Topic
query fan-out
5 posts
- AI search optimisation
Query Fan-Out Tool: Simulate AI Mode Sub-Queries and Check Coverage
Google says AI Mode fans your query out into many searches. Here's a free notebook that simulates the sub-queries and checks, passage…
Lazarina Stoy24 Oct 2026 · 12 min - AI search optimisation
How Entities Power Query Fan-Out in AI Search
Most of the searches happening on your behalf right now were never typed by anyone. Here is how AI systems generate entity-driven…
Beatrice Gamba11 May 2026 · 8 min - ML fundamentals
What Is Query Augmentation in SEO? How Search Engines Expand Queries (and Why It Matters Now)
Query augmentation is how search engines expand and enrich what users type into something more specific. It's also the conceptual ancestor of…
Lazarina Stoy11 May 2026 · 10 min - ML fundamentals
What Are Synthetic Queries? Why They Matter for Semantic SEO and AI Search
Most of the searches happening on your behalf right now were never typed by a human. Synthetic queries — the ones AI…
Lazarina Stoy11 May 2026 · 10 min - ML fundamentals
What Is the EAV Model in SEO? A Practical Framework for Semantic Keyword Research
The Entity-Attribute-Variable model gives SEOs a way to think beyond keywords to the real-world concepts users search for. Here's the intro-level walkthrough…
Lazarina Stoy11 May 2026 · 13 min
