YouTube Scraping Tool Exposes User Data Across Borders; Vetting Claims Crumble Under Scrutiny

Post date: May 29, 2025 · Discovered: April 23, 2026 · 3 posts, 0 comments

The 'YouTube-Tools' service scrapes user data from comments, using AI to build profiles predicting location, language, and political leanings. This data gathering spans platforms, as the developer's toolset includes scrapers for Twitch and Kick.

Commenters point to a massive disconnect: the developer claims the tool is strictly for 'licensed professional investigators and law enforcement' and cites partnerships in Portugal and Belgium. Yet, users like RockBottom report setting up accounts and browsing data in minutes with only a credit card and email, directly contradicting the promised vetting.

The consensus screams alarm. The service collects sensitive data, yet the access barriers are apparently meaningless. The fault line is between the developer's guarded assurances of legal use and the documented reality of casual, deep-dive data aggregation.

Key Points

#1The tool generates AI background reports from scraped comment data.

RockBottom noted the tool tested its capabilities by suggesting Italian associations based on language used in comments referencing 'X Factor Italia'.

#2The developer admitted the tool presents real privacy violations.

RockBottom argued that the developer's admission of privacy violation exists alongside an easy sign-up process, invalidating the supposed vetting system.

#3The site's stated restrictions are contradicted by sign-up mechanics.

tfm pointed out the Terms of Service mandate use by 'licensed professional investigators,' which the actual signup process ignores.

#4The service is part of a pattern of cross-platform data harvesting.

RockBottom connected the YouTube tool to a suite including LoL-Archiver and Twitch-Tools, indicating a pattern of compiling diverse user data.

#5The core issue is industry-wide, not platform-specific.

RockBottom framed the entire incident as representative of the general, unchecked problem of 'Scraping public data,' citing the Brazil Discord dataset as precedent.

Source Discussions (3)

This report was synthesized from the following Lemmy discussions, ranked by community score.

351
points
Developer Builds Tool That Scrapes YouTube Comments, Uses AI to Predict Where Users Live
[email protected]·53 comments·5/28/2025·by abobla·404media.co
50
points
Developer Builds Tool That Scrapes YouTube Comments, Uses AI to Predict Where Users Live
[email protected]·8 comments·5/29/2025·by RockBottom·404media.co
45
points
Developer Builds Tool That Scrapes YouTube Comments, Uses AI to Predict Where Users Live
[email protected]·5 comments·5/29/2025·by tfm·404media.co