AI Source Scraper

Name: AI Source Scraper
Author: Janna Joceli Omena

AI Source Scrape captures, structures, and compares every cited web source — with metadata — from AI search interfaces, namely Claude, Gemini, and ChatGPT.

Overview

Firefox Add-ons Store

Daily users

Data as of 2026-07-16

Version:

1.4.1

Last updated: 2026-07-15

Features & Capabilities

AI Source Scraper A research tool for capturing and comparing sources surfaced by AI search interfaces.

Designed for digital methods and AI search research, the extension turns source and activity panels from supported AI platforms into structured datasets while preserving information about the conditions under which each response was generated.

Rather than collecting links alone, AI Source Scraper lets researchers annotate each capture with methodological metadata: - Capture mode: Longitudinal or Comparative - Prompt condition: Isolated, Initial, or Follow-up - Search condition: AI search or Agentic AI search - Prompt framing: Underspecified, Program, Anti-program, or Ambiguous - AI fieldwork observations: researcher notes recorded during data collection

Captures accumulate within a research session and can be exported as CSV, JSON, and TXT, allowing researchers to merge, filter, compare, and analyse source-selection patterns across prompts, platforms, search conditions, and moments in time.

This research tool operationalises digital methods such as the [Longitudinal Prompt Method for Understanding AI Search] (https://www.researchgate.net/publication/408580170_Longitudinal_Prompt_Method_for_Understanding_AI_Search), supporting projects that seek to advance source studies of single or cross-AI models by turning the citation layer of AI chatbots into structured data.

Two research designs

Longitudinal captures are designed to investigate how AI responses, sources, or interfaces develop and change over time or across conversational sequences.

Comparative captures support research designs in which conditions are deliberately varied, for example by comparing AI search with Agentic AI search or testing different prompt framings.

The same metadata structure is available in both modes, making it possible to build comparable datasets while keeping the methodological conditions of each capture explicit.

Supported research contexts AI Source Scraper is intended for research involving AI-mediated web search, source selection, citation practices, conversational search, and the changing relationship between prompts, search conditions, and retrieved web sources.

ChatGPT and Gemini can be studied in logged-in or logged-out conditions where their interfaces permit anonymous use. Claude.ai requires an account to conduct conversations.

Data and privacy The extension processes captured research data locally in the browser. Researchers decide when to export or clear their session data.

Citation Omena, J. J. (2026). AI Source Scraper [Computer software]. Zenodo. https://doi.org/10.5281/zenodo.20945556

Source code: https://github.com/jannajoceli/ai-source-scraper

User Growth & Download Statistics

Add-on

By:

Janna Joceli Omena

Daily users:

Version:

1.4.1 Last updated: 2026-07-15

Version code:

6357450

Creation date:

2026-07-08

Risk:

Content scripts matches:

claude.ai
gemini.google.com
chatgpt.com
chat.openai.com

Size:

36.59KB

Email:

ja*****@gmail.com

URLs:

Website

Full description:

Source:

Firefox Add-ons Store

Data ingested on:

2026-07-16

Compare stats and ranking:

Ranking

# 95,909 ▲

Other rankings

#80 in data scraper keyword 53 ▲

#88 in source keyword 16 ▲

#95 in scraper keyword 67 ▲

#97 in source code keyword 10 ▲

#98 in web scraper keyword 54 ▲

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For Developers

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Contact the developer

Chrome-Stats does not own this Firefox add-on. Please use these information below to contact the Firefox add-on developer.

Developed by:

Janna Joceli Omena

Firefox Add-ons Store

https://addons.mozilla.org/firefox/addon/ai-source-scraper/

Email:

ja*****@gmail.com

Website:

https://github.com/jannajoceli/ai-source-scraper/tree/main

Is AI Source Scraper Safe?

Risk impact

Risk impact measures the level of extra permissions an extension has access to. A low risk impact extension cannot do much harms, whereas a high risk impact extension can do a lot of damage like stealing your password, bypassing your security settings, and accessing your personal data. High risk impact extensions are not necessarily malicious. However, if they do turn malicious, they can be very harmful.

AI Source Scraper requires a lot of sensitive permissions. Exercise caution before installing.

Risk impact analysis details

Critical Request access to the following domains: claude.ai, google.com, chatgpt.com, openai.com
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Risk likelihood

Risk likelihood measures the probability that a Firefox add-on may turn malicious. This is determined by the publisher and the Firefox add-on reputation on Firefox Add-ons Store, the amount of time the Firefox add-on has been around, and other signals about the Firefox add-on. Our algorithms are not perfect, and are subject to change as we discover new ways to detect malicious extensions. We recommend that you always exercise caution when installing a Firefox add-on.

AI Source Scraper is recently added, and hasn't been around long enough for us to gather enough data to accurately assess its risk level.

Risk likelihood analysis details

High This extension was recently updated in the past month. New updates may not be stable or safe.
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