Giant language fashions reminiscent of ChatGPT generate solutions to prompts by querying large, publicly out there coaching information. The queries deal with the preliminary immediate plus additional information probably related to customers’ wants after which consolidate the findings right into a single, complete response.
The extra queries lengthen past the literal textual content of the immediate. Therefore Google coined the time period “fan-out queries” earlier this yr to explain the tactic.
Realizing the fan-out queries related to an preliminary immediate helps publishers perceive the platform’s interpretations and priorities.
Two new instruments reveal these queries in ChatGPT. These instruments work just for ChatGPT’s net searches and solely in Google Chrome.
The web optimization Pub
The web optimization Pub is a publication and neighborhood from Mike Friedman, a search engine optimizer and proprietor of Clicked Consulting. His “ChatGPT Search Reasoning and Question Extractor” is a free Chrome bookmarklet to entry the platform’s fan-out net queries and reasoning when compiling a solution.
For instance, for a immediate of “finest headphones for operating,” ChatGPT’s fan-out searches, per the bookmarklet, have been:
- “Shokz OpenRun Professional 2 overview operating 2025”
- “Beats Match Professional 2025 overview operating”
- “Jabra Elite 8 Energetic overview sweatproof”
- “Soundcore Sport X20 earbuds overview”
- “Bose Extremely Open Earbuds operating overview”
- “finest operating headphones 2025 Runner’s World”
- “AirPods Professional USB-C 2nd gen operating sweat take a look at overview”
- “Sony LinkBuds S operating consolation overview 2024”
- “JLab Go Air Sport overview operating 2024.”
And ChatGPT’s reasoning was enlightening, particularly for content material entrepreneurs and product builders:
The consumer is asking for a comparability of the very best headphones for operating. This probably means recommending fashions with options like a safe match, being sweatproof, and having a transparency mode. I’ll want to collect the newest information for 2025 fashions. It’s not location-specific, but it surely looks like a buying question, so I ought to concentrate on up-to-date evaluations and comparability of options, pricing, and efficiency. I’ll browse for essentially the most present fashions to incorporate within the suggestion.
The bookmarklet allows customers to view and export the searches and reasoning on an easy-to-read web page.
Customers can view and export ChatGPT’s fan-out searches and reasoning. Click on picture to enlarge.
To put in the bookmarklet,
- Create a brand new bookmark in Chrome.
- Assign a reputation reminiscent of “ChatGPT Extractor” or related
- Change the URL discipline with the code on the web optimization Pub web page
- Go to ChatGPT and carry out a search that triggers an internet search
- After getting outcomes, click on the bookmarklet. It should open a brand new tab displaying ChatGPT’s searches and reasoning.
Fan-out Helper
One other free device, a Chrome extension referred to as “ChatGPT Search Fan-out Helper,” saves ChatGPT’s fan-out queries and sources, offering the URLs, titles, and descriptions.
