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Pull structured data off any website

Portals, rendered tables, paginated lists and PDFs behind a search form. The agent opens the real page, follows the pagination, and hands back CSV or JSON with a source URL on every row.

Data extraction

Export Portal Results to CSV - Browser Use demo

Export Portal Results to CSV

nsfsport-prod.nsf.org

Export a Discography to CSV - Browser Use demo

Export a Discography to CSV

rateyourmusic.com

Extract a Website to JSON - Browser Use demo

Extract a Website to JSON

Data extraction

Find the current menu for [restaurant] in [city]. Start from the restaurant's own site, confirm the prices are current, and return the full menu as structured data.

Build a Live Menu

google.com

Extract a Pitch Deck - Browser Use demo

Extract a Pitch Deck

heyzine.com

On Companies House, find the latest filing for [company] and answer this: [question]. Quote the exact line from the filing and link to the document.

Answer from a Company Filing

company-information.service.gov.uk

Find the most recent annual financial report for [county] on its public portal, locate the balance sheet, and return assets, liabilities, and fund balance with a link to the source PDF.

Extract a County Balance Sheet

data.gov

Retrieve Official Treaty PDFs - Browser Use demo

Retrieve Official Treaty PDFs

traktaty.msz.gov.pl

Extract an Investor Portfolio - Browser Use demo

Extract an Investor Portfolio

sequoiacap.com

Other things agents do

Shopping & checkout

Unit prices instead of sticker prices, stock checked across twenty products at once, coupons tried one at a time at the real checkout. The agent stops before payment, every time.

Travel & booking

Availability that only exists inside a live calendar widget, seat maps you have to read visually, walking distances you have to check on a map. These are the flows a scraper cannot see.

Testing & QA

No selectors to maintain and no test script to rewrite when the DOM moves. Describe the flow in a sentence, get screenshots, console errors and a prioritised fix list back.

Research

Regulators, clinical registries, academic publishers and city halls. Sources that are public but not queryable, where the answer is three clicks deep in a form nobody has an API for.

Companies & jobs

Directories, portfolio pages, exhibitor lists and job boards, turned into a deduplicated table with every claim traced back to the page it came from.

Agent workflows

Four browsers at once, a task that runs every weekday at eight, a workflow saved as a reusable skill, a logged-in session that stops before anything irreversible.

Social & outreach

Both platforms are hostile to automation and generous to a logged-in human. The agent is the second kind: it reads your feed, exports your own followers, drafts in the real composer, and stops before it posts.

Games & real-time

Tetris, chess, GeoGuessr, powerline.io. Not a benchmark - a demonstration that the agent can read a board that changes faster than it can think and still act on it.