Any Website. Structured Data. One API Call.
Point at any URL, get clean structured JSON back. AI-powered extraction. Plus 16+ specialized parsers.
Custom Scrapers Are Expensive to Build and Maintain
The economics of web scraping are upside down. Building a scraper for one website takes a few days. Keeping it working takes forever. CSS selectors break when sites redesign. Anti-bot measures evolve. Rate limits tighten. What started as a quick script becomes a permanent maintenance burden.
At scale, the problem compounds. A team scraping 20 websites maintains 20 separate extraction configurations, each with its own failure modes and update cycles. The engineering cost of keeping scrapers alive often exceeds the value of the data they produce.
This is the wrong abstraction. Websites aren't stable targets. They change constantly. The extraction layer needs to adapt automatically, not break and wait for a human to fix it.
Two Approaches, One API
The Universal Parser
Works on any URL. The AI extraction engine identifies the main content, strips navigation and ads, and returns structured text with metadata. No configuration needed.
# Parse any URL anysite api /api/webparser/parse url="https://example.com/blog/post" # With links and images anysite api /api/webparser/parse \ url="https://example.com/pricing" \ extract_links=true extract_images=true
Returns: Title, main content, author, publication date, meta description, links, images, word count.
Specialized AI Parsers (16+ platforms)
For platforms with complex structures (e-commerce, review sites, code repos), specialized parsers return platform-specific structured fields.
| Parser | Platform | Structured Fields |
|---|---|---|
/api/ai-parser/amazon | Amazon | Product name, price, ratings, reviews, features, ASIN |
/api/ai-parser/glassdoor | Glassdoor | Company reviews, ratings, salaries, interview experiences |
/api/ai-parser/g2 | G2 | Software reviews, ratings, pros/cons, alternatives |
/api/ai-parser/trustpilot | Trustpilot | Business reviews, scores, response rates |
/api/ai-parser/capterra | Capterra | Software reviews, pricing, features |
/api/ai-parser/producthunt | Product Hunt | Product launches, upvotes, maker info |
/api/ai-parser/crunchbase | Crunchbase | Company data, funding rounds, investors |
/api/ai-parser/angellist | AngelList | Startup jobs, company profiles |
/api/ai-parser/github | GitHub | Repos, READMEs, issues, pull requests, stars |
/api/ai-parser/hackernews | Hacker News | Stories, comments, scores |
/api/ai-parser/pinterest | Pins, boards, profile data | |
/api/ai-parser/builtwith | BuiltWith | Technology stacks, tech usage |
/api/ai-parser/applyboard | ApplyBoard | Educational programs |
/api/ai-parser/wikileaks | WikiLeaks | Document data |
/api/ai-parser/trustmrr | TrustMRR | MRR data |
| More added continuously | ||
Sitemap Discovery
Get every URL on a website. Pass a domain, get the sitemap. Use the URL list to batch-parse all pages.
anysite api /api/webparser/sitemap url="https://example.com"
Common Workflows
Competitor Website Monitoring
Crawl competitor sites weekly. Track pricing changes, new feature pages, messaging shifts, and blog content.
name: competitor-crawl sources: sitemaps: endpoint: /api/webparser/sitemap input: url: ${file:competitor_domains.txt} parallel: 3 pages: endpoint: /api/webparser/parse depends_on: sitemaps input: url: ${sitemaps.url} extract_links: true parallel: 5 on_error: skip storage: format: parquet path: ./data/competitor-crawl
Multi-Platform Review Aggregation
Combine reviews from Glassdoor (employee), G2 (user), Trustpilot (customer), and Amazon (buyer) into a unified sentiment view.
platforms = { "glassdoor": "https://glassdoor.com/Reviews/TechCorp-Reviews-E12345.htm", "g2": "https://g2.com/products/techcorp/reviews", "trustpilot": "https://trustpilot.com/review/techcorp.com" } reviews = {} for platform, url in platforms.items(): reviews[platform] = api.post(f"/api/ai-parser/{platform}", {"url": url}) # Unified review analysis for platform, data in reviews.items(): print(f"{platform}: {data['rating']}/5 ({data['review_count']} reviews)")
Lead Enrichment
Parse company homepages and about pages to understand what each target company does, their product offerings, and technology signals.
Content Research
Build structured knowledge bases from web content. Extract articles, documentation, and research papers. Feed into search indexes or LLM analysis.
Tech Stack Detection
Use the BuiltWith parser to identify technologies used by target companies. Map technology adoption across an industry segment.
How Anysite Compares
| Feature | Anysite | Firecrawl | Jina Reader | ScrapingBee | Apify |
|---|---|---|---|---|---|
| Universal parsing | AI-powered, structured JSON | LLM-powered, markdown | Markdown conversion | Proxy + render, raw HTML | Varies by actor |
| Specialized parsers | 16+ platforms built-in | None | None | None | 1,800+ separate actors |
| Sitemaps | Built-in endpoint | Crawl mode | Not available | Not available | Actor-specific |
| Social platforms | LinkedIn, Instagram, Twitter, Reddit, YouTube | None | None | None | Separate actors each |
| Output | Structured JSON | Markdown / JSON | Markdown | HTML / JSON | Varies |
| Per-page cost | $0.003 | $0.004 | $0.002 | $0.005 | $0.004+ |
| Pipeline support | YAML + batch CLI | API only | API only | API only | Actor scheduling |
The Bigger Picture
The web parser is the foundation of Anysite's core promise: the entire web is your database.
The platform-specific endpoints (LinkedIn, Instagram, Twitter, etc.) are optimized versions of this capability. They provide deeper, more structured data from platforms that matter most.
The web parser covers everything else. Any URL you can visit in a browser, you can parse through the API.
Combined, they mean you're never limited to a catalog. If a platform has a dedicated endpoint, use it for the best results. If it doesn't, the web parser and AI parsers handle it.
Dedicated endpoints (best coverage): LinkedIn, Instagram, Twitter, Reddit, YouTube, SEC, Google, YC AI parsers (structured extraction): Amazon, Glassdoor, G2, GitHub, Trustpilot, Crunchbase, + more Universal parser (everything else): Any URL → structured JSON
Endpoint Pricing
Pay only for the data you pull. Credits are shared across all Anysite endpoints.
| Endpoint | Credit Cost |
|---|---|
| Web parser (any URL) | 1 credit |
| AI parsers (any platform) | 1 credit |
| Sitemap extraction | 1 credit |
Cost Examples
| Use Case | Monthly Volume | Credits | Cost (Starter) |
|---|---|---|---|
| Monitor 10 competitor sites (weekly) | ~400 pages | 400 | $1.31 |
| Multi-platform review aggregation | ~100 URLs | 100 | $0.33 |
| Full site crawl + extract | 1,000 pages | 1,001 | $3.27 |
| Content research (500 articles) | 500 pages | 500 | $1.63 |
At $0.003 per page (Starter plan), crawling a 1,000-page website costs $3.30.
Frequently Asked Questions
Start Extracting Data from Any Website
7-day free trial with 1,000 credits. Any URL to structured JSON. 16+ AI parsers. Sitemaps. No selectors to maintain.