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HasData

Web Scraping Service for Data Pipelines and AI

Visit HasData
data/enrichment

Core capabilities

Vendor's own claim
  • Source-specific Scraper APIs: Google SERP, Google AI Mode, Google Maps, Google News, Google Trends, Bing, Amazon, Shopify, Zillow, Redfin, Indeed, Glassdoor, Instagram, Google Flights, Airbnb, and more
  • No-code scrapers with per-row pricing (e.g. Google Maps Scraper, Amazon Scraper, Zillow Scraper)
  • Pre-built and custom datasets for sale (e.g. real-estate agent email lists, attorney email lists)
  • Asynchronous Scraper Jobs lifecycle (submit, poll, paginate, stop) for larger jobs, distinct from synchronous API calls
  • A command-line interface (HasData CLI) for terminal-based scraping
  • An MCP server described as connecting HasData to Claude and other LLMs

API & agent surface

From official docs
Authentication
API key, referenced in the agent-skills quickstart as the HASDATA_API_KEY environment variable
Notable endpoints
  • Web Scraping API (general-purpose page scraping)
  • Google SERP API, Google AI Mode API, Google Maps API (named as core products alongside the general Web Scraping API)
  • Scraper Jobs (asynchronous submit/poll/paginate/stop lifecycle, distinct from synchronous API calls)
Machine-readable spec
No OpenAPI link

What is HasData

Vendor's own claim

HasData is a scraping infrastructure vendor: customers call an API (or use no-code scrapers) to pull structured data from search engines, maps, e-commerce sites, real estate listings, job boards, and social profiles, with HasData handling proxies, headless browsers, and anti-bot bypass (named targets include Cloudflare, DataDome, and Akamai) behind the scenes. Its own site claims 99.9% uptime, median API latency under 2 seconds, and 1.3k+ customers.

Ideal customer profile

Vendor's own claim

Developers, data teams, SEO/growth teams, and AI/RAG teams that need structured public web data (search results, maps/local listings, e-commerce, real estate, jobs) without building and maintaining their own scraping/proxy infrastructure.

Who should look elsewhere

Our read

HasData explicitly scopes itself to public web data only ("We only scrape public data, ensuring full compliance with GDPR, CCPA"), so it is not a fit for teams needing authenticated or gated-content extraction.

Tools in the same layer

Our read

No curated rival set covers this tool yet, so these are simply other tools in the same architectural layer and product form. Treat it as a starting point, not a shortlist.

HasData FAQ

Is there an MCP server for connecting HasData to Claude?

HasData's own site navigation advertises an "MCP Server - Connect HasData to Claude and LLMs," but we could not retrieve a dedicated MCP documentation page with tool names, auth details, or setup steps to confirm its current shape.

Vendor's own claim
How is HasData priced?

The vendor's own llms.txt separately claims a free tier with 1,000 trial credits, and per-row prices are listed for individual no-code scrapers (e.g. Google Maps Scraper at $0.22/1k rows) and datasets, but a full plan pricing table was not confirmed.

Vendor's own claim
What output formats does the API return?

JSON, Markdown, text, CSV, and XLSX depending on the product, per HasData's own llms.txt, with Markdown output specifically positioned for LLM/RAG pipelines.

Vendor's own claim
Does HasData only scrape public data?

Yes - its docs state it scrapes only public data for GDPR/CCPA compliance reasons, which rules out use cases requiring extraction from authenticated or access-controlled pages.

From official docs

Verify before you buy

  • Independent confirmation of the MCP server's tool names, auth, or setup
  • A machine-readable OpenAPI specification was not included in the reviewed source set.

Need help setting it up?

This page tells you whether HasData fits. Cheetah builds and runs the system it goes into — enrichment, sequencing, CRM and the joins between them.

Book a call →

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