What is Copyright Infringement via Scraping?

Copyright infringement via scraping happens when a scraper downloads, stores, or republishes original, creative works without permission. Copyright law protects the expression of ideas, not the underlying facts. Therefore, a pipeline that extracts a product's price, weight, and dimensions is extracting public facts. A pipeline that extracts the manufacturer's custom-written product description and promotional photography is extracting protected expression.

When scraping pipelines fail to distinguish between the two, they expose the data buyer to statutory damages, DMCA takedown notices, and injunctions.

Infringement usually occurs at the extraction layer. A developer writes a broad CSS selector (e.g., div.product-details) that captures both the factual specifications and the copyrighted marketing copy. The data is stored in a database and later displayed on a competitor's site or used to train an LLM. The original publisher detects the verbatim copy, issues a cease-and-desist, and the pipeline must be shut down and the dataset purged.

In the US, scraping copyrighted material is sometimes protected by the Fair Use doctrine, evaluated on four factors: the purpose of the use (is it transformative?), the nature of the work, the amount copied, and the effect on the market. Search engines rely heavily on fair use to scrape and index the web. However, if your scraped dataset serves as a direct market substitute for the original site (e.g., a news aggregator that scrapes full articles so users don't have to visit the source), fair use will almost certainly fail.

We mitigate copyright risk through strict schema enforcement. During pipeline onboarding, we isolate the specific factual data points required by the client. Our extraction logic uses precise selectors to pull only those facts. We actively drop text nodes containing expressive paragraphs, user reviews, and media assets unless the client provides proof of licensing. By ensuring the output dataset contains only uncopyrightable facts, we protect our clients from downstream liability.

Many companies attempt to use the DMCA (Digital Millennium Copyright Act) to stop scrapers even when no copyright infringement has occurred, simply because they dislike being scraped. They issue takedown notices to the scraper's hosting provider (like AWS or GCP). If the scraped data is purely factual, these notices are often legally baseless, but hosting providers may still suspend the scraper's servers to maintain their own safe harbor status.