Amazon Product Scraper Bot using Playwright | Extract Price, Ratings, Reviews & Seller Data(Antibot)

In this demo, I’m showcasing a slow and human‑like Amazon product scraper built using Python & Playwright

Instead of aggressive scraping, this bot is intentionally designed to behave like a real user, allowing it to extract product insights from Amazon without using CAPTCHA solvers or rotating proxies — helping you save infrastructure and proxy costs.

Why This Scraper Is Slow (On Purpose)

This bot focuses on realistic browsing behavior, not speed:
Visible browser (headless disabled)
Natural scrolling with pauses
Controlled page load waits
Sequential product processing
No parallel requests

Because of this low‑frequency, human‑style interaction, the scraper avoids triggering anti‑bot systems, making CAPTCHA services and rotating proxies unnecessary for small to medium workloads.

👉 Result:
✅ Lower detection risk
✅ No extra monthly proxy bills
✅ No CAPTCHA solver costs
✅ Ideal for solo developers & startups

📊 Data Extracted
Product Title
Live Price
Star Rating
Review Count
Review Sentiment Percentage (5⭐–1⭐)
Delivery Date
Deal Badges
Seller Information
A+ Content Availability

All product ASINs are read from an Excel file, and the final structured data is exported back to Excel automatically.

🧠 Tech Stack

Python
Playwright (Chromium)
Pandas
Regex‑based data cleaning
Excel automation

⚠️ Important Disclaimer

This approach is not meant for high‑speed or large‑scale scraping.

If you plan to:
Scrape thousands of products
Run bots in parallel
Deploy on servers
Then rotating proxies, CAPTCHA solvers, and fingerprinting will still be required.

This demo is optimized for:
✔ Low‑volume scraping
✔ Research & testing
✔ Budget‑friendly automation
✔ Educational use

Perfect For

Beginners learning Playwright
Freelancers & indie devs
Product research
Market analysis
Cost‑conscious automation

If you want the fast + proxy‑enabled version, or a cloud‑ready scraper, comment below 👇
Don’t forget to Like 👍 Subscribe 🔔 for more real‑world automation projects.

Видео Amazon Product Scraper Bot using Playwright | Extract Price, Ratings, Reviews & Seller Data(Antibot) канала Subhan Ali