AI Visibility Scorecard
SAH GOOD GROUP
brandmyframework.com · Food & Beverage
Borderline visible. AI bots can crawl SAH GOOD GROUP, 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
ChatGPT
#383,938 of 1,393,990 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
85
Muse Index Score
iAI agent readiness
Transactable · 85/100
0
AI Adoption
iNone detected · 0/100
About SAH GOOD GROUP
from our crawl and measurement
SAH GOOD GROUP is a business whose own site puts it this way: "Ten sticker spots on a Framework Laptop 16 lid, sold by live auction. Bid for a spot and your logo travels to cafés, coworking spaces, conferences and every build-in-public post." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (Organization, WebSite, Product), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4.9/10, SAH GOOD GROUP is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for SAH GOOD GROUP
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.
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/brandmyframework
Cite this score: Engagemii (2026). "AEO Score for SAH GOOD GROUP." Retrieved from https://engagemii.com/aeo/brands/brandmyframework
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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