Olostep

Olostep

Olostep is a web data infrastructure platform and API that enables AI teams and developers to search, crawl, scrape, structure, monitor and automate web data pipelines at scale, with built-in agentic workflows and SDK/CLI clients.

Olostep is ai tools software teams evaluate for ai agents. Use this page to review pricing, integration signals, and the best alternatives before you commit.

Freemium API Enterprise 80/100
#504 in AI Agents (503 tools)
Just launched
Data reviewed Aug 30, 2026

Profile facts come from the vendor source. AiMatch labels unknown pricing or API details instead of estimating them.

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Quick Overview

Best for: AI Agents

What it does

AI Tools software for decision-makers comparing workflow fit and alternatives.

Best fit

AI Agents

Pricing snapshot

Freemium from $0 (free)

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Olostep

Olostep is a Web Data Infrastructure platform designed to convert public web content into clean, structured outputs for AI and developer workflows. It exposes a unified API and developer SDKs/CLI to perform searches, scrapes, crawls, maps, batch processing, answers and monitors, and provides an /agents endpoint to automate multi-step web research using natural-language prompts. The product targets AI teams, developers and enterprises that need reliable, scalable, and cost-effective web data for enrichment, RAG, monitoring and automation.

Turn the Web into Clean Data for AI Discussion | Link

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Key Features

Scrapes

Turn any URL into Markdown, HTML, screenshots, PDFs or structured JSON; handle JS-rendered pages and extraction workflows without managing browsers or proxies.

Crawls

Crawl websites at scale, collect subpage content, control depth and URL patterns, and retrieve clean HTML or Markdown for indexing and AI workflows.

Maps

Discover all URLs on a site (sitemaps and on-page links), filter by path patterns and paginate large results to prepare URL lists for scraping and SEO.

Batches

Process up to 10k concurrent URLs per batch (5-8 minutes), run many batches in parallel to scale to millions of requests, and retrieve structured results.

Searches

Semantic, natural-language web search that returns ranked links and structured link metadata for downstream processing.

Answers

AI-grounded answers that synthesize web sources into JSON shapes you define; returns sources and NOT_FOUND when facts cannot be verified.

Monitors

Scheduled monitors to track page changes, deltas and events across the web with alerts by email, webhook or SMS and deterministic, repeatable rules.

Agents & Automation

An /agents endpoint to automate complex, multi-step web research and data pipelines via natural-language prompts and internal context.

SDKs and CLI

Native Python and Node.js SDKs, example curl commands and an official CLI for terminal integration and CI scripting.

Parsers and LLM Extraction

Support for deterministic parsers for high-volume extraction and LLM-powered extraction for flexible outputs; combine parsers and LLMs depending on needs.

Managed Infrastructure

Managed rendering, residential IPs, anti-bot handling (CAPTCHAs/proxies) so customers don't operate headless browsers or proxies.

Pricing

Free Tier Available

Yes — Free tier with 500 successful requests (no credit card required).

Trial

$0 (free)
  • Includes 500 successful requests
  • All requests are JS rendered and utilize residential IP addresses
  • Low rate limits

Starter

$9 / month
  • Everything in Free
  • 5,000 successful requests
  • 150 concurrent requests

Standard

$99 / month
  • Everything in Starter
  • 200K successful requests
  • 500 concurrent requests

Scale

$399 / month
  • Everything in Standard
  • 1,000,000 successful requests

Top-ups / Credit Packs

Pay-as-you-go credit packs
  • 10k credits = $20 (valid 6 months)
  • 250k credits = $200
  • 2M credits = $1000

Enterprise

Custom (Contact Sales)
  • Hundreds of millions of credits with enterprise-grade reliability and custom discounts

Use Cases

AI Platforms & RAG

Provide clean, indexed web content and grounding data for retrieval-augmented generation, fine-tuning and knowledge enrichment.

Deep Research & Competitive Intelligence

Automate large-scale web research, monitor competitor updates and extract structured insights across many sites.

Sales Lead Enrichment & Recruiting

Enrich CRM data and recruitment pipelines by extracting firmographics, contact details and job openings from the web.

SEO, GEO & Site Discovery

Map and discover site structures, find pages worth scraping, and aggregate URLs for SEO and site analytics.

E‑commerce Monitoring & Price/Stock Alerts

Monitor product pages for price and stock changes and trigger alerts or downstream automation via webhooks, email or SMS.

Large-scale Data Pipelines

Batch-process millions of URLs concurrently to build datasets, indexes or feeds for analytics and machine learning.

Integrations

LangChain

Integrate Olostep web data into LangChain-based agent and retrieval workflows.

n8n

Connect Olostep to automation workflows through n8n (official integration listed).

Apify

Integrate with Apify and other scraping or orchestration tools listed on the integrations page.

Zapier

Connect Olostep outputs to automated workflows and third-party apps via Zapier.

Cursor / Claude / Gemini / OpenAI / Qwen / Codex and others

Official integrations and connectors to multiple LLMs, agent frameworks and IDE/CLI tools (as listed on the integrations section).

VS Code / CLI / MCP

Developer tooling integrations including an Olostep CLI, MCP server support and editor/IDE integrations for agent workflows.

Benefits

Unified API that combines search, scraping, crawling, mapping, batching, monitoring and agent automation.
Scalable and cost-effective pricing designed for high-volume extraction (claims up to billions of requests/month).
Managed infrastructure removes the need to maintain headless browsers, proxies or CAPTCHAs.
Deterministic parsers for reliable structured JSON at scale and LLM extraction for flexible outputs.
Multiple output formats (JSON, HTML, Markdown, PDF, screenshots) to fit varied downstream workflows.
Scheduling and alerts for automated monitoring and change detection with webhook/email/SMS notifications.

Limitations

Authenticated, cookie-protected or logged-in sessions require contacting Olostep ([email protected]) to discuss supported options.
Underlying model costs may apply for endpoints that involve LLM processing (Answers API); Olostep only charges for successful requests but model costs can still be incurred.
Free/trial plans have low rate limits and are intended for evaluation rather than high-throughput production use.

Frequently Asked Questions

What is Olostep?
Olostep is a Web Data Infrastructure that helps AI teams search, crawl, scrape and structure web data through a single, developer-friendly platform, and includes an Agent to automate research workflows via natural language.
What is a Web Data API?
A Web Data API allows developers to extract, crawl and structure data from websites at scale, handling rendering, anti-bot protection and parsing, and returning clean outputs such as JSON or HTML.
Why should I use Olostep?
Olostep claims reliability (99.5% uptime), cost-effectiveness (up to 70% cheaper), scalability, flexibility, and the ability to create custom parsers for deterministic results at scale.
Who should use Olostep?
AI startups, developers, AI engineers, data scientists and research teams that rely on web data for products, enrichment, automation, LLM fine-tuning and grounding.
Which websites can Olostep access/interact with?
Olostep can access most publicly available websites, including JS-rendered sites; for authenticated or cookie/session-based sites, users are asked to contact [email protected] to explore options.
Can Olostep support high-volume requests?
Yes — Olostep is built to handle high-volume extraction at scale, supporting up to billions of requests per month with features like batch processing and distributed infrastructure.
Does Olostep offer a free trial?
Yes — a free plan/trial is available that includes 500 requests to test the API before upgrading.

Getting Started

  1. 1 Sign up and start for free to receive API keys (free tier includes 500 successful requests).
  2. 2 Install an SDK (pip install olostep or npm i olostep) or use the Olostep CLI and set your API key.
  3. 3 Call endpoints (examples provided for /scrapes, /crawls, /maps, /batches, /searches, /answers, /monitors) to retrieve structured outputs or build agents.

Support

Docs

Documentation and API reference available at https://docs.olostep.com/.

Email

Product and billing support via [email protected] and Contact Sales for enterprise inquiries.

Community Slack

Join the Olostep community Slack (link available from the site).

Changelog / Blog

Product updates and articles via the site changelog and blog.

API

Available: Yes
Documentation:

https://docs.olostep.com/ (API reference and endpoint documentation)

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