US court finalizes order banning mass scraping and resale of LinkedIn profile data

Court finalizes the settlement

A federal judge in California has finalized an agreement between LinkedIn and two software companies that ends a lawsuit over large-scale profile harvesting. According to The Record, the consent judgment requires ProAPIs and Netswift, a company described as operating jointly with ProAPIs, to stop scraping LinkedIn data on a mass scale, to stop selling or transferring what they already collected, to refrain from accessing LinkedIn through fake accounts, and to delete the scraped material.

Sarah Wight, the LinkedIn executive who oversees the company's litigation and enforcement work, called the outcome an important win. "Your profile is yours," she wrote in a post on Thursday, adding that what members choose to share is meant for the professional communities they are building, not for an outside company to exploit in ways users never agreed to.

The scale of the alleged operation

LinkedIn sued the two companies and their CEO last October. According to the complaint cited by The Record, the firms ran a network of bogus accounts that reached into the millions and scraped data on a continuous basis. The harvested material included member, company and school information as well as members' reactions, comments and posts.

LinkedIn's countermeasures reportedly struggled to keep pace. The platform said it typically identified and blocked fake accounts within hours of their creation, but even that short lifespan allowed each account to pull hundreds of profiles before removal. With hundreds to thousands of new accounts allegedly created daily, blocking never eliminated the scraping.

ProAPIs, which describes itself as a "data pipeline platform," addressed the settlement in a post on its website. The company said it does not offer tools for scraping LinkedIn and that it agreed to a consent judgment in US federal court to stop scraping LinkedIn and never do so again.

Part of a broader enforcement push

The Record notes that scraping of user profiles has been a long-running problem for LinkedIn, and this case is not an isolated legal result. About five months before this judgment, Wight publicized another win, this time against a firm accused of distributing a browser extension used to scrape member data without consent.

Why it matters

As a consent judgment, this outcome settles a dispute rather than establishing a ruling on the merits — no court decision here declares scraping itself unlawful. Even so, the terms are unusually concrete: a permanent commitment not to scrape, an order to delete data already taken, and a ban on fake-account access. That combination gives LinkedIn remedies beyond monetary damages and a template it can press in future suits.

For companies in the data-extraction business, the case illustrates the legal exposure that comes with using fabricated accounts to bypass platform defenses. Rather than resting on abstract arguments about access to public data, LinkedIn built its claim around fraud-style conduct — fake identities, industrial-scale account churn and resale of harvested profiles — which is far harder to defend against.

For users, the deletion requirement means, at least on paper, that profile data taken by these firms should be destroyed rather than resold. The judgment also signals that large platforms increasingly treat litigation as a routine enforcement tool against data brokers, a posture likely to shape how scraping businesses operate going forward.