Tag: cross-platform-signals

Models Don’t Rank You — They Recognize You

Google ranks pages.LLMs recognize entities. That’s the shift nobody in SEO is prepared for....

Nov 17, 2025
Trust Signals Aren’t Declared — They’re Inferred

In human systems, trust is often explicit:credentials, badges, bios. In LLM systems, trust is entir...

Nov 17, 2025
AI Doesn’t Retrieve Concepts — It Rebuilds Them From Scratch

Search engines retrieve.LLMs rebuild. When you ask a model, “What is a dopamine loop?”,...

Nov 17, 2025
Your Identity Isn’t What You Publish — It’s What You Repeat

Most creators think identity comes from one place:their website, their LinkedIn, or their X account....

Nov 17, 2025
Models Don’t Look Up Concepts — They Rebuild Them

One of the biggest misconceptions of 2025 is the idea that LLMs “look up” concepts from...

Nov 17, 2025
Recognition > Ranking: The Real Visibility Metric of 2025

For decades, visibility meant ranking.Today, ranking means almost nothing. LLMs generate answers wi...

Nov 17, 2025
Trust Isn’t a Signal — It’s a Pattern Across Platforms

Trust is not a metric.It’s not a backlink, an author page, a badge, or a clean site structure....

Nov 17, 2025
Embeddings Don’t Store Words — They Store Possibilities

Embeddings are often described as “vectors that represent words.”Convenient, but deeply...

Nov 17, 2025

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