HasData
HasData · Coding
HasData is a managed web scraping API that converts any URL into clean JSON, CSV, or Markdown. It runs a headless browser pipeline with rotating proxies, JavaScript rendering, and automatic retries. Your team gets structured data extraction without maintaining its own scraper stack. The platform handles general web data collection plus dedicated APIs for Google, Amazon, and Maps.
About HasData
What Is HasData
HasData is a cloud web scraping service built for teams that need web data but don't want to run the infrastructure behind it. You send a URL, a search query, or a product listing, and HasData returns structured JSON, CSV, or Markdown. Proxies, browser rendering, CAPTCHA handling, and retries are all managed for you.
The service splits into two main tracks. The general Web Scraping API handles any page, while preset APIs target specific sources like Google SERP, Google Maps, Amazon, and Booking. There are also no-code scrapers for popular sites and ready-made datasets you can buy outright, which means you can start with a single query and later graduate to a fully automated, scheduled pipeline that pulls thousands of listings a day without ever touching a line of code or managing a single server of your own. Only successful requests get billed, which keeps wasted spend low when a target is flaky or a page load times out on the far end.
The main limits are scope and access. HasData only works with public web data. No logins, no paywalls, no private accounts. If your project needs data behind an authenticated wall, this isn't the tool. The free tier is small too. Just 1,000 requests a month, so real production volumes mean a paid plan. That's fine for a proof of concept and frustrating the moment a project takes off.
Getting Started
- Create an account at app.hasdata.com and claim the free plan with 1,000 monthly requests.
- Pick an endpoint from the dashboard: the general Web Scraping API or a source-specific API like Google SERP.
- Pass your target URL and an API key in the request, then choose the output format you want (JSON, CSV, or Markdown).
- For no-code scrapers, set the parameters in the dashboard and let it run on a schedule.
- Collect the response and push it into your pipeline, storage, or spreadsheet.
Product Information
A quick look at HasData's pricing, supported platforms, and performance.
Best for
The users, tasks, and scenarios where this tool fits best.
Users
- Product and data teams
- SEO and marketing analysts
- Developers
Tasks
- Market and price monitoring
- Lead enrichment
- AI data pipelines
Scenarios
- Building a rank tracker that needs fresh SERP results daily across multiple regions.
- Collecting local business listings and reviews for a lead-gen campaign.
- Backfilling a dataset of product listings without maintaining a custom parser.
Key features
One-Call Structured Output
The core Web Scraping API takes a single URL and returns structured JSON, CSV, or Markdown. You don't write selectors or handle pagination logic. So what do you actually get back? For teams that just need readable content, the Markdown mode skips the parsing work entirely and hands over clean text. Simple as that.
AI Extraction from Plain Prompts
Instead of mapping fields by hand, you describe what you want in plain text. The AI extraction layer then turns any page into structured JSON, which is the part that saves the most time on sites with messy or frequently changing layouts, because you're describing intent in a sentence or two rather than chasing down a fragile CSS selector that breaks the next time the site ships an update. Anyone who's maintained a parser for a live site knows how quickly that work piles up.
Source-Specific APIs
HasData ships dedicated endpoints for the targets teams ask for most often, and each one returns a fixed set of fields rather than raw HTML you have to sort through yourself, which saves you from writing and maintaining a parser for every site layout this year. The Google SERP API returns organic results, AI Overviews, ads, and related questions. The Google Maps API handles places, reviews, and photos. Amazon and Booking APIs cover e-commerce and travel data.
Proxy Rotation and Geo-Targeting
Requests route through a managed pool that combines 10+ proxy providers with a private residential network. IP rotation and geo-targeting are included on every call, so you can pull region-specific results, and you set up none of it yourself. That last part matters more than the feature list suggests. Huge time saver.
No-Code Scrapers
For teams without developers, HasData offers around 30 no-code scrapers that run on a schedule from the dashboard, and because the parsing logic lives on HasData's side, a page redesign on the target site gets fixed for you instead of quietly breaking your morning report and leaving you to figure out why the numbers look wrong. Popular sources like Google Maps, SERP, Amazon, and Zillow are covered, and results land in your account ready to export. Point, click, collect.
MCP Servers and CLI
The MCP servers connect HasData to Claude and other LLMs, exposing tools for Google Search, Maps, Amazon, and Zillow. A command-line tool lets you scrape right from the terminal, which is handy for quick one-off pulls or scripting, and it means an AI assistant already wired into your workflow can call a scraper on your behalf without you writing any glue code at all. No dashboard clicks needed.
Pros and cons
Pros
- Only successful requests are billed, so failed attempts don't eat into your budget.
- Automatic proxy rotation, JavaScript rendering, and CAPTCHA handling remove the biggest maintenance headaches, and you never touch a proxy pool or a browser farm yourself.
- Dedicated SERP, Maps, and Amazon APIs return clean fields without custom parsing.
- MCP servers and a CLI make it easy to plug into LLM workflows and scripts.
- Credits roll over on paid plans, so unused capacity isn't lost each month.
Cons
- The free plan caps at 1,000 requests a month, which is too small for any real project.
- It only works with public pages, so authenticated or paywalled data is out of reach.
- You can't access the underlying infrastructure to tune proxies or rendering yourself.
- Setup still requires some API literacy, so total beginners may find the dashboard harder than a pure GUI tool.
Frequently asked questions
HasData collects public web data and returns it as structured JSON, CSV, or Markdown. Teams use it for price monitoring, SERP tracking, lead enrichment, and feeding AI pipelines, without building their own scrapers.
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