Generate browser fingerprints for scraping to avoid bot detection

Live scraping ethics checker data for agents and LLMs.

Sanitize and normalize user-supplied scraping inputs like URLs, selectors, and parameters.

Rate web scraping difficulty based on anti-bot protections and dynamic content

Sc Disruption intelligence API providing comprehensive data, analytics, scoring, benchmarks, comparison tools, trend ana

Calculate total scraping cost per record from proxy, compute, CAPTCHA, storage and dev costs.

Estimate web scraping difficulty from HTML and headers. Detects Cloudflare, CAPTCHAs, login walls and JS rendering.

Classify scraping errors by type (rate limited, blocked, timeout, SSL, parse) with retry guidance.

Scholarships: eligibility matching, award amounts, deadlines, essay requirements and success rate data.

Generate database schema migrations for agents with rollback support

Analyze and process with Schema Validator API — structured JSON output.

Analyzes URLs and HTML to score scraping complexity, detect anti-bot measures, and recommend tools.

Optimize scrape frequency by page type and change history to minimize cost while maintaining freshness.

Live scholarship intel data and intelligence for agents and automated workflows

Prioritize and batch scraping jobs by urgency, frequency, and estimated duration.

Science Prizes data API with random, search, and bulk endpoints.

Validate scraped records against a schema with type, pattern, and range rules.

Identify key satisfaction drivers from feedback text

Score SDK developer ergonomics from API surface and naming

Check names and entities against OFAC, UN, EU and other global sanctions lists