Content isn't retrieved randomly
AI has triggers. Certain prompts force models to search the web. FLIP maps these triggers — helping you understand WHEN your content gets surfaced, not just how to optimize it.
The retrieval triggers
Most AI queries are answered from training data. But some prompts trigger web retrieval — and that's where you can be cited. FLIP identifies the 4 primary triggers that force AI to go external.
Freshness
Is this time-sensitive?
Prompts about recent events, 2024/2025 data, or rapidly changing topics force AI to check current sources.
Local
Is this location-specific?
Queries with geographic context (near me, in [city], regional) trigger location-aware retrieval.
In-depth
Does this need expertise?
Complex questions expand into sub-queries (fan-out). AI searches for authoritative, comprehensive sources.
Personalization
Which platform is asking?
Each AI platform has different retrieval engines and biases. ChatGPT, Perplexity, Claude play by different rules.
Four triggers. One framework. Complete retrieval coverage.
Get your FLIP Score
Audit which triggers your content activates — and where you're invisible.