Capture ChatGPT search fan-outs and sources

Capture, analyze and export every SearchGPT conversation: query fan-outs, cited sources, products, entities, and how ChatGPT searches behind its answer.

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Version 3.4 · June 2026

Three new sourcing signals captured from ChatGPT's search conversations

Following the research by Suganthan Mohanadasan, we extended the plugin to capture three new signals from ChatGPT's search conversations. We also fixed a few bugs along the way.

Turn use case

We now surface the server-side turn_use_case field, which reveals the intent category ChatGPT assigns to each turn (e.g. shopping). It tells you how the model framed the request before answering, a useful signal for spotting when a query triggers commercial vs. informational behavior.

Reference types

A breakdown of the inline citation markers embedded in the response (e.g. product (9), search (3), news (1)). Parsed directly from the answer's reference tokens, it shows the mix of source types ChatGPT actually cited (products, web search results, news, images, and so on) and in what proportion.

Sourcing pipelines

Each cited web result carries a result_source field identifying the data provider that fetched it: Bright Data, Oxylabs, Licensed (Labrador), or SERP. We aggregate these per conversation (e.g. oxylabs (10), bright (6)) and chart them in the Dashboard, so you can see which sourcing infrastructure is behind the citations your content competes against.

Turn use case, reference types and sourcing pipelines

Turn use case, reference types, and the sourcing pipelines (Bright Data, Oxylabs, Licensed, SERP) behind every cited result.

Version 3.3 · March 2026

GPT-5.3 / GPT-5.4 support, Thinking & Extended Thinking capture, Map Carousel

This release brings full support for the GPT-5.3 model, which no longer shows fan-out search queries but still leverages image and shopping fan-outs, and GPT-5.4 thinking & extended thinking. The analyzer now correctly handles this new behavior and adjusts statistics accordingly.

  • Map Carousel block - a new block recovers and displays map/local results returned by ChatGPT's browsing engine.
  • Chain-of-Thought & Thinking Summaries - significantly improved detection, with better extraction of reasoning steps, summaries, and thought content.
  • Entity identification - refined: generic placeholders are now filtered out, and entity types (products, places, organizations...) are more accurately classified.
  • Technical Information panel - now reports all turn reference types (search, cite, product, forecast...) with counts.
  • Top URLs table - includes a new Ref column showing each link's role in the search result groups.
Thinking & Extended Thinking summaries capture

Capture of Thinking & Extended Thinking: reasoning steps and summaries are recovered (up to 8 steps in Extended Thinking).

Domain filter detected in thinking

Domain filtering surfaced from the model's reasoning, illustrating the source selection visible in Thinking Summaries.

Version 3 Changelog · December 2025

Automatic loader, mentions monitoring & Map carousel detection

  • Prompt Loader - automate bulk prompt submissions to ChatGPT and capture all responses automatically for batch analysis.
  • Brand & Competitor Mentions Tracking - monitor your brand and competitors. Configurable aliases, mention counts, and contextual passages.
  • Top Brand Mentions table - aggregated brand visibility with clickable conversation links.
  • Map Carousel Detection - capture location-based results with names, addresses, ratings, and coordinates.
  • Title and Snippet detection for source links.
Prompt loader

Queue multiple prompts, auto-submit them to ChatGPT one by one, and automatically capture all responses.

Brand & competitors

Monitor your brands & competitors (and their alias).

Version 2 · October 2025

Major updates and new features

Advanced fan-out detection

Differentiation between Search (traditional), Shopping (shorter queries using SearchApi.io to scrape Google Shopping), and Images fan-outs (more numerous, likely using Bing or a proprietary index).

Entity recognition (NER)

Detection of entities flagged by ChatGPT (news-related) and product_entity extraction from shopping carousels, likely corresponding to products anchored in the Google Shopping Graph.

Project management system

Group conversations by themes (brand/non-brand, client, topic...). Filter the global dashboard by project for targeted analysis.

Entities Detection Dashboard

Entity recognition, product entities detection, fan-out types differentiation + projects filter.

Top Domains Analytics

Top domains analysis with visual graph.

Dashboard screenshots

ChatGPT Response Analyzer Dashboard

Query fan-outs & general analysis

Domain Analysis View

Product details with prices & reviews

Product Tracking

Top domains & source citations

Top Products Analysis

Cross-conversation product analytics

What the extension captures

The signals it pulls from each SearchGPT conversation

1

List query fan-outs

Capture and list all query fan-outs from each conversation. See exactly what searches ChatGPT performs behind the scenes to generate responses.

2

Extract every citation

List and retrieve all links cited in conversations. Even capture dozens of links from thinking mode responses with one click.

3

Identify carousels

Automatically identify product, image, news, and map carousels. Scrape product details including prices, reviews, and ratings for analysis.

4

Brand mentions tracking

Monitor your brand and competitors in ChatGPT responses. Configure aliases, track mention counts with contextual passages across all conversations.

5

Entity recognition (NER)

Extract entities flagged by ChatGPT including news-related entities and product entities from shopping carousels, revealing ChatGPT's internal content understanding.

6

Direct Excel export

Download raw data in TSV format for direct copy/paste into Excel. Tab-separated values ensure clean compatibility with spreadsheet applications.

Real-time analytics dashboard

Turn captured conversations into tables and charts

ChatGPT Response Analyzer

Top domains tracked

reddit.com 12 URLs
youtube.com 9 URLs
wikipedia.org 5 URLs

Brand mentions

Your brand 8 mentions
Competitor A 5 mentions

What the dashboard shows

The parser reads each SearchGPT conversation and reconstructs how ChatGPT searched and which sources it cited.

  • Track query fan-outs and search patterns in real time
  • Monitor brand and competitor mentions across conversations
  • Analyze citation frequency by domain
  • Export everything to Excel-ready TSV format (direct copy/paste)

How it works

Install once, capture as you browse

1

Install extension

Install the official extension from the Chrome Web Store with one click.

2

Use ChatGPT

The extension automatically captures SearchGPT data in the background.

3

View analytics

Access the dashboard to analyze captured conversations and insights.

4

Export & optimize

Download data for Excel and optimize your SearchGPT strategy.

5

Privacy first

All data stays local on your machine. No API calls, no external servers. Open-source code for full transparency.

Start analyzing SearchGPT

Install the extension and capture your first conversation in a minute.