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Query Fan-Out Optimizer

Query Fan-Out Optimizer reveals the hidden sub-queries AI models like ChatGPT and Perplexity run when searching the web for sources to cite.

Query Fan-Out Optimizer

Query Fan-Out Optimizer

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Query Fan-Out Optimizer reveals the hidden sub-queries AI models like ChatGPT and Perplexity run when searching the web for sources to cite.

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Product Overview

Query Fan-Out Optimizer reveals the hidden sub-queries AI models like ChatGPT and Perplexity run when searching the web for sources to cite.

About This Tool

Overview

AI Marketing

Type in a prompt and Query Fan-Out Optimizer shows you the hidden sub-queries that AI models run behind the scenes when they search the web.

Each sub-query comes with a priority score, so you can see which search terms matter most.

Query Fan-Out Optimizer is an AI SEO tool from New Chemistry that reproduces the fan-out process, where a single prompt is split into several related searches run in parallel to find sources.

The models in question include ChatGPT, Claude and Perplexity.

The practical value is in knowing what to rank for.

If you want your pages cited in AI-generated answers, the sub-queries tell you which specific terms to target, which is the core of Generative Engine Optimization rather than classic keyword work.

It is a research tool more than a content tool: it points you to the searches, and the writing and optimizing are still up to you.

Added Oct 23, 2026
Website
Category

AI Marketing

Pricing Model

free

Website

https://queryfanout.io/

Status

published

Performance

6 views • 0/5 rating

Tags

Office & Productivity, Research & Data Analysis, AI Research Tool...

Frequently Asked Questions

Integrations & Connections

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Features & Capabilities

Key Features

Uncovers the hidden sub-queries LLMs use to find and cite web sources

Pros & Cons

Pros

  • Uncovers the hidden sub-queries LLMs use to find and cite web sources

Cons

No notable drawbacks reported yet.

Pricing & Access

Pricing Information

Free

Reviews & Ratings

User Ratings

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Key Features

Uncovers the hidden sub-queries LLMs use to find and cite web sources

Pricing

Free

This tool is completely free to use with no hidden costs.

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User Reviews

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