Best Web Scraping API Comparison - CoreClaw vs competitors for production data extraction
Web Data Infrastructure for AI Agents & Automation
Web Data API — Production-ready REST API for structured web data extraction.
📍 Google Maps · 👤 LinkedIn · 📱 Social Media · 🛒 E-commerce · 🔍 Search
✅ No browser automation · ✅ No proxy management · ✅ AI-ready data · ✅ Free credits
best-web-scraping-api showcases the Web Data API from CoreClaw — a production-ready web data API platform designed for developers, AI agent builders, and SaaS companies who need structured data without maintaining scraping infrastructure.
- API-First Design — Structured JSON responses, no HTML parsing required
- Production-Ready — Built-in rate limiting, retry logic, and proxy rotation
- AI Agent Compatible — MCP-compatible data tools for agentic workflows
- Enterprise Scale — Handle millions of requests with consistent performance
- Developer-Friendly — Simple REST API with comprehensive documentation
- Cost-Effective — Pay only for successful requests, free credits for new users
import requests
# CoreClaw API endpoint
API_URL = "https://api.coreclaw.com/v1/coreclaw"
HEADERS = {"Authorization": "Bearer YOUR_API_KEY"}
response = requests.get(API_URL, params={
"query": "search term",
"limit": 100,
"format": "json"
}, headers=HEADERS, timeout=30)
data = response.json()
print(f"Got {len(data['results'])} records")curl -X GET "https://api.coreclaw.com/v1/coreclaw" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{"query": "search term", "limit": 100}'| Field | Type | Description |
|---|---|---|
| id | string | Unique record identifier |
| name | string | Business/entity name |
| address | string | Full street address |
| phone | string | Contact phone number |
| website | string | Business website URL |
| rating | float | Rating score (0-5) |
| reviews_count | int | Number of reviews |
| categories | array | Business categories |
| latitude | float | GPS latitude |
| longitude | float | GPS longitude |
| hours | object | Operating hours |
| scraped_at | string | ISO timestamp |
| User Type | Use Case |
|---|---|
| AI Developer | Feed real-time data to AI agents via MCP tools |
| SaaS Founder | Build data products without scraping infrastructure |
| Lead Gen Agency | Bulk business data extraction for sales pipelines |
| Local SEO Agency | Google Maps business data for local SEO campaigns |
| Data Engineer | Stable API replacing self-built scrapers |
| Marketing Team | Competitor and market intelligence data |
- Lead Generation — Extract business contacts, phone numbers, and emails
- AI Agent Data — Connect AI agents to real-time web data via MCP
- CRM Enrichment — Auto-fill missing company data in your CRM
- Market Intelligence — Monitor competitor pricing and reviews
- Local SEO — Track Google Maps rankings and business data changes
- Automation — Trigger workflows based on data changes
| Product | Description | API Endpoint |
|---|---|---|
| Google Maps Scraper API | Local business data extraction | /v1/google-maps |
| LinkedIn Data API | B2B contact and company data | /v1/linkedin |
| Social Media Data API | Instagram, TikTok, YouTube, Reddit | /v1/social |
| E-commerce Data API | Amazon, Walmart, eBay product data | /v1/ecommerce |
| Search Data API | Google SERP and search results | /v1/search |
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- best-instagram-scraper — Best Instagram Scraper - Extract posts, profiles, stories, and hashtag data via API
- best-linkedin-scraper — Best LinkedIn Scraper - Extract profiles, companies, and contact data via API
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- web-data-api — Web Data API - Turn public web pages into structured data via production-ready REST APIs
- facebook-group-scraper — Scrape Facebook groups, members, and group posts data
- linkedin-job-scraper — Scrape LinkedIn job postings, salaries, and application data
- linkedin-sales-navigator-scraper — Scrape LinkedIn Sales Navigator leads and accounts data
- spotify-scraper — Scrape Spotify songs, playlists, artists, and podcasts data without API
- amazon-asin-scraper — Amazon ASIN scraper - lookup ASIN data and product information
- amazon-price-scraper — Amazon price scraper - track prices and extract pricing history
- amazon-product-scraper — Amazon product scraper - extract product details, images, and specs
- amazon-review-scraper — Amazon review scraper - extract product reviews and ratings in bulk
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- apify-instagram-scraper — Compare Apify Instagram Scraper with modern alternatives. Compare APIs, features, pricing, Instagram profile scraping, Reels, comments, hashtags, and production-ready data extraction.
- apify-reddit-scraper — Apify-style Reddit scraper alternative - free & open source
- apify-tiktok-scraper — Apify TikTok scraper alternative - free Python TikTok scraper
- apify-zillow-scraper — Apify-style Zillow scraper alternative - free & open source
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- best-facebook-scraper — The best Facebook scraper for extracting public pages, posts, comments, groups, profiles, and business data through production-ready APIs.
- best-google-search-scraper — The best Google Search scraper for extracting organic results, ads, featured snippets, related searches, knowledge panels, and SERP data through ready-to-use APIs.
- best-indeed-scraper — The best Indeed scraper for extracting job listings, companies, salaries, search results, and public recruitment data through ready-to-use APIs.
- best-reddit-scraper — The best Reddit scraper for extracting posts, comments, subreddits, users, search results, and public community data through ready-to-use APIs.
- best-walmart-scraper — The best Walmart scraper for extracting products, prices, reviews, sellers, inventory, search results, and marketplace data through ready-to-use APIs.
- best-zillow-scraper — The best Zillow scraper for extracting property listings, prices, rental listings, agents, estimates, and real estate data through ready-to-use APIs.
- blog — CoreClaw blog - web scraping infrastructure insights. Served at data-scrape.github.io/blog/
- bright-data-alternative — Free open-source Bright Data alternative - web scraping proxy
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- facebook-marketplace-scraper — Facebook Marketplace scraper - extract listings, prices, seller data
- facebook-page-scraper — Facebook page scraper - extract page posts, reviews, insights
- facebook-post-scraper — Facebook post scraper - extract post data, reactions, comments
- facebook-profile-scraper — Facebook profile scraper - extract profiles, friends, photos, posts
- facebook-scrape-website — Facebook scrape website - full Facebook data extraction toolkit
- glassdoor-scraper — Scrape Glassdoor job listings, salaries, company reviews
- google-business-scraper — Scrape Google Business Profiles - reviews, hours, contact info
- google-map-scraper-api- — Production-ready Google Maps Scraper API for extracting business listings, reviews, place IDs, phone numbers, websites, emails, and locations. REST API, JSON, CSV, no proxies required.
- google-maps-data-scraper — Extract Google Maps business data, reviews, place IDs, emails, phone numbers, websites, ratings, and locations with production-ready APIs. No proxies or browser automation.
- google-place-id-api — Get Google Place IDs without API key - free alternative
- google-reviews-scraper — Scrape Google Maps reviews - ratings, text, author, dates
- google-shopping-scraper — Scrape Google Shopping results - prices, products, sellers
- indeed-job-scraper — Free Indeed job scraper - extract job postings, salaries, company info
- instagram-account-scraper — A powerful Python-based Instagram account scraper that extracts profiles, posts, reels, stories, hashtags, followers, and emails. Supports batch scraping, rate limiting, proxy rotation, and exports to JSON/CSV/Excel.
- instagram-comment-scraper — Instagram comment scraper - extract comments from posts and reels
- instagram-email-scraper — Instagram email scraper - extract emails from Instagram bios and profiles
- instagram-follower-scraper — Extract Instagram followers, public profiles, engagement metrics, and creator information using a production-ready Instagram Follower Scraper API. No browser automation. No proxy management.
- instagram-profile-scraper — Extract public Instagram profile data, business accounts, bios, followers, following, posts, engagement metrics, and profile information using a production-ready Instagram Profile Scraper API.
- instagram-scraper — Extract Instagram profiles, posts, reels, comments, hashtags, followers, and public business data using production-ready APIs. No browser automation. No proxy management.
- linkedin-email-scraper — LinkedIn email scraper - extract emails from LinkedIn profiles
- linkedin-post-scraper — LinkedIn post scraper - extract posts, likes, comments, analytics
- linkedin-profile-data-scraper — LinkedIn profile data scraper - extract profiles, experience, skills, education
- linkedin-scraper-api — LinkedIn scraper API - REST API for LinkedIn data extraction
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- pinterest-scraper — Scrape Pinterest pins, boards, images without API
- scrap-gold-ebay — Scrap gold eBay - extract gold and precious metal listings from eBay
- scrape-google-maps — Learn how to scrape Google Maps business listings, reviews, emails, phone numbers, and place IDs with production-ready APIs. No proxies. No browser automation.
- scrape-indeed-job-postings — Python tool to scrape Indeed job postings with full details
- scrape-instagram-followers — Learn how to scrape Instagram followers, public profiles, follower counts, bios, business categories, and creator data using ready-to-use APIs.
- scrape-instagram-photos — Scrape Instagram photos - download photos from any profile in bulk
- scrape-yelp-reviews — Free Yelp reviews scraper - extract ratings, text, dates
- scrape-youtube-comments — Scrape YouTube comments - extract comments from any video
- scrape-youtube-search-results — Scrape YouTube search results - extract videos, channels, playlists
- telegram-scraper — Scrape Telegram channels, messages, groups without API
- threads-scraper — Scrape Meta Threads posts, profiles, replies without API
- tiktok-comment-scraper — TikTok comment scraper - extract comments from TikTok videos
- tiktok-comments-scraper — TikTok comments scraper - bulk extract comments and replies
- tiktok-data-scraper-api — TikTok data scraper API - REST API for TikTok data extraction
- tiktok-profile-scraper — TikTok profile scraper - extract profiles, followers, video stats
- tiktok-video-scraper — TikTok video scraper - extract video data, hashtags, trending content
- twitch-scraper — Scrape Twitch channels, streams, chat without API
- x-scraper — Scrape X/Twitter posts, profiles, followers without API
- yellow-pages-scraper — Scrape Yellow Pages business listings - phone, address, reviews
- youtube-video-scraper-api — YouTube video scraper API - REST API for video data extraction
- zenrows-alternative — Free open-source ZenRows alternative - anti-bot bypass scraper
- zillow-data-scraper — Scrape Zillow property data - prices, addresses, Zestimate
- zillow-scraper-api — Zillow scraper API - structured JSON output for property data
- reddit-comment-scraper — Scrape Reddit comments, replies, and user discussions in bulk
- reddit-post-scraper — Scrape Reddit posts, subreddits, and karma data with filters
- quora-scraper — Scrape Quora questions, answers, and user profiles data
- slack-scraper — Scrape Slack channels, messages, and workspace data
- snapchat-scraper — Scrape Snapchat stories, profiles, and public content data
- whatsapp-scraper — Scrape WhatsApp groups, contacts, and message data programmatically
- x-tweet-scraper — Scrape X (Twitter) tweets, threads, and timeline data in bulk
- youtube-channel-scraper — Scrape YouTube channel data, stats, and video lists in bulk
MIT License — this demo code is free to use for any purpose.
Web Data Infrastructure for AI Agents & Automation