderation, one match at a time.." Retrieved from https://engagemii.com/aeo/brands/matchboxmoderation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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