0:50Extract Amazon customer reviews into CSV
Follow an Amazon review-to-CSV workflow, including product matching, sign-in limits, and a recorded export of 37 reviews.
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All use cases
Use case
E-commerce & Retail Operations
Automate product research, monitoring, and restocking workflows
The problem
Retail sites like Amazon, Walmart, and specialty e-commerce stores have some of the strictest bot detection — PerimeterX, Akamai, and custom WAFs that fingerprint every session. Automation that works today can fail tomorrow when anti-bot signatures update.
How it works
- 1
Set up market-specific profiles
Create profiles with proxies and locales matching each marketplace. Amazon US, Amazon UK, and regional sites all need locally consistent browser identities.
- 2
Monitor product availability and pricing
Run agents that check product pages, variant availability, and seller pricing. Detect restocks, price drops, and listing changes as they happen.
- 3
Research products and categories
Use AI agents to browse category pages, extract product data, read reviews, and analyze competitive listings — at scale and without manual effort.
- 4
Automate checkout flows for testing
Test purchase flows, verify promo codes, and validate geo-specific offers using isolated browser sessions that look like real shoppers from different locations.
Why it works well with Clawbrowser
Survives anti-bot on major retailers
Realistic fingerprints reduce block rates on PerimeterX and Akamai-protected sites where basic headless browsers fail.
Accurate regional data
Geo-targeted proxies show you localized prices, availability, and promotions — not default or CDN-cached content.
Parallel marketplace coverage
Run independent sessions across multiple platforms simultaneously, each with its own identity, so one blocked session doesn't affect others.
Watch a related workflow
0:50
2:26Find BMW E30 parts under $100 on eBay with DasBrowser
Search eBay through a DasBrowser profile and assemble a source-linked shortlist of BMW E30 parts priced below $100 before shipping.
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1:15Compare prices across Amazon, Walmart and Target
Compare electronics prices, promotions, stock, ratings, and seller offers across three retailers with an AI browser workflow.
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Ready to start?
Give your agent a browser
Clawbrowser handles fingerprints, proxies, and session isolation. Your agent focuses on the task.
Works with Playwright, Puppeteer, Claude Code, and any CDP-compatible tool