Meta's Semantic Pivot: A Regulatory Dodge in AI Scraping Terms

Meta is attempting to quiet a global firestorm over its commercial terms of service by engaging in a classic semantic pivot. In a move that looks less like a concession and more like a regulatory dodge, as Ars Technica first reported, the company has scrubbed the word "train" from its updated policy, yet it refuses to surrender the broad authority to scrape business websites.

**The Semantic Shift** According to reporting from Ars Technica, Meta's initial draft of the streamlined commercial terms—set to take effect on October 30—explicitly authorized the company to use "any content" from websites linked on business pages to "provide, develop, improve, research, train, and maintain the integrity" of its products. Following a wave of backlash, Meta deleted the word "train" and removed the reference to "any content."

Under the new wording, Meta is allowed to "periodically pull updates" from the websites of business users to "provide, develop, improve, research, and maintain advertising and business products," and to help maintain the security and integrity of its products. Meta's spokesperson told Ars Technica that these updates clarify the terms apply only to ads and business products and do not grant new rights that supersede existing preferences.

**The 'Develop' Loophole** From a rules-of-the-game perspective, this is a distinction without a difference. Legal experts told Nieman Lab that the updated language remains dangerously vague. Matt Topic, a media and intellectual property attorney at Loevy & Loevy, noted that the term "develop" is likely broad enough to encompass "train," especially since "business product" remains an undefined term.

James Grimmelmann, a professor of digital and information law at Cornell Law School, told Nieman Lab that the phrase "develop…advertising and business products" is still "broad enough to drive a truck through." Grimmelmann further argued that the revised terms do nothing to restrict language that could allow Meta to scrape entire websites.

**The Robots.txt Friction** Central to this dispute is the tension between voluntary signals and legally binding contracts. While Meta's spokesperson claimed content owners can still use robots.txt to signal preferences, University of Wisconsin law professor Benjamin Sobel told Nieman Lab that Meta has declined to add specific language to its policy agreeing to respect those instructions. Because robots.txt compliance is voluntary, Sobel warned that Meta could rely on the enforceable terms of service to ignore scraping blocks.

**Global Regulatory Pushback** Industry leaders are viewing this not as a policy update, but as a power grab. Danielle Coffey, president and CEO of the News/Media Alliance, described the policy as "outrageous and probably illegal," characterizing the requirement as a "bad-faith policy" and an abuse of market power.

Internationally, the pressure is mounting. Theo Bamber, chief executive for the United Kingdom News Media Association, called the move a "shameless land grab" and urged UK regulators to intervene. Similarly, Angela Mills Wad, executive director of the European Publishers Council, has asked the European Commission to step in, arguing that burying such claims in platform terms is no substitute for genuine consent.