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Query Fan-Out

Entry #606 / 700 · Chapter 13 · 13.1 AI search products, RAG and query fan-out · Read in Chinese →
In one sentence

The expansion of one complex question into several concurrent sub-queries covering different dimensions, whose results are then merged before an answer is composed.

Analogy Mental model

A household manager asked to find a car for winter driving in a cold city, under budget, with room for two child seats. The manager does not search once; four assistants are dispatched at the same time to check availability, cold-weather battery behaviour, rear-seat width, and complaint records.

In practice What you actually do

This changes content planning fundamentally. When building a pillar page around a major question, predict the five or six sub-queries the system will generate: definition, cost, comparison dimensions, extreme-condition suitability, and common failure modes. Write each as its own section of the same page.

Where people get burned Pitfalls

The payoff is structural. When the same URL ranks for several sub-queries simultaneously, its combined score across the merged result set is decisive, which is precisely why comprehensive guides are cited far more often than narrow fragments.

This entry was written in English from the Chinese original, not machine-translated. Read the Chinese version →