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AI Visibility Scorecard
Once Be Found
oncebefound.com · Food & Beverage
Borderline visible. AI bots can crawl Once Be Found, 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 11 times
Meta AI · Claude · Apple Intelligence
#421,048 of 1,363,050 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
65
Muse Index Score
iAI agent readiness
Agent-ready · 65/100
17
AI Adoption
iBasic · 17/100
About Once Be Found
from our crawl and measurement
Once Be Found is a Bangkok business whose own site puts it this way: "SEO and AI Search Optimization studio in Bangkok serving Thailand, SEA, and international brands of every size." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 8.0 out of 10.
On the page, the fundamentals are in place: structured data on the page (Organization, Service, FAQPage), an llms.txt file for AI models, a sitemap.
AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
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
6
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, Once Be Found is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Once Be Found
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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 Once Be Found.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/oncebefound
Cite this score: Engagemii (2026). "AEO Score for Once Be Found." Retrieved from https://engagemii.com/aeo/brands/oncebefound
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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