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Meta Removes Language That Raised Scraping and AI Training Concerns

Meta has reversed course and removed a controversial provision from its commercial terms of use that had previously sparked intense industry-wide concern over web scraping and artificial intelligence model training.

Radwan AbdulhadiEditor and technology writer

Published: October 18, 2026 · Updated: October 18, 2026 · 4 min read

Meta Removes Language That Raised Scraping and AI Training Concerns — Image: TechCrunch

The Commercial Terms Update

Meta recently updated its commercial terms of use in a move that immediately drew the attention of industry observers, legal professionals, and digital publishers. Under the revised wording, the company declared that it could use any content sourced from a business account's domains, web pages, or URLs to provide, develop, improve, research, train, and maintain the integrity of various Meta products and services.

This particular phrasing immediately signaled potential implications for the vast landscape of online publishing and digital content creation. Corporations and independent publishers alike maintain business accounts across major social platforms, making the scope of such a commercial terms update exceptionally broad across the digital ecosystem.

Legal Concerns and Industry Alarm

Following the discovery of the updated commercial wording, legal experts interviewed by Nieman Lab analyzed the implications and characterized the provision as remarkable. They warned that the wording could effectively grant Meta formal permission to scrape the website of any publisher operating with a business account on the platform, subsequently utilizing that harvested content to train the company's proprietary artificial intelligence models.

The apprehension surrounding AI model training practices is deeply rooted in ongoing legal battles across the technology sector. While Meta defeated a high-profile lawsuit over alleged copyright infringement last year, various other legal actions and active cases against artificial intelligence companies, including Meta itself, continue to navigate the court system.

Publishers and creators remain hyper-vigilant regarding how major technology conglomerates acquire and utilize copyrighted text, articles, and media assets to advance their machine learning infrastructure. The intersection of modern artificial intelligence development and intellectual property rights continues to be a heavily contested frontier.

Meta Initial Response and Defense

As public scrutiny and industry anxiety intensified following the publication of the revised commercial terms, a Meta spokesperson stepped forward to address the situation. The representative insisted that the updated terms did not reflect any underlying change in the specific way Meta crawls the web or handles external internet data.

Despite these initial assurances, the explanations provided by the company did little to instantly quell the unease felt by digital publishers and legal scholars. The phrasing within the formal legal terms of use continued to draw heavy criticism for being overly broad and ambiguous regarding data utilization rights.

Removal of the Controversial Provision

The situation took a definitive turn when subsequent reporting by media outlets confirmed that the controversial provision had been completely removed from the commercial terms of service. The prompt retraction marked a notable retreat by the company in the face of mounting external pressure and widespread industry feedback.

Following the removal of the text, Meta issued an official statement to clarify the intent behind the original consolidation of its policies. The company acknowledged the public reaction and sought to clear up any lingering confusion regarding its operational scope and data harvesting capabilities.

Company Clarification and Statement

In its official statement addressing the controversy, Meta stated, “We’ve heard you and want to clarify: the crawling terms we consolidated only applied to our ads and business products, and we’ve clarified that in the terms themselves.” The tech giant further emphasized that the policy adjustment does not change how Meta utilizes its web crawlers across the broader internet.

By explicitly narrowing the scope within the text itself, the company hopes to put publisher concerns to rest. Nevertheless, the swift cycle of policy updates, public critique, and subsequent removal highlights the intense scrutiny under which all major artificial intelligence developers currently operate.