unbrowseBlog
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Route-first web agents: benchmarks, comparisons with browser automation tools, and guides to getting website data without scraping. RSS
2026-04-03 · Guide
How to Access Airbnb Listing Data Without ScrapingAirbnb has no public API for listing data. Their website uses internal GraphQL and REST endpoints to serve search results, pricing, availability, and reviews. Unbrowse discovers these shadow APIs from real browsing sessions and makes them callable.
2026-04-03 · Guide
How to Access Amazon Product Data via Shadow APIsAmazon blocks scrapers and charges for its Product Advertising API. Learn how to discover Amazon's internal product APIs from browsing traffic using Unbrowse — pricing, reviews, and availability data without scraping.
2026-04-03 · Guide
How to Access Craigslist Data Without ScrapingLearn how to access Craigslist listing data, search results, and classified ads through shadow APIs discovered from browsing traffic — no HTML parsing or scraping required.
2026-04-03 · Guide
How to Access Discord Data Without the Bot APILearn how to access Discord server data, messages, and channels through shadow APIs discovered from browsing traffic — no bot tokens, no scraping required.
2026-04-03 · Guide
How to Access eBay Data Without ScrapingLearn how to access eBay listing data, pricing, and search results through shadow APIs discovered from browsing traffic — no scraping, no official API keys required.
2026-04-03 · Guide
How to Access GitHub Data Faster Than the REST APIGitHub's REST API is rate-limited to 5,000 requests per hour. Learn how to discover GitHub's internal APIs from browsing traffic using Unbrowse — faster data access without rate limit constraints.
2026-04-03 · Guide
How to Access Google Search Results ProgrammaticallyGoogle Custom Search API costs $5 per 1,000 queries. Learn how to discover Google's internal search endpoints from browsing traffic using Unbrowse — structured SERP data without per-query costs.
2026-04-03 · Guide
How to Access HackerNews Data in Real-TimeHN's Firebase API is slow and limited. Learn how to discover Hacker News's internal endpoints for stories, comments, and search using Unbrowse — real-time data without polling delays.
2026-04-03 · Guide
How to Access Instagram Data Without ScrapingInstagram's Graph API requires Facebook business verification and approved use cases. Shadow APIs offer direct access to public profiles, posts, reels, and hashtag data through the same internal endpoints Instagram's web app uses.
2026-04-03 · Guide
How to Access LinkedIn Data Without a BrowserLinkedIn blocks scrapers aggressively. Learn how to discover LinkedIn's internal APIs from your authenticated browsing session using Unbrowse — structured profile and job data without automation detection.
2026-04-03 · Guide
How to Access Netflix Catalog Data ProgrammaticallyNetflix has no public API. Their catalog data -- titles, genres, ratings, cast, and availability by region -- is served through internal APIs that power the Netflix web interface. Unbrowse discovers these endpoints from real browsing sessions.
2026-04-03 · Guide
How to Access Notion Data Without the Official APILearn how to access Notion pages, databases, and workspace data through shadow APIs discovered from browsing traffic — no official API integration or token setup required.
2026-04-03 · Guide
How to Access Pinterest Data Without ScrapingLearn how to access Pinterest pin data, boards, and search results through shadow APIs discovered from browsing traffic — no scraping, no developer tokens required.
2026-04-03 · Guide
How to Access Product Hunt Data Without ScrapingLearn how to access Product Hunt launch data, upvotes, comments, and maker profiles through shadow APIs discovered from browsing traffic — no scraping or official API approval required.
2026-04-03 · Guide
How to Access Reddit Data Without ScrapingReddit killed free API access with $100/month minimum pricing. Learn how to discover Reddit's internal shadow APIs from browsing traffic using Unbrowse — no scraping, no paid API keys.
2026-04-03 · Guide
How to Access Shopify Store Data via Shadow APIsShopify's official APIs require store owner approval and OAuth credentials. Shadow APIs -- the internal endpoints every Shopify storefront calls -- let you access product catalogs, pricing, inventory status, and collection data from any public store without authentication.
2026-04-03 · Guide
How to Access StackOverflow Data Without Rate LimitsStackOverflow's public API caps you at 300 requests per day without authentication. Shadow APIs -- the internal endpoints powering the StackOverflow frontend -- offer higher throughput and richer data than the official API ever provided.
2026-04-03 · Guide
How to Access Stripe Dashboard Data ProgrammaticallyLearn how to access Stripe dashboard analytics, charts, and internal reports through shadow APIs discovered from browsing traffic — data the official API does not expose.
2026-04-03 · Guide
How to Access TikTok Data Without the Official APITikTok's official API is restricted to approved partners with weeks-long review processes. Shadow APIs -- the internal endpoints TikTok's web app calls -- provide access to video metadata, user profiles, trending content, and search results without partner approval.
2026-04-03 · Guide
How to Access Twitter/X Data Without ScrapingX API costs $100/month minimum. Learn how to discover Twitter's internal GraphQL APIs from browsing traffic using Unbrowse — structured data without paid API access or fragile scraping.
2026-04-03 · Guide
How to Access Twitter Spaces Data ProgrammaticallyLearn how to access Twitter/X Spaces data including live audio rooms, speaker lists, and listener counts through shadow APIs discovered from browsing traffic.
2026-04-03 · Guide
How to Access Walmart Product Data via Shadow APIsWalmart's Affiliate API has limited product data and strict approval requirements. Shadow APIs -- the internal endpoints powering walmart.com -- provide complete product details, real-time pricing, inventory status, and reviews without affiliate approval.
2026-04-03 · Guide
How to Access YouTube Data Without the Official APIYouTube's official API has strict quotas that run out fast. Learn how to discover YouTube's internal APIs from browsing traffic using Unbrowse — video data, search results, and comments without quota limits.
2026-04-03 · Guide
How to Access Zillow Real Estate Data Without ScrapingZillow's official API was shut down in 2021, and scraping their site triggers aggressive anti-bot defenses. Shadow APIs offer a third path: the same internal endpoints Zillow's own frontend uses, discovered automatically from real browsing traffic.
2026-04-03 · Guide
The Agentic Browser Wars: 2026 Landscape MapA comprehensive map of the 2026 agentic browser landscape. Categorizes and compares Browser Use, Stagehand, Browserbase, Steel, Browserless, Playwright, Puppeteer, Selenium, Firecrawl, Crawl4AI, Unbrowse, AgentQL, and Skyvern across five categories.
2026-04-03 · Guide
AI Agent Web Access: The Complete Guide for 2026The definitive guide to giving AI agents web access in 2026. Compare browser automation, web scraping, and API discovery with cost analysis and tool recommendations.
2026-04-03 · Guide
The arXiv Paper Explained: Internal APIs Are All You NeedAn accessible summary of the Unbrowse research paper (arXiv:2604.00694) for developers. Key findings: 3.6x mean speedup over browser automation, 5.4x median, 94 domains tested, sub-100ms cached routes.
2026-04-03 · Guide
10 Best AI Browser Agents in 2026A comprehensive comparison of the top AI browser agents in 2026, including Browser Use, Stagehand, Unbrowse, AgentQL, Skyvern, and more. Find the right tool for your AI automation needs.
2026-04-03 · Guide
6 Best Browser Automation Tools That Actually Work in 2026A head-to-head comparison of the six browser automation tools that actually deliver in 2026, from AI-native agents to API-first approaches.
2026-04-03 · Guide
Best MCP Server for Web Browsing in 2026A ranked comparison of the best MCP servers for web browsing in 2026, covering Unbrowse, Playwright, Browserbase, Firecrawl, Chrome DevTools, AgentQL, and Puppeteer MCP servers.
2026-04-03 · Guide
7 Best MCP Servers for Web Scraping in 2026Compare the top MCP servers for web scraping in 2026. Detailed breakdown of Unbrowse MCP, Playwright MCP, Firecrawl MCP, Puppeteer MCP, and more for Claude and AI agent workflows.
2026-04-03 · Guide
Best Open Source Browser Automation in 2026A comprehensive guide to every major open-source browser automation tool in 2026, from API discovery engines to LLM-driven browser agents.
2026-04-03 · Guide
5 Best Playwright Alternatives for AI AgentsLooking for Playwright alternatives that work better with AI agents? Compare Unbrowse, Stagehand, Browser Use, Steel, and Browserless for agent-first browser automation.
2026-04-03 · Guide
5 Best Tools for Extracting API Data From WebsitesDiscover the top tools for reverse-engineering and extracting API data from websites, from automated shadow API discovery to manual traffic proxies.
2026-04-03 · Guide
8 Best Web Scraping Tools for AI in 2026Compare the top web scraping and data extraction tools for AI agents in 2026, from API discovery to managed proxies to open-source crawlers.
2026-04-03 · Guide
Browser Automation in 2026: The Complete GuideAn evergreen guide covering every browser automation approach in 2026: Selenium, Playwright, Puppeteer, Browser Use, Stagehand, Firecrawl, and Unbrowse. Covers use cases, performance, and when to use each tool.
2026-04-03 · Guide
Mine the Internet: A Developer's Guide to Earning With UnbrowseLearn how to earn USDC micropayments by using Unbrowse normally. Every API route you discover gets indexed to the marketplace, and every time another agent uses your route, you get paid.
2026-04-03 · Guide
Top 10 Selenium Alternatives in 2026Ten Selenium alternatives that solve the problems WebDriver cannot -- from AI-native agents to API-first approaches that skip the browser entirely.
2026-04-03 · Guide
What Is a Shadow API? The Complete Developer's GuideA comprehensive guide to shadow APIs: the internal, undocumented endpoints that power every modern website. Learn what they are, how to find them, and why they matter for AI agents and browser automation.
2026-04-02 · Guide
Your Personal Agent Is 3.6x Slower Than It Should BePersonal AI agents waste time when every web task starts with browser rendering. Unbrowse lets an OpenClaw agent try a known first-party route first and fall back to the browser when needed.