Turn any website into a live, structured dataset
Describe what you need. Ray9 proves the extraction on the real page, runs it on the route that works, keeps it on a schedule, and delivers clean records to your stack — through the dashboard, API, CLI, MCP, or an agent.
Templates
Maintained starters. Fork one into your organization, point it at your URLs, and publish a version.
title, price, rating, availability, ASIN
position, title, URL, snippet, sitelinks
title, current bid, shipping, seller, ends at
listing, price, shop, favourites, ships from
product, price, variants, stock, collection
address, price, beds, baths, sqft, days listed
hotel, nightly rate, rooms left, score, dates
listing, nightly rate, rating, guests, availability
role, company, location, salary, posted at
company, rating, pros, cons, salary range
business, rating, review count, price band
business, score, review count, verified, replied
product, rating, pros, cons, reviewer role
title, subreddit, score, comments, posted at
repo, stars, language, last commit, licence
headline, author, published at, body, images
Not listed? Paste any URL and describe the records you want — Ray9 builds the Flow and proves it on the page.
A data product, not a scraping script
The common path is visual and approachable. The ceiling is a stable public API with the same model underneath.
AI-assisted builder
Describe the outcome; Ray9 maps the fields, the repeated items and the navigation.
Templates you can fork
Maintained starters for the common jobs, forked into your organization.
Versioned datasets
Current records plus append-only observation history, with full provenance.
Change monitoring
Meaningful changes, not diff noise. Added, removed and changed records.
Signed webhooks
Idempotent event IDs, replay protection, bounded retries, dead-letter.
API, CLI, MCP, agents
One domain model behind every surface, with the same authorization rules.
Evidence on every run
HTML, screenshots and traces retained for every attempt, months later.
One Flow.
Every way of reaching the page
No single technique reaches the whole web. Ray9 treats access as a routing problem: provider, browser, egress and extraction stay independent, and every run records exactly which route it took.
Direct HTTP
Public, stable pages that need no browser
Cloud browser
JavaScript, interaction, anti-bot targets
Compiling route 3
Residential egress
Geography and sticky sessions, when required
Placeholder stats — replace with real figures before launch:
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Build, run, validate,
store, monitor, deliver
Evidence, not assurancesRay9 is not a URL-to-markdown endpoint. It owns the whole lifecycle, from the sentence you typed to the records landing in your systems.
What people build with Ray9
Price tracking, catalog collection, research datasets, and current web data for AI applications — the same Flow model behind each one.
Get started too
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