#1,681,264 OF 2,692,607 IN TECHNOLOGY
SCORE HISTORY BEGINS 2026-07-09
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AI Visibility Scorecard
Constrained Decoding of Diffusion LLMs with CFGs
constrained-diffusion.ai · Technology
Borderline visible. AI bots can crawl Constrained Decoding of Diffusion LLMs with CFGs, 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
Claude
#1,681,264 of 2,692,607 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About Constrained Decoding of Diffusion LLMs with CFGs
from constrained-diffusion.ai
We enable constrained decoding for diffusion LLMs with CFGs, such as JSON and C++, guaranteeing syntactic correctness and improving functional correctness.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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
2
Established authority for your domain.
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 4.2/10, Constrained Decoding of Diffusion LLMs with CFGs is crawlable but under-signaled - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/constrained-diffusion-ai
Cite this score: Engagemii (2026). "AEO Score for Constrained Decoding of Diffusion LLMs with CFGs." Retrieved from https://engagemii.com/aeo/brands/constrained-diffusion-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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