Best web-data tools by use case
Cost-focused shortlists for common jobs, generated from published prices (checked 2026-10-16) with the volume maths shown. Prices only, not quality.
RAG and LLM ingestion
Compares URL-to-markdown APIs and AI search APIs on published price at 10k to 1M requests a month.
Ecommerce price monitoring
Cost of tracking product pages daily at 30k, 300k and 3M requests a month across scraping APIs.
SERP data
Cost per 1,000 Google-style searches at 10k to 1M queries a month, from SERP APIs and proxy platforms.
JavaScript-heavy sites
Price of rendering JavaScript pages at 10k, 100k and 1M requests a month, plus browser-hour rates.
Anti-bot protected sites
Published prices for the hardest-site tier at 10k to 1M requests a month, plus residential proxy GB rates.
AI agent web search
Cost of agent search queries at 10k to 1M searches a month across Tavily, Exa, Brave and others.
Browser automation for agents
Compares published price per browser hour and monthly plans for Browserbase, Hyperbrowser, Steel and others.
Want your own numbers? Use the cost calculator. Looking at a specific vendor? See alternatives to each vendor or the general guide.