▼ 1.2 since Jul 2026
#1,886,285 OF 2,701,012 IN TECHNOLOGY
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AI Visibility Scorecard
GCF: Better Than JSON for AI Agents — Full Benchmark
betterthanjson.com · Technology
Borderline visible. AI bots can crawl GCF: Better Than JSON for AI Agents — Full Benchmark, 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
#1,886,285 of 2,701,012 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
About GCF: Better Than JSON for AI Agents — Full Benchmark
from our crawl and measurement
GCF: Better Than JSON for AI Agents Full Benchmark describes itself simply: "GCF is a proven lossless JSON encoding. 100% comprehension on every frontier model. 61-71% fewer tokens. 43B+ round-trips verified. At 1000 records, JSON doesn't fit. GCF wins every run." When AI engines look at it, they find little to work with. 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.
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
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
Good
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 3.8/10, GCF: Better Than JSON for AI Agents — Full Benchmark is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for GCF: Better Than JSON for AI Agents — Full Benchmark
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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/betterthanjson
Cite this score: Engagemii (2026). "AEO Score for GCF: Better Than JSON for AI Agents — Full Benchmark." Retrieved from https://engagemii.com/aeo/brands/betterthanjson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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