LLM Query Fan-Out Tool

See how AI rewrites your query before answering it

LLMs don't search for what you typed. They expand it into dozens of sub-queries, then stitch together an answer. See exactly what those sub-queries are.

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Try: best climbing shoes for beginners · how to start a SaaS business · react vs vue for enterprise apps
queryvariations.com
> "best climbing shoes for beginners"

ChatGPT

beginner rock climbing shoes 2026
climbing shoes comfortable for new climbers
affordable bouldering shoes flat sole
climbing shoe brands for beginners review

Claude

what makes a climbing shoe good for beginners
flat vs slightly downturned climbing shoes
best value climbing shoes under $100
climbing shoe sizing guide new climbers

Perplexity

top rated beginner climbing shoes comparison
climbing shoe type for indoor gym beginners
la sportiva vs scarpa beginner shoes
how to choose first pair climbing shoes

How it works

01

Enter a search query

Type the query your audience searches for. Could be a blog topic, product category, or any phrase you want AI to cite you for.

02

See the fan-out

Watch how ChatGPT, Claude, and Perplexity each expand your query into different sub-queries. Every model thinks differently.

03

Target the gaps

Get a list of keyword variations you're not covering. Write content that answers the sub-queries, and LLMs will cite you more.

Why this matters now

SEO is shifting from ranking in blue links to getting cited by AI. The rules changed.

LLMs don't match keywords

They decompose your query into sub-queries, retrieve content for each, then synthesize. If your content only matches the original query, you're invisible to the fan-out.

60% of searches end without a click

AI Overviews, ChatGPT search, and Perplexity are answering questions directly. The content they cite gets the traffic. Everything else gets nothing.

Every model fans out differently

ChatGPT, Claude, and Perplexity each generate different sub-queries from the same input. You need to cover variations across all of them.

8x more likely to be cited

Content that covers 80%+ of a query's fan-out variations is dramatically more likely to appear in AI-generated answers.

One query. Every variation.
Every LLM.

The simplest way to understand how AI search actually sees your content.