AI Web Scraping

AI Web Scraping with Plain English Prompts

Stop writing brittle scrapers. Describe the data you want in plain English and the AI browser agent extracts it from any site — including JavaScript-rendered pages, login-protected dashboards, and sites that block traditional scrapers. Export to CSV, JSON, Google Sheets, or webhooks.

Lines of code
0

Lines of code

Renders dynamic pages
JS

Renders dynamic pages

Proxy locations
30+

Proxy locations

From signup to first scrape
5 min

From signup to first scrape

What is AI-powered web scraping?

Traditional web scraping forces you to inspect each site's HTML, write CSS selectors or XPath, handle JavaScript rendering, fight anti-bot defenses, and rewrite everything when the site redesigns. It's the most thankless engineering job on the modern web — and the reason 80% of scraping projects get abandoned.

AI web scraping flips that model. You write a single plain-English prompt — "Get the title, price, and rating of every product on this page" — and an AI browser agent loads the real page in a real Chromium browser, reads the rendered DOM the way a human would, decides which elements match your description, handles infinite scroll or paginated lists, and returns clean structured data. No selectors, no fragile rules, no maintenance.

Browse Anything pairs the agent with residential proxies in 30+ countries, a stealth browser fingerprint that bypasses common anti-bot detectors, automatic captcha solving, and scheduled re-runs. The result is a scraper that survives redesigns, handles Cloudflare-protected sites, and exports straight to the tools your team already uses.

Why Browse Anything beats Playwright, Selenium and traditional scrapers

Playwright and Selenium are excellent automation libraries — but you still have to write the automation. Every new site is hours of selector engineering. Every site update breaks something. Anti-bot tools fingerprint you, captchas stop you, and you need separate infrastructure for proxies, queueing, and scheduling.

Browse Anything packages everything into a single managed service driven by natural-language prompts. It's the cheapest fully-managed AI browser agent on the market at $9.99/mo, and the only one with a built-in Telegram bot, REST API, Python SDK, scheduled tasks, and ClawHub skill — all on the same plan.

  • No selectors, no maintenanceThe agent describes pages semantically. When a site redesigns, your prompt still works.
  • Real Chromium, full JavaScript supportSingle-page apps, React/Vue dashboards, lazy-loaded grids, infinite scroll — all rendered the way a user sees them.
  • Stealth + residential proxies built in30+ countries, real residential IPs, anti-fingerprinting, captcha solving. No third-party services to bolt on.
  • Scheduling and exports includedCron-like schedules, webhook callbacks, Google Sheets and Notion exports, CSV/JSON downloads — all built into the platform.
  • Telegram, API, web UI, and skill — your choiceRun scrapes from a Telegram message, a REST call, the web app, or as a skill inside Claude Code, Cursor, OpenClaw, or Hermes via ClawHub.

Use cases that work today

These are the most common scraping jobs Browse Anything users run every day. Each one is a 1-prompt task that finishes in 30 seconds to 5 minutes depending on volume.

  • E-commerce price monitoringTrack product prices across Amazon, Walmart, Best Buy, French retailers (Cdiscount, LDLC), German retailers (MediaMarkt, Otto), and direct-to-consumer brand sites. Daily or hourly schedule, alerts via Telegram.
  • Lead generation from directoriesPull company name, website, contact email, industry, and headcount from G2, LinkedIn search, Crunchbase, YC company directory, ProductHunt, or any vertical directory.
  • Real estate listings aggregationCombine Zillow + Redfin + LeBonCoin + SeLoger + Idealista into a single Google Sheet with normalized fields. Daily fresh listings emailed to your inbox.
  • Job board scrapingAggregate roles matching "Senior AI Engineer in Berlin remote" from LinkedIn Jobs, Indeed, Welcome to the Jungle, Otta, Wellfound, and company career pages.
  • Review and rating extractionScrape Google Maps reviews, App Store ratings, Trustpilot, G2, and Amazon reviews. Sentiment-tagged output ready for analysis.
  • Search-results scrapingBulk-query SERPs, run queries through enterprise search portals behind logins, extract Google Scholar citations, or crawl niche search engines.

How AI web scraping handles the hard parts

The reason most scraping projects fail isn't the simple cases — it's the edge cases. Browse Anything's agent is built around the failure modes that kill traditional scrapers.

  • JavaScript-rendered contentThe agent runs a real headful Chromium with full JS, fonts, and CSS. Single-page apps that fetch data over JSON APIs are scraped from the final rendered DOM, not the empty HTML shell.
  • Captchas and CloudflareBuilt-in captcha solving (reCAPTCHA v2/v3, hCaptcha, Cloudflare Turnstile, image grids). Stealth fingerprinting evades most generic bot detection out of the box.
  • Pagination and infinite scrollThe agent recognizes "Next" buttons, numbered pagination, "Load more" triggers, and infinite scroll. Prompt for "all" results and it iterates until the list ends.
  • Authenticated dashboardsPersistent sessions and saved profiles let the agent log in once and reuse the session across runs. Credentials stay in your account; the agent never sees them in plain text.
  • Schema drift and site redesignsBecause the agent describes the page semantically, a button moving from the header to a sidebar, a class name changing, or a wrapper div being added doesn't break anything.

Output formats and integrations

Scraped data is only useful if it lands somewhere actionable. Browse Anything exports to the destinations your team already uses, without writing glue code.

Default outputs include structured JSON (returned in the API response), CSV files, and Markdown reports. One-click integrations push results into Google Sheets, Notion databases, Airtable, Slack channels, and arbitrary webhooks. Scheduled tasks can run daily, hourly, or on cron expressions, with optional Telegram alerts when a value changes ("the price dropped below $50") or when a scrape fails.

For developers, the REST API returns full task objects including screenshots, raw HTML snapshots, step-by-step agent traces, and the parsed structured output. Python and TypeScript SDKs are available, and Browse Anything ships as an installable skill on ClawHub, so you can call it from inside Claude Code, Cursor, OpenClaw, Hermes, Gemini, or Windsurf without leaving your editor.

Real prompt examples (copy and paste)

Every prompt below is a real, copy-paste-able task that runs in under 5 minutes on the free tier. Each one returns clean structured data ready for export.

Easy

Hacker News front page

Prompt

Go to news.ycombinator.com and extract the top 30 stories. For each one return: title, points, author, comment count, and URL. Output as JSON.

What you get back

Structured JSON array with 30 entries, sorted by points. Typical runtime: 25 seconds. Free tier friendly.

Scheduled

Amazon product price tracking

Prompt

On amazon.com, find the cheapest NEW listing for ASIN B0CHX4QJ1V shipped from Amazon. Return seller, price, ETA, and current stock status. Re-run every 6 hours and alert me on Telegram if the price drops below $250.

What you get back

Initial result: seller, price, stock, ETA. Recurring run posts to Telegram only on price changes — clean signal, no spam.

Lead gen

LinkedIn company search to Google Sheets

Prompt

Search LinkedIn for companies in the 'SaaS' industry, headcount 10-50, headquartered in France. Return the first 100 results: company name, website, employee count, founded year, LinkedIn URL. Append to my 'France SaaS leads' Google Sheet.

What you get back

100 rows appended to the named sheet. Browse Anything logs into your saved LinkedIn session — no credentials passed in the prompt.

Reviews

Trustpilot review aggregation

Prompt

On trustpilot.com, find the profile for 'browse-anything.io'. Extract all reviews from the last 90 days. For each: rating, title, body, reviewer name, date. Output as CSV.

What you get back

CSV with every review. Browse Anything handles pagination automatically until the date filter runs out.

Cross-site

Multi-site job aggregator

Prompt

Find all 'AI Engineer' job postings in Berlin, remote allowed, posted in the last 14 days. Search LinkedIn, Indeed, WelcomeToTheJungle, Otta, and Wellfound. Return: title, company, salary range if available, posted date, source URL. Deduplicate by company+title. Output as JSON.

What you get back

Deduplicated job list, typically 40-150 entries depending on the week. Runtime: 4-7 minutes (parallel browsers per site).

Hard

Cloudflare-protected scrape

Prompt

Go to a Cloudflare-protected directory site and extract the top 50 listings. Include name, category, contact form URL, and description. Use stealth mode and a French residential proxy.

What you get back

50 rows returned cleanly. Captcha and Cloudflare challenges handled automatically — no manual intervention needed.

Use Browse Anything as a skill in any AI agent

Install the official Browse Anything skill via ClawHub and call it from Claude Code, Cursor, OpenClaw, Hermes, Codex, Gemini, or Windsurf. Your editor's agent now has a real browser. Free to install, runs on your Browse Anything API key (free tier counts).

openclaw skills install browseanything
Install the skill on ClawHub

Frequently asked questions

Do I need to know how to code to scrape websites with Browse Anything?

No. You write a plain-English prompt describing the data you want, and the AI browser agent does the rest. Developers can also call the same engine via the REST API or Python/TypeScript SDKs, but it's optional. The free tier and $9.99 Pro plan are both no-code.

Can the AI browser agent scrape JavaScript-heavy sites and single-page apps?

Yes. Browse Anything runs a real Chromium browser with full JavaScript, fonts, and CSS rendering. React, Vue, Angular, and any SPA framework is scraped from the final rendered DOM — not the empty HTML shell most scrapers see.

How does Browse Anything handle captchas and anti-bot detection?

Stealth browser fingerprinting, residential proxies in 30+ countries, and built-in captcha solving (reCAPTCHA v2/v3, hCaptcha, Cloudflare Turnstile) are included on every plan, including the free tier. Most sites that block Selenium and Puppeteer scrape cleanly through Browse Anything.

Can I schedule scrapes to run automatically every day or every hour?

Yes. Built-in cron-style scheduling lets you run any task hourly, daily, weekly, or on a custom expression. Results can be appended to Google Sheets, posted to a webhook, sent to a Notion database, or pushed to your Telegram chat with conditional alerts ("only ping me when the price changes").

What output formats are supported?

JSON (in the API response), CSV download, Markdown report, and direct push to Google Sheets, Notion, Airtable, Slack, or any webhook. The REST API also returns screenshots, raw HTML snapshots, and the full step-by-step agent trace.

Is web scraping with Browse Anything legal?

Scraping publicly available data is generally legal in most jurisdictions, but you remain responsible for respecting each site's Terms of Service, robots.txt, and applicable laws (e.g. GDPR for personal data, CCPA in California, copyright on extracted content). Browse Anything is a tool — use it for legitimate research, monitoring, lead gen, and automation, not for spam, account takeover, or copyrighted bulk redistribution.

How does this compare to Browse AI, Octoparse, or Apify?

Browse AI and Octoparse are recorded-selector scrapers — you record clicks and they replay them. They break when sites redesign. Apify is a developer platform requiring code. Browse Anything is a natural-language AI agent that handles novel pages, dynamic layouts, and site redesigns from a single plain-English prompt — at $9.99/mo entry instead of $48-99/mo. See the full comparison on the /compare hub.

Start scraping in 5 minutes

Free tier, no credit card. Pro plan $9.99/mo with scheduled runs, residential proxies, and 5,000 monthly credits. Cancel anytime.

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