Honest comparisons.

Firecrawl popularized clean markdown for LLM workflows. Ollagraph matches that quality and ships a complete intelligence layer and browser automation alongside.

ScraperAPI nailed developer ergonomics — a clean API, fast onboarding, simple pricing. Ollagraph matches that simplicity and ships structured output, an intelligence layer, and browser automation in the same API.

Octoparse pioneered no-code visual scraping for non-developers. Ollagraph is the API-first alternative for teams who'd rather call an endpoint than configure a desktop workflow.

Diffbot built automatic AI extraction and a web-scale Knowledge Graph. Ollagraph overlaps on automatic extraction and adds scraping control and agent-native tooling at a developer-friendly entry point.

Zyte (formerly Scrapinghub) is the Scrapy company — managed crawl infrastructure, a smart proxy/unblocker, and automatic extraction for large engineering teams. Ollagraph is the consolidated single-API alternative.

ScrapingBee is a clean, focused scraping API with JS rendering and proxy rotation. Ollagraph matches the scraping core and adds an intelligence layer and agent tooling in the same API.

Crawlbase (formerly ProxyCrawl) pairs a scraping API with crawling and optional result storage. Ollagraph overlaps on scraping and crawling, adds intelligence and agent tooling — and deliberately does not retain your scraped content.

Apify pioneered the actor marketplace and runs a deep catalog of community and official scrapers. Ollagraph delivers comparable coverage from one curated, in-house catalog — at a fraction of the cost, behind one predictable bill, with failed calls refunded.

Tavily is a search API tuned for AI agents and RAG — ask a question, get ranked sources and a synthesized answer. Ollagraph is the layer underneath: fetch, render, extract, and enrich the actual pages, behind one key.

Jina AI's Reader (r.jina.ai) turns a URL into clean markdown for LLMs — fast, generous, often free. Ollagraph matches the markdown and adds managed anti-bot, structured extraction, and intelligence for production workloads.

Browse AI lets non-coders build 'robots' that scrape and monitor sites with point-and-click and change alerts. Ollagraph is the API-first alternative for engineers and AI agents who'd rather call an endpoint.