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AI Visibility Scorecard
thingsbegin
thingsbegin.com · Food & Beverage
At 2.2/10, thingsbegin is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,636,317 of 1,713,977 in Food & Beverage for AI visibility
2.2
/10
AEO Score
About thingsbegin
from our crawl and measurement
"將設計視為一種持續推衍的方法，在既有的物件、工藝與使用經驗之中，試著提出其存在的想法。 追求以普適與簡潔形塑物件，使其得以被清楚地表達。instagram_info © 2021 by Kezo, Huang Tien Yin." That is how thingsbegin introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.2 out of 10.
The site gets some of it right: it has structured data on the page (WebSite), an llms.txt file for AI models, a sitemap. What holds it back is what is absent, including a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
8
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 2.2/10, thingsbegin is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for thingsbegin
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for thingsbegin.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thingsbegin
Cite this score: Engagemii (2026). "AEO Score for thingsbegin." Retrieved from https://engagemii.com/aeo/brands/thingsbegin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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