Data Domains
Pry isn't just a generic scraper — it ships ready-made data integrations
for the verticals teams actually scrape. Each domain has dedicated REST
endpoints (all under /v1/), auto-fallback providers, and (where noted)
MCP tools for AI agents.
Every domain endpoint uses the same auth, rate limits, and error format as the core API — see API Overview.
| Domain | What you get | Endpoints |
|---|---|---|
| Crypto Market | Token launches, CEX listing signals, rug/honeypot security scans | 3 |
| Sports Betting | Live odds, arbitrage, +EV, props, injuries, historical odds, betting percentages, sharp consensus, money-printer alerts | 13 |
| Marketplace | Amazon ASIN/search, Walmart product, TikTok Shop trending + a marketplace actor system | 7 |
| Healthcare | Clinical trials, US drug pricing (NADAC + GoodRx), insurance quote feasibility + rate tables | 4 |
| Commerce Long-Tail | eBay/Etsy/AliExpress/Shopify product search, social follower metrics with fake-follower estimate | 5 |
| Legal & Public Records | CourtListener dockets, SEC EDGAR filings + Form 4 insiders, OFAC SDN screening | 5 |
| Real Estate | Zillow listings, location search (Redfin fallback), county assessor records | 3 |
| Jobs | ATS boards (Greenhouse/Lever/Ashby/Workday), cross-board search, Levels.fyi salary bands | 6 |
| Travel | Google Flights cheapest-date grid + one-way search, Google Hotels/Booking rates | 3 |
| Attention & SEO | Google SERP (organic + AI Overview + PAA), Google Trends, Meta Ad Library, SEO analysis | 7 |
| Local Business | Google Maps places + popular times, Google/Yelp reviews | 3 |
| Government Data | SAM.gov procurement, CPSC/FDA recalls | 3 |
| IP Data | Google Patents search, USPTO trademarks, state company registries | 4 |
| Climate / Weather & Agri | NOAA NWS forecast + alerts, USDA NASS crop prices received | 2 |
| Research & Academic | OpenAlex/Crossref papers, RDAP WHOIS + crt.sh domain intelligence | 2 |
| Document Parsing | PDF/DOCX/OCR/CSV/JSON parsing, markdown generation, shadow DOM, tables | 5 |
| Browser Automation | Step-based automation, persistent sessions, recording, capture, WebSocket/SSE | 15 |
How the domains are priced
The domain endpoints follow the same three monetization lanes as everything else:
- Self-hosted / API key — call them directly on your instance.
- x402 pay-per-call — the crypto-market endpoints are gated in the x402
middleware (
token_launches,cex_listings,token_security) and the core paid operations (scrape,crawl,extract,automate, …) are priced per call. See x402 Pay-per-call and Pricing & Monetization. - Hosted subscription — every domain endpoint is included in the hosted Free/Pro/Team/Enterprise tiers.
Newly landed domains
The sports betting lane (13 endpoints, 11 MCP tools) and the
climate/weather + research lanes (pry_weather, pry_agri, pry_papers,
pry_domain) shipped in the latest release. The healthcare, commerce
long-tail, government data, and IP data domains are REST-first today
with MCP tools for the gov/IP lanes (pry_procurement, pry_recalls,
pry_patents, pry_trademarks).
Provider fallback philosophy
Each domain subpackage follows Pry's resilience rules: a primary free provider first, then an automatic fallback (e.g. real-estate search uses Zillow's SRP with a Redfin GIS fallback; document parsing tries pdfplumber, then other engines). If a provider is down or rate-limited, Pry degrades gracefully instead of failing the call.
Next steps
- Crypto Market — the most-used domain
- API Overview — auth, rate limits, errors
- MCP Integration — run domains from AI agents