Measure and report scope 3 emissions with actionable recommendations

Estimate Scope 3 supply chain emissions from spend categories, logistics and business travel.

Calculate Scope 1 2 and 3 emissions from business activity

Live score tracker live data and intelligence for agents and automated workflows

Convert between Scoville heat units and relative spice scales

Calculate request delays to hit a target MB/hour bandwidth cap with concurrency-aware throttling.

Analyze and process with Scrape Budget Calculator API — structured JSON output.

Plan scrape checkpointing and resume strategy with progress tracking and failed URL management.

Analyze and process with Scrape Compressor API — structured JSON output.

Calculate optimal concurrent worker count for target RPM within memory and CPU limits.

Generate content fingerprints for deduplication and change detection across scrape runs.

Analyze and process with Scrape Cost Calculator API — structured JSON output.

Estimate total web scraping cost from URL count, proxy type, JS rendering needs and storage requirements.

Estimate total scraping project cost including proxies, CAPTCHA, compute, and dev time.

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

Analyze and process with Scrape Data Enricher API — structured JSON output.

Enrich scraped records with deterministic local rules.

Merge scraped record sets by key with explicit conflict strategy.

Merge scraped data from multiple sources with configurable deduplication strategies.

Validate a scraping pipeline stage list for fetch, clean, validate, deduplicate and store completeness.

Validate scrape output against expected schema and selector coverage.

Score scraped datasets for completeness, uniqueness, and required field coverage.

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

Live scrape difficulty rater data for agents and LLMs.

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

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

Diagnose scraping errors and provide categorized recovery strategies with wait times.

Audit request headers for bot-like signals and return a complete set of browser-realistic headers.

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

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

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

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

Estimate scraping job duration from URL count, concurrency, response time and JS rendering overhead.

Estimate scraper memory usage and recommend optimizations for large-scale jobs.

Aggregate scraping job metrics and surface critical failures and overdue jobs.

Deduplicate scraped records by exact match or URL normalization. Returns unique records and dupe stats.

Deduplicate scraped records by key fields with exact or URL-normalized matching.

Diff scraped data against baseline to detect price changes, availability changes and field updates.

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

Live scrape planner data for agents and LLMs.

Assess proxy pool health from success rates, response times and ban detection. Returns recommended proxies.

Recommend proxy type and rotation strategy based on target site protection level.

Analyze and process with Scrape Rate Optimizer API — structured JSON output.

Build exponential, linear or Fibonacci retry schedules with jitter and per-attempt delay calculation.

Live scrape scheduler advisor data for agents and LLMs.

Enforce a field schema on scraped records with type coercion, required field checking and validity scoring.

Recommend optimal storage solution for scraped data based on volume and query needs.

Predict server throttling risk from response time trends and block rate patterns.

Score the quality of scraped and extracted datasets.

Validates scraped records against a schema and scores data quality with field-level coverage metrics.