HasData Review (2026): Pricing, Features & Honest Verdict

TLDR

HasData is a web scraping API that turns any URL into JSON or Markdown via 40 endpoints and 30 pre-built scrapers, with proxies, rendering, and retries handled for you. Best for: developers and AI teams building data pipelines at scale. Price: Free tier, paid from $49/mo. Rating: 7.4/10

What is HasData?

HasData is a web scraping infrastructure service that converts URLs into structured data via a single API call. The pitch is straightforward: send a URL, get back clean JSON or Markdown, and stop maintaining your own headless browsers, proxy rotation, and CAPTCHA-solving stacks. The platform bundles 40 API endpoints and 30 pre-built scrapers for sites like Google, Amazon, LinkedIn, and Yelp, so common targets work out of the box. For any team that has tried to keep a scraping stack running for more than six months, the appeal is obvious.

The company sits in a busy category alongside Bright Data, Apify, ScrapingBee, and Oxylabs. HasData differentiates by focusing on developer ergonomics and a “pay only for successful requests” billing model, which is rare in this space. Most competitors charge per attempt, which means failed requests still eat your budget when a target site changes its anti-bot setup. We found HasData while comparing scraping providers for an AI agent project, and it consistently came up as the price-performance pick for small to mid-size teams.

The broader context is that the AI agent and RAG pipeline boom has dramatically increased the demand for clean, structured web data. Every AI startup building a research agent, a competitive intelligence tool, or a vertical RAG product needs reliable web data extraction, and most cannot justify hiring a team to maintain scraping infrastructure. HasData sells the picks and shovels for that gold rush, and its 1,300+ customer base reflects how much demand has shifted from in-house scraping to managed APIs over the past two years.

What Are HasData’s Key Features?

40 API Endpoints And 30 Pre-Built Scrapers

The platform exposes 40 endpoints and 30 pre-built scrapers for popular targets, including Google SERPs, Amazon product pages, LinkedIn profiles, Yelp listings, and more. Pre-built scrapers return structured data instead of raw HTML, which saves hours of parsing logic per target. The headless browser endpoint covers anything not in the pre-built list, with a 2.3-second median response time. For developers used to maintaining their own Puppeteer or Playwright cluster, that response time means HasData is fast enough to power user-facing features, not just batch jobs.

Proxy Rotation Across 10+ Providers

HasData automatically rotates proxies through 10+ providers plus a private residential network. The user does not select or manage proxy pools, which is the biggest operational headache in self-hosted scraping. CAPTCHA bypass and bot detection evasion are bundled in, and you only pay for successful requests, so failed retries cost nothing. That billing model is rare in this category and effectively shifts the reliability risk from you to HasData, which is the right incentive structure for a paid scraping service.

AI-Powered Data Extraction

You can extract structured fields from any page using plain-text prompts, similar to Browse AI or Firecrawl. Instead of writing CSS selectors, you describe what you want (“get the product title, price, and three top reviews”) and HasData returns clean JSON. This is the feature that gets it adopted by AI teams building RAG pipelines. The AI extraction also handles schema changes on the target site reasonably well, so your scraper does not break the moment a vendor tweaks their HTML.

Zapier, LangChain, And n8n Integrations

HasData integrates with Zapier, LangChain, and n8n out of the box, plus Python and Node.js SDKs. For LangChain users, the document loader pattern means scraped pages flow directly into vector stores. For n8n users, the no-code workflow integration covers most automation cases without touching code. The Zapier integration unlocks non-technical use cases like “scrape competitor prices weekly and post to Slack” without writing a single line of code.

How Much Does HasData Cost?

HasData starts with a Free tier of 1,000 requests per month, then moves to Startup at $49 per month for 200,000 requests, Business at $99 for 1,000,000 requests, and Enterprise at $249 for 3,000,000 requests. Individual API rates range from $0.08 to $1.25 per 1,000 requests depending on scraper type. Compared to competitors, Bright Data starts around $500 per month for serious volume, Apify lists at $49 per month for 100 compute units, and ScrapingBee runs $49 for 150,000 credits. HasData is among the most competitive on cost-per-request, especially at the Business tier where 1M requests for $99 is hard to beat.

The “pay only for successful requests” model is the unlock here. On a typical scraping job, anywhere from 5% to 20% of requests fail because of CAPTCHA, geo-blocks, or DOM changes. With most competitors, those failed requests still cost money. With HasData, they do not. Over a year of running 200K requests per month, that difference can easily save 10% to 15% on total spend versus a similarly priced competitor charging per attempt.

Who Is HasData Best For?

Use HasData if you are a developer or AI engineer building data pipelines that need fresh web data at scale, and you want to stop maintaining proxy infrastructure. The platform is strong for SEO SaaS companies, lead generation tools, and RAG-based AI apps that need clean structured data from the open web.

Skip HasData if your scraping needs are below 1,000 requests per month, in which case free tools or custom Playwright scripts are cheaper. Skip it too if you need enterprise-grade compliance and audit features that platforms like Bright Data provide for regulated industries.

Best HasData Alternatives

Bright Data

Bright Data is the enterprise-grade scraping platform with the largest proxy network and most extensive compliance certifications. It is significantly more expensive, with serious plans starting around $500 per month, but it is the safer pick for regulated industries or massive volume. HasData is the price-performance alternative for everyone else. If your company has a procurement team that requires SOC 2 Type II and a signed DPA before any data vendor goes live, Bright Data is the path of least resistance.

Apify

Apify is the closest direct competitor, with a marketplace of pre-built scrapers and a flexible compute model. Apify is stronger if you need to deploy custom actor code, while HasData is simpler if you just want JSON back from a URL. Apify’s pricing is competitive but less predictable due to the compute-unit model, which makes monthly budgeting harder for teams scaling up. HasData’s flat tier pricing is more predictable for finance teams.

Firecrawl

Firecrawl is the AI-focused alternative built specifically for LLM context retrieval. It returns clean Markdown ready for vector stores and has tighter LangChain integration. HasData covers more of the general scraping use case, while Firecrawl is purpose-built for the AI pipeline crowd. If your only use case is feeding documents to an LLM, Firecrawl is the cleaner choice. If you also need product page scraping, SERP data, and structured extraction beyond Markdown, HasData covers more ground.

Final Verdict: Is HasData Worth It?

HasData is a strong web scraping API for developers who want clean structured data without operating their own infrastructure. The combination of 30 pre-built scrapers, AI extraction, pay-for-success billing, and competitive pricing makes it one of the easier picks in this category. Customer reviews consistently land at 4.5 to 5 stars across Trustpilot, Clutch, and Capterra, which is a useful signal that the product actually works in production.

We rate HasData 7.4/10. Solid product, fair pricing across all tiers, and good developer experience. The main reason it does not score higher is the crowded category: Bright Data wins for enterprise compliance, Apify wins for custom actor flexibility, and Firecrawl wins for pure AI pipeline use cases. HasData is the sensible middle pick for most teams.

FAQ

What is HasData?

HasData is a web scraping API that converts any URL into structured JSON or Markdown via 40 endpoints and 30 pre-built scrapers for popular sites. It handles proxies, headless browser rendering, CAPTCHA bypass, and retries automatically.

How much does HasData cost?

HasData starts free with 1,000 requests per month. Paid plans are Startup at $49/mo for 200K requests, Business at $99/mo for 1M requests, and Enterprise at $249/mo for 3M requests. Individual API rates run $0.08 to $1.25 per 1,000 requests.

Is HasData worth it?

HasData is worth it for developers and AI teams building data pipelines who need reliable web data at scale without managing proxy infrastructure. It is not worth it for users with less than 1,000 requests per month or enterprises needing strict compliance certifications.

What are the best HasData alternatives?

The best HasData alternatives are Bright Data for enterprise-grade compliance and scale, Apify for custom actor flexibility, and Firecrawl for AI-focused Markdown output. Each fits a different use case in the same category.

Does HasData offer a free plan?

Yes, HasData offers a free plan with 1,000 requests per month, which is generous enough for prototyping or low-volume side projects. The free tier includes access to all 40 API endpoints and 30 pre-built scrapers.

Who is HasData best for?

HasData is best for developers, AI engineers, SEO SaaS companies, and lead generation platforms that need clean structured web data at scale. It fits teams of 1 to 50 who want infrastructure handled but do not need enterprise-grade compliance.