Olostep vs. Tavily
Olostep is a scraping and extraction pipeline built for structured data at scale. Tavily is a search-first API that returns AI-synthesised summaries — it does not scrape specific pages or extract structured schemas.
Trusted by fast-growing startups
Which one is right for you?
Choose Olostep
Choose Olostep when you need to scrape specific URLs, extract structured data with custom JSON schemas, bypass anti-bot systems, or run large batch jobs. Olostep gives you the full underlying page — raw HTML, markdown, or precise structured fields — not a summary.
Choose Tavily
Choose Tavily when your AI agent needs to answer questions by searching the web and returning AI-generated answers with cited sources. It is the official recommended search tool for LangChain and LangGraph, and ships a built-in prompt injection firewall for agent safety.
Why Olostep
Clean web data,
at any scale.
Deep Domain Crawling
Crawl entire websites to exhaustively map and extract their content — not just the top search snippets Tavily returns.
Learn moreStructured Data Extraction
Define a JSON schema and extract exact fields like pricing, reviews, or contacts from any page. Tavily has no schema-driven extraction.
Learn moreAnti-Bot Bypass
Access pages behind Cloudflare, Datadome, and advanced CAPTCHA systems with built-in residential proxies. Tavily relies on standard search indexing.
Learn moreKey differences
Olostep vs. Tavily
| Feature | Olostep | Tavily |
|---|---|---|
| Core Function | Web scraping and structured data extraction | AI web search and summarisation |
| Data Output | Raw HTML, full markdown, custom JSON schemas | AI-generated text summaries and source snippets |
| Structured Extraction | Custom JSON schema support on any URL | Not available — fixed summary formats only |
| Browser Automation | Click, scroll, fill forms, wait for selectors | Not available |
Use cases & benchmarks
Crawl and scrape thousands of pages to build proprietary datasets for model training or analytics — a use case Tavily cannot address.
Extract exact pricing, inventory levels, and reviews from specific product pages with custom schemas. Tavily returns summaries, not structured fields.
Navigate specific company domains and extract contact information, team details, and company data in structured JSON.
Pull full articles and posts from targeted sources for syndication, analysis, or fine-tuning datasets.
Full comparison
Every feature, side by side.
A complete overview of Olostep vs. Tavily.
| Feature | Olostep | Tavily | Why it matters |
|---|---|---|---|
| Primary Function | Scraping and structured extraction from specific URLs | AI search — find and summarise relevant content across the web | Olostep is for getting precise data *from* a known website. Tavily is for getting answers *about* a topic by searching broadly. They solve adjacent problems. |
| Data Output | Raw HTML, full markdown, strict JSON schemas | AI-generated answer, text snippets, source links | Olostep gives you the full underlying page content to process however you need. Tavily gives you a synthesised view curated for LLM consumption. |
| Domain Targeting | Crawl a specific domain exhaustively — every page, every field | Search across the open web by query topic | If you need to own and process all data from a target website, Olostep is the right tool. Tavily does not support targeted domain crawling. |
| Anti-Bot Handling | Residential proxies, fingerprinting, CAPTCHA bypass | Standard web search indexing — cannot access protected pages | Olostep can retrieve data from pages behind Cloudflare or Datadome. Tavily indexes only what standard web crawlers can access. |
Trusted by world-class teams
Discover why the best teams in the world choose Olostep.
Read more customer stories →
Co-founder & CEO, Aurium
Olostep is the best!!! We automated entire data pipelines with just a prompt.
Co-founder & CEO, Openmart
Olostep has become the default Web Layer infrastructure for our company.
Co-founder & CEO, Gumloop
Olostep works like a charm! And your customer service is exceptional.
Co-founder, Merchkit
Olostep lets us turn any website into an API. Great product, great people.
Co-founder & CTO, CivilGrid
I highly recommend Olostep, great product!
Co-founder & CEO, Aurium
Olostep is the best!!! We automated entire data pipelines with just a prompt.
Co-founder & CEO, Openmart
Olostep has become the default Web Layer infrastructure for our company.
Co-founder & CEO, Gumloop
Olostep works like a charm! And your customer service is exceptional.
Co-founder, Merchkit
Olostep lets us turn any website into an API. Great product, great people.
Co-founder & CTO, CivilGrid
I highly recommend Olostep, great product!
Co-founder & CEO, Aurium
Olostep is the best!!! We automated entire data pipelines with just a prompt.
Co-founder & CEO, Openmart
Olostep has become the default Web Layer infrastructure for our company.
Co-founder & CEO, Gumloop
Olostep works like a charm! And your customer service is exceptional.
Co-founder, Merchkit
Olostep lets us turn any website into an API. Great product, great people.
Co-founder & CTO, CivilGrid
I highly recommend Olostep, great product!
Co-founder & CEO, Aurium
Olostep is the best!!! We automated entire data pipelines with just a prompt.
Co-founder & CEO, Openmart
Olostep has become the default Web Layer infrastructure for our company.
Co-founder & CEO, Gumloop
Olostep works like a charm! And your customer service is exceptional.
Co-founder, Merchkit
Olostep lets us turn any website into an API. Great product, great people.
Co-founder & CTO, CivilGrid
I highly recommend Olostep, great product!
Co-founder & CEO, Gedd.it
We verify coupon codes at scale. Love Olostep. It works on any e-commerce.
Co-founder & CEO, Podqi
Olostep is the best API to search, extract, and structure data from the Web. Happy to be customers.
Co-founder, Zecento
We use /batches combined with parsers and it's magical how we can get structured data deterministically at large scale.
Growth, PlotsEvents
Olostep allowed us to search and structure events data across the Web.
Founder, Foundbase
Reliable and cost-effective API for working with data. Congrats on the cool product.
Co-founder & CEO, Gedd.it
We verify coupon codes at scale. Love Olostep. It works on any e-commerce.
Co-founder & CEO, Podqi
Olostep is the best API to search, extract, and structure data from the Web. Happy to be customers.
Co-founder, Zecento
We use /batches combined with parsers and it's magical how we can get structured data deterministically at large scale.
Growth, PlotsEvents
Olostep allowed us to search and structure events data across the Web.
Founder, Foundbase
Reliable and cost-effective API for working with data. Congrats on the cool product.
Co-founder & CEO, Gedd.it
We verify coupon codes at scale. Love Olostep. It works on any e-commerce.
Co-founder & CEO, Podqi
Olostep is the best API to search, extract, and structure data from the Web. Happy to be customers.
Co-founder, Zecento
We use /batches combined with parsers and it's magical how we can get structured data deterministically at large scale.
Growth, PlotsEvents
Olostep allowed us to search and structure events data across the Web.
Founder, Foundbase
Reliable and cost-effective API for working with data. Congrats on the cool product.
Co-founder & CEO, Gedd.it
We verify coupon codes at scale. Love Olostep. It works on any e-commerce.
Co-founder & CEO, Podqi
Olostep is the best API to search, extract, and structure data from the Web. Happy to be customers.
Co-founder, Zecento
We use /batches combined with parsers and it's magical how we can get structured data deterministically at large scale.
Growth, PlotsEvents
Olostep allowed us to search and structure events data across the Web.
Founder, Foundbase
Reliable and cost-effective API for working with data. Congrats on the cool product.
Frequently Asked Questions
Everything you need to know about Olostep. If you have any other questions, please don't hesitate to contact us.
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