URL-to-structured-output scraping
HasData accepts a URL and returns clean structured data, including JSON or Markdown, so teams can feed results directly into applications or AI workflows.
HasData
HasData is a web scraping service that turns public website URLs into structured data for pipelines, apps, and AI workflows. API and no-code scrapers, plus JSON and Markdown output.
Web scraping service for structured data
HasData is a web scraping service for collecting public data from websites and turning it into structured output for data pipelines and AI workflows. Its main API accepts a URL and can return JSON, Markdown, HTML, or plain text, while specialized scraper APIs target common sources such as search, maps, products, travel, and marketplaces.
The platform is designed to remove much of the infrastructure normally involved in scraping. The site says it handles browser rendering, proxy rotation, retries, CAPTCHA handling, and output formatting, so teams can focus on using the data rather than maintaining scrapers.
Core capabilities
Browser rendering for dynamic pages
The service handles headless browser rendering for JavaScript-heavy sites, including modern front-end frameworks such as React, Angular, and Vue.
Proxy handling and IP rotation
Requests use a managed proxy system with rotation, geo-targeting, and IP management, reducing the need to configure infrastructure manually.
AI-driven extraction
The API includes AI-based parsing and structured extraction rules to adapt to sites with different layouts without custom CSS or XPath selectors.
Retries and bot-handling
The platform supports automatic retries and CAPTCHA handling so failed requests and common anti-bot barriers are handled in the service rather than in the client code.
API and no-code options
Alongside APIs, HasData offers no-code scrapers for popular sources with scheduling and exports to CSV, XLSX, or JSON.
Practical use cases
Automated data ingestion
Build pipelines that pull public website data into applications or analytics systems without maintaining your own scraper infrastructure.
Scraping dynamic websites
Use the web scraping API to extract content from pages that rely on client-side JavaScript or modern front-end frameworks.
Targeted source extraction
Run specialized endpoints for search, maps, products, travel, or marketplace data when you need a structured source instead of a custom crawler.
Scheduled no-code collection
Use no-code scrapers to configure recurring collection jobs for common websites and export the results as CSV, XLSX, or JSON.
AI and LLM data preparation
Feed structured JSON or Markdown from public web pages into AI and LLM workflows where clean, model-ready input is important.
Pros and Cons
Pros
- Returns structured output that can be used in applications, pipelines, or LLM workflows.
- Covers both general web scraping and specialized data sources through a mix of API endpoints and no-code scrapers.
- Includes browser rendering, proxy rotation, retries, and CAPTCHA handling in the service.
- Offers a free tier and a 30-day free trial for paid plans.
- Provides Python and Node.js SDKs plus webhook support for workflow integration.
Cons
- The pricing page shows usage-based pricing by endpoint and plan, so costs can vary depending on the tool and request type.
- The site gives strong detail on APIs and no-code scrapers, but less explicit documentation in the public pages about destination-specific integrations beyond general outputs and webhooks.
FAQ
What does HasData return from a scraping request?
HasData turns a URL into structured JSON or Markdown through a single API call. The API can also return raw HTML or plain text, depending on the workflow you choose.
Can I use APIs and no-code scrapers in one subscription?
Yes. The pricing page lists both Scraper APIs and No-Code Scrapers under the same subscription model, and the FAQ snippet states that one subscription can be used across both.
Does HasData support integration into existing pipelines?
The source pages say HasData provides Python and Node.js SDKs and supports webhooks, which makes it suitable for data pipelines and automated workflows.
Is there a free tier or trial?
The source pages show a free plan and a 30-day free trial for paid plans, with no credit card required for the trial. The site also offers 1,000 free API calls to start.
What is the difference between the API and no-code scrapers?
The pages describe both managed scraping via API and 30 no-code scrapers for popular websites. The no-code option is presented as a visual interface with scheduling and export options.
Quick Facts
- Category
- Web scraping service
- Primary users
- Product teams, developers, and data workflows
- Product model
- Managed scraping APIs plus no-code scrapers
- Output formats
- JSON, Markdown, HTML, plain text
- Pricing model
- Free tier and paid plans with usage-based pricing
- Website
- hasdata.com
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