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March 15, 2026

Which Web Scraper Do I Need?

55+ web scrapers and crawlers across legal, healthcare, government, business directories, jobs, e-commerce, and tech verticals. This guide matches your use case to the right tool in under two minutes.

Start Here: What Data Are You Looking For?

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What You Need Category Recommended Scraper
Attorney or law firm contact data Legal FindLaw Scraper or Avvo Scraper
Bar status verification and disciplinary records Legal / Compliance Multi-State Bar Scraper
Expert witness profiles for litigation Legal SEAK Expert Witness Scraper
Ranked lawyer data across global jurisdictions Legal Chambers and Partners Scraper
Shopify app and theme store data E-Commerce Shopify App Store Scraper or Shopify Theme Store Scraper
Atlassian or Salesforce marketplace listings Tech Marketplaces Atlassian Marketplace Scraper or Salesforce AppExchange Scraper
FMCSA carrier and safety records Government FMCSA DOT Crawler
SEC company filings and disclosures Government SEC Edgar Crawler
SBA small business resources Government SBA Crawler
Healthcare provider or hospital data Healthcare Healthgrades Scraper or CMS Hospital Crawler
Federal contracts and grants Government SAM.gov Scraper or USAspending Crawler
Product recall or safety data Government CPSC Recall Crawler or OSHA Inspection Crawler
Sanctions or compliance screening Government OFAC Sanctions Crawler
Clinical trial data Healthcare ClinicalTrials.gov Crawler
Small business leads Business Manta Scraper or SBA Crawler
Tech jobs in Japan Jobs Japan Dev Scraper or TokyoDev Scraper
Business reviews and trust scores Business Trustpilot Scraper
AI agent marketplace data Tech Marketplaces ClawHub Skill Scraper

Don't see your use case? Browse all scrapers.

Scrape Attorney and Lawyer Data

Thirteen scrapers cover the legal vertical — attorney directories, bar associations, expert witness databases, and global law firm rankings.

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Extract attorney contact information at scale — aggregator directories have the broadest coverage:

  • FindLaw Lawyer Directory Scraper — Extract attorney names, phone numbers, websites, practice areas, and client ratings from FindLaw. Filter by state and specialty. Covers all 50 U.S. states.
  • Avvo Attorney Scraper — Scrape 30+ data fields per profile from the largest U.S. lawyer directory. Includes the proprietary Avvo rating, peer endorsements, fee transparency data, and disciplinary flags.
  • Justia Lawyer Directory Scraper — Extract 20+ fields including LinkedIn URLs, professional association memberships, full biography text, and peer ratings from the largest free U.S. legal directory.
  • Martindale Attorney Scraper — Scrape attorney profiles with firm data, premium listing indicators, and bio snippets. Identifies firms with active marketing budgets.
  • LawyerLegion Attorney Directory Scraper — Extract attorney profiles with bar admissions, board certifications, and education across all 50 U.S. states.

Scrape curated and ranked lawyer directories — pre-filtered for quality:

  • Super Lawyers Directory Scraper — Extract data from a peer-reviewed directory that selects the top 5% of attorneys per state. Includes selection year history, focus area percentages, and Rising Stars designation.
  • Chambers and Partners Scraper — Scrape ranked lawyer profiles across 185 jurisdictions and 18 publication guides. Band rankings (Star Individual through Band 6), editorial reviews, and career history.
  • Best Lawyers Scraper — Scrape peer-reviewed attorney profiles from the oldest peer-reviewed legal ranking. 150+ practice areas across 75+ countries.
  • Legal 500 Scraper — Scrape ranked law firm data with tier rankings, editorial commentary, and key clients across 196 jurisdictions worldwide.

Scrape official bar association records — authoritative compliance data:

  • Multi-State Bar Association Scraper — Extract bar status, admission dates, and disciplinary records directly from official state bar websites. 10 major states including California, Texas, New York, and Florida.

International bar records — regulatory data beyond the U.S.:

  • SRA Solicitors Register Scraper — Extract solicitor records from the official SRA Register for England and Wales. SRA ID, registration status, and current employer.

Extract expert witness data for litigation support:

Read the full breakdown: How to Find Attorney Contact Data Without Paying ZoomInfo Prices.

Scrape App Store and Marketplace Data

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Monitor competitors, research integrations, and build market intelligence across SaaS app stores:

Scrape Government and Regulatory Data

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Extract structured data from official U.S. government sources for regulatory research, compliance, and due diligence:

  • FMCSA DOT Crawler — Scrape carrier safety data, inspection records, and compliance information from the FMCSA SAFER database at the U.S. Department of Transportation.
  • SEC Edgar Crawler — Extract SEC filing data including company filings, financial disclosures, and regulatory submissions from the EDGAR database.
  • SBA Crawler — Scrape Small Business Administration resource data including lending programs, local office details, and business development resources.
  • CPSC Product Recall Crawler — Extract 6,000+ consumer product recall records — hazards, remedies, injuries, UPC codes, and images.
  • Data.gov Dataset Catalog Crawler — Extract metadata from 400K+ federal open datasets — titles, organizations, formats, download URLs, and API endpoints.
  • EPA Toxic Release Inventory Crawler — Crawl toxic chemical release data — facility details, chemical names, release quantities by medium, and carcinogen flags.
  • Federal Register Crawler — Crawl 800K+ regulatory documents — rules, proposed rules, executive orders, and notices with comment deadlines.
  • NVD CVE Vulnerability Crawler — Extract CVE records with CVSS scores, severity ratings, attack vectors, and patch availability flags.
  • OFAC Sanctions List Crawler — Extract sanctioned entities from U.S. Treasury SDN and Consolidated Sanctions lists — names, aliases, ID documents.
  • OSHA Inspection Crawler — Scrape 4M+ workplace safety inspection records — violation classifications, penalty amounts, and cited standards.
  • SAM.gov Scraper — Extract 5.5M+ federal procurement records — contract solicitations, award notices, and sources sought.
  • USAspending Crawler — Extract federal spending data — contracts, grants, loans across $6T+ in federal awards.

Scrape Healthcare and Medical Provider Data

Extract provider profiles, facility records, and clinical data from authoritative healthcare sources:

  • Healthgrades Doctor Scraper — Extract doctor profiles with specialties, patient ratings, board certifications, and hospital affiliations across 40 medical specialties.
  • CMS Hospital Crawler — Extract data on 46,000+ Medicare-certified facilities — hospitals, nursing homes, hospice providers with quality ratings and staffing scores.
  • CMS Provider Utilization Crawler — Extract Medicare provider records — 2.8M clinician records, procedure utilization, MIPS quality scores, and office visit costs.
  • NPPES NPI Healthcare Provider Crawler — Extract 2.5M+ provider records from the federal NPI database — NPI numbers, specialties, taxonomy codes, and practice addresses.
  • ClinicalTrials.gov Crawler — Extract 500K+ clinical trial records — conditions, interventions, sponsors, phases, enrollment, eligibility, and study locations.
  • CMS Open Payments Crawler — Extract physician payment records from the Sunshine Act database — payments from pharma/device companies to physicians.
  • openFDA Drug & Device Crawler — Query FDA data for drug adverse events, recalls, labels, NDC codes, device events, and 510(k) clearances.

Scrape Business and Professional Directories

Build lead lists and competitive intelligence from business review sites and professional directories:

Scrape Job Listings

Find open positions and salary data from specialized job boards:

  • Japan Dev Job Scraper — Extract tech job listings from a curated English-language board for developers in Japan. 18 fields per listing.
  • TokyoDev Job & Company Scraper — Scrape jobs and company profiles with salaries, remote policies, Japanese language requirements, and visa sponsorship signals.
  • Career Cross Scraper — Extract job listings from CareerCross.jp for bilingual professionals.

Scrape E-Commerce and Real Estate Data

Extract product listings and property data for market research and lead generation:

Scrape Research and Community Data

  • Datarade Marketplace Scraper — Extract data product listings, provider details, pricing tiers, and coverage information from the Datarade.ai data marketplace. Over 4,400 products from 2,600+ providers.
  • Behind the Name Scraper — Scrape name meanings, cultural origins, and gender classifications from behindthename.com for linguistic and demographic research.
  • Discord Message Scraper — Extract messages, threads, and metadata from Discord channels for community analysis and research.
  • Domain Name Finder — Find short, available .com domain names from a pre-checked database of sub-8-character names.
  • Moltbook AI Agent Network Scraper — Scrape data from the AI agent social network with 2.85M agents — posts, profiles, comments, and community data.

How to Get Started

  1. Pick a scraper from the table above or browse the full catalog.
  2. Open it on Apify — click "Try it on Apify" on any scraper page.
  3. Configure your run — set filters (state, practice area, category) and choose your output format (JSON, CSV, or API).
  4. Start small — run a test with 50–100 records to verify the data fields match your needs.
  5. Scale up — increase limits and schedule recurring scraping runs.

Every scraper runs on Apify's pay-per-event model — no subscriptions, no annual contracts.

Need a scraper for a site we don't cover yet? Reach out — we build custom web scrapers for specific data sources.