News Startups: Data Scraping Risks in 2026

Listen to this article · 9 min listen

Even with all the attention on data privacy, a 2025 report from the Center for Data Ethics (CDE) found that over 60% of news startups engage in some form of automated data collection from public websites. It’s an aggressive way to get content, and while it’s tempting when you need to grow fast, the legal risks are huge. If you’re scraping news content, sorting out the legal compliance is a survival issue. The real question is, how can a new media company use public information without walking straight into a legal disaster?

Key Takeaways

  • That 2025 CDE report is no joke: over 60% of news startups are using automated data collection, showing how common it is despite the obvious legal dangers.
  • The 2022 hiQ Labs v. LinkedIn ruling from the Ninth Circuit said scraping public data isn’t a crime under the CFAA, but that’s not a green light to do whatever you want.
  • Defending your startup against a single copyright infringement claim from scraped content can cost more than $50,000 on average, which shows you how quickly this can sink a business.
  • A good compliance plan, getting an IP lawyer’s approval and respecting robots.txt, can cut down your risk of a legal fight by about 70%.
  • The smart move for news startups is to transform scraped data into original analysis or aggregated reports, instead of just copying content, which is where most people get into trouble.

60% of News Startups Engage in Data Scraping

The Center for Data Ethics (CDE) number is pretty stark, but from my experience, it makes sense. It’s a direct reflection of intense market pressure. Startups are almost always short on cash and people, and they’re pushed to find new stories, analyze trends, and generate content at a crazy pace. Doing that by hand is just too slow and costs too much. So, these automated scraping tools feel like a gift, a way to get competitive intelligence and story ideas. Just because everyone’s doing it doesn’t make it legal or ethical. A lot of founders seem to think scraping is some legal gray area, or they just adopt the “move fast and break things” playbook without ever talking to a lawyer. The fact that so many startups are doing this tells me there’s a massive gap in understanding what’s legally required.

Factor Aggressive Data Scraping (High Risk) Compliant Data Acquisition (Lower Risk)
Prevalence (2025) Over 60% of news startups Minority of news startups
Legal Cost (Copyright Defense) Exceeds $50,000 per claim Fraction of litigation cost
Legal Challenge Mitigation Low (unspecified) Approximately 70%
CFAA Protection (hiQ Ruling) Misinterpreted as blanket permission Limited to unauthorized access claims
Content Use Direct republication Original analysis, aggregated insights
Compliance Framework Lacking or weak Strong, with IP counsel review

The Ninth Circuit’s 2022 hiQ Labs Ruling: A Double-Edged Sword

The 2022 decision from the Ninth Circuit in hiQ Labs v. LinkedIn really shook things up in the data scraping world. The court’s big finding was that scraping publicly available info doesn’t violate the Computer Fraud and Abuse Act (CFAA), O.C.G.A. Section 16-9-93, as long as you’re not breaking through any technical walls (like a login screen). Data companies saw this as a huge win, but too many people misread the ruling as a free-for-all permission slip. It’s not. The CFAA is just one potential problem. The ruling might get you off the hook for an “unauthorized access” claim, but it gives you zero protection against a copyright infringement lawsuit, a breach of contract claim for violating a site’s terms of service, or misappropriation. I’ve watched startups assume that because data is “public,” it’s theirs for the taking. That’s a dangerous misreading. A startup could spend a ton of money successfully fighting a CFAA claim and then get hit with a much more expensive and damaging copyright suit.

Average Legal Costs Exceed $50,000 for Copyright Infringement Defense

A LegalTech Insights analysis found that the average cost for a small startup to defend itself against one copyright infringement claim over scraped content can go past $50,000. That price tag covers the first round of lawyer calls, the discovery process where both sides demand documents, filing motions, and maybe negotiating a settlement. If you actually have to go to court, the costs can blow past that and into six figures. For a lean, early-stage news startup, an expense like that is a potential company-killer, forcing you into bankruptcy or a fire sale. This financial threat is exactly why getting proactive legal advice is a basic necessity. The money you spend upfront on an IP attorney to create a scraping policy and review your methods is tiny compared to the cost of a single lawsuit. A lot of founders just don’t realize how aggressively big media companies will protect their content, and those companies have the lawyers and the budget to come after you.

70% Mitigation Through Strong Compliance Frameworks

Putting a real compliance plan in place can get rid of about 70% of the potential legal fights over scraping. It won’t solve every problem, but it dramatically lowers your risk. What does that actually involve? First, you need a clear, written internal policy on data gathering that’s been blessed by an IP lawyer. That policy has to demand strict obedience to robots.txt files, which are a site’s way of saying “don’t crawl here.” It also needs a process for checking and respecting a website’s terms of service, which usually ban scraping outright. Most importantly, your plan needs to be about turning scraped data into something new, not just reposting it. For instance, pulling sentiment data from 50 articles about a product launch to create a unique market analysis report is a world away from just copying and pasting paragraphs from those 50 articles. Building this system is a strategic choice that protects your company from a threat that could otherwise kill it.

I hear it all the time from tech founders, especially those outside of media: “if it’s public on the internet, it’s free to use.” I couldn’t disagree more. That’s a dangerously simple way of thinking that gets startups sued. This idea comes from a deep misunderstanding of copyright law, which protects original work the second it’s written down, and a news article, an analysis piece, or even a well-researched list of facts is protected. The fact that you didn’t have to log in or pay to see something doesn’t mean the publisher gave up their IP rights. Think of it like a book in a public library. The book is there for you to read, but you can’t photocopy the whole thing and start selling it. It’s the same principle online. Startups have to change their thinking from “Can I get this data?” to “Do I have the legal right to use it this way?” The answer to that second question usually requires transforming the data into something new, aggregating it, or paying for a license. Pretending there’s no distinction is a fast track to a lawsuit.

Handling the legal details of news scraping requires a smart, proactive game plan. Founders have to accept that the siren song of easy content can’t drown out the reality of legal compliance. If you understand what the court rulings actually mean, accept the real financial risk of getting it wrong, and build strong internal policies, you can use public data in a way that’s responsible and won’t put you out of business.

Is scraping news websites always illegal?

No. Legality depends on what you’re scraping, how you’re using it, and whether you’re breaking any site’s terms of service or technical barriers. Scraping public facts might be fine, but republishing a journalist’s copyrighted article without their permission is almost always illegal.

What’s the difference between scraping and using an RSS feed?

Scraping is when you use a bot to pull data straight from a website’s code, which isn’t how the site was meant to be read. An RSS feed, however, is a tool publishers create on purpose to let people syndicate their content in a structured way. Using a site’s RSS feed is almost always okay because that’s what it’s for.

Can a robots.txt file actually stop me from scraping?

A robots.txt file isn’t a law, so it’s not legally binding on its own. But if you ignore it, that can be used as evidence against you in court to show you acted in bad faith, especially if you also violated the site’s terms of service. Following it is a critical best practice that shows you’re trying to be a good actor.

What are the specific legal risks of scraping for a news startup?

The big ones are copyright infringement for copying original content, breach of contract for violating a website’s terms of service, and possibly CFAA (Computer Fraud and Abuse Act) violations if you bypass any kind of login or technical block. You could also face a misappropriation claim if you lift a unique database or compilation.

How can a news startup use scraped data without getting sued?

The safest way is to use scraped data as raw material for something totally new. Transform it. Use it to power an original analysis, a sentiment report, or trend identification. Your output should be a distinct work, not a copy or summary of the source material. The other clear path is to just pay for licenses from the content owners.

Editorial Team

The Editorial Team at The Founders Space is a group of writers and editors who cover the stories shaping their industry. They research each story and publish under a shared desk byline — experts in their fields, working as one team.