All posts
YG3 vs Wix for SEO: who wins by default?
Wix can look polished, but default SEO still leaves schema and structure to apps and settings. YG3 scored 100 vs Wix at 75 in our default SEO benchmark.
YG3 vs Squarespace for SEO: design-first vs search-first
Squarespace is design-first. YG3 is search-first. In our default SEO benchmark Squarespace scored 71; YG3 scored 100.
YG3 vs WordPress for SEO: plugins vs zero-config structure
WordPress can win SEO with the right stack. By default. Without Yoast, Rank Math, and custom schema. it scored 76 in our test. YG3 scored 100.
YG3 vs Webflow for SEO: designer control vs LocalBusiness automation
Webflow gives designers precise control. Default SEO for a service business still scored 69 vs YG3’s 100 in our benchmark.
YG3 vs Framer for SEO: marketing sites vs service-business schema
Framer is fast for marketing sites and startups. For default service-business SEO it scored 64; YG3 scored 100.
YG3 vs AI website builders for SEO (Durable, Hostinger, Lovable, Bolt)
AI builders generate sites fast. Default SEO still trailed YG3: Durable 81, Hostinger AI 80, Lovable 72, Bolt/v0 63. YG3 100.
The #1 ranked web builder.
We measured default SEO across twelve builders. YG3 scored 100. Everyone else landed below. Here is the chart, the method, and what it means.
From AI Buzz to AI Business: How Leaders Are Turning Technology into Results
Every week, a new AI tool trends on LinkedIn. The hype machine spins up, headlines promise disruption, and comment sections erupt into speculation.
Marketing That Moves the Needle: Strategies From Leaders in the Field
Marketing advice is everywhere — but the kind that actually drives measurable results? That’s rare. The most effective marketers don’t just talk about growth; t.
I Used AI to Interview Julius Caesar About Power, Betrayal & Cleopatra. His Answers About Trust Will Change How You Lead.
Using YG3's yAI platform, I created a specialized AI embodying Julius Caesar. Complete with his military genius, political acumen, and the psychological complex.
AI in Marketing: The Trends Redefining How We Connect
The New Strategic Partner
AI that asks before it spends.
We scored six ways to run Google Ads with AI. YG3 scored 100. Everyone else landed below.
Lower every quarter.
Two YG3 movers in the same city cut combined CPL from $67 to $49. Leads +60%. Below their industry average.
Where do you spend 100M adapter parameters on a looped transformer?
Fine-tuning a looped transformer with ~100M adapter parameters. Do you spread them across every FFN sublayer or concentrate them in the output projection? We ra.
Business Leadership in Action: Decisions That Define Success
Leadership isn’t an abstract title — it’s visible in the moments when tough calls must be made, resources must be reallocated, and a vision must be defended.
AI Workflow Automation Without Code: How YG3 and Claude Work Together
Learn how YG3’s multi-AI group chat combined with Claude’s browser automation can generate, refine, and execute workflows without writing code.
YG3's Guide to Web3 Marketing
As technology evolves, so does the landscape of marketing, shifting power back to creators and communities.
Building More Efficient Models: A Look at Tiny Recursive Models
For too long, the AI industry has operated under a simple assumption: bigger models, better results. We've watched parameter counts explode from billions to tri.
Value Creation vs Value Extraction
Turn value creation vs value extraction into a growth loop. Map exchanges, set standards, and build systems that compound.
What if you let Codex and Claude argue with each other?
Quill is a free open-source MCP server that pairs two coding agents and surfaces their disagreement. We tested when this actually helps.
From AI Personas to Interactive Experiences: What We Learned Building Games with YG3
How AI personas for interactive experiences are transforming games, education, and digital products. Lessons from building AI-powered prototypes with YG3.
The Complete Guide to Building a High-Impact SEO Content Strategy (AEO, GEO & Classic SEO)
AI-first search is pushing brands back to fundamentals: authoritative writing, clear topical structure, and linkable resources.
Yugen Acquires Winning Creative to Strengthen Brand Integration in AI Infrastructure Deployments
Yugen, a sovereign intelligence firm serving private market operators, has acquired Winning Creative, a boutique brand and systems consultancy known for its str.
AI Assistant vs. Custom AI Model: What’s the Real Difference?
What Exactly Does "Having Your Own AI" Mean in 2026?
Our Philosophy of AI
At YG3, we believe technology should serve humanity—not replace it.
