Pull the top-ranked products from any Amazon Best Sellers list. Capture rank, title, author, price, rating, review count, image, ASIN, and product link for up to 100 products per category, no code required.
Amazon's Best Sellers lists are some of the most valuable, free data on the open web. They show exactly what is selling right now in every category, refreshed hourly by Amazon itself. The catch is that the page is built for shoppers, not analysts: there is no export button, no API on the free tier, and no easy way to track how the chart shifts day over day.
This Amazon best sellers scraper turns any Best Sellers category URL into a clean dataset. Paste a link like amazon.com/Best-Sellers-Electronics/zgbs/electronics, set how many products you want (up to 100), and the robot returns a structured row for every ranked product: BSR position, title, author or brand, price, star rating, review count, product link, ASIN, and image URL. Schedule it daily and you have an automated Amazon best sellers rank tracker that catches every climb, drop, and new entry without anyone refreshing a browser tab.
What automated Amazon BSR tracking gives you that manual checking cannot:
| Rank | Title | Author / Brand | Price | Rating | Reviews | ASIN |
|---|---|---|---|---|---|---|
| #1 | Yesteryear: A GMA Book Club Pick | Caro Claire Burke | $20.42 | 4.3 | 2,441 | B0FH1V3D9M |
| #2 | Dear Debbie | Freida McFadden | $6.80 | 4.2 | 138,529 | B0FJTF5MJB |
| #3 | The Dinner Party | Freida McFadden | $4.07 | 3.1 | 7,436 | B0CWP8ZK24 |
| #4 | Murder by Design | Lee Goldberg | $2.71 | 4.9 | 12 | B0FQVDCRYS |
| #5 | Verity | Colleen Hoover | $19.05 | 4.6 | 460,539 | B09H6T8LTR |
Sample output from amazon.com/Best-Sellers-Thrillers. The robot returns the full top 100 with image URLs, product links, author pages, and review pages included.
Setup takes about two minutes. You do not need developer tools, an Amazon Product Advertising API key, or a browser plugin. The robot runs in Browse AI's cloud and handles every page request, scroll, and parse for you.
Ready to start tracking the Amazon Best Sellers chart?
Try this robot free →Amazon Best Sellers data is most useful when it feeds into a workflow rather than living in a one-off spreadsheet. Here are the setups that authors, publishers, sellers, and product researchers use most:
Every run produces one row per ranked product, with thirteen structured fields. Here is what each one contains:
| Field | What it contains |
|---|---|
| Position | Numeric rank (1 through 100) showing exactly where the product sits in the Best Sellers chart. |
| Rank | The display rank as shown on Amazon (e.g., "#1", "#27"). Useful when you want the visual badge in reports. |
| Title | The full product title as Amazon displays it, including subtitle, edition, or series name. |
| Category | The Best Sellers category the product was ranked in (e.g., "Thrillers", "Bluetooth Headphones"). Lets you mix data from multiple categories in one sheet. |
| Author | The author for books or the brand name for physical products. Empty for categories where Amazon does not surface this field. |
| Rating and Reviews | The combined raw text Amazon displays (e.g., "4.3 out of 5 stars 2,441") for cases where you want the original string. |
| Rating | The star rating as a clean string (e.g., "4.3 out of 5 stars"), easy to parse into a number. |
| Price | The listed price at the moment of the run. Schedule recurring runs to track price changes alongside rank. |
| Book Link | The direct URL to the product page on Amazon, ready for click-through tracking or further scraping. |
| ASIN | The unique Amazon Standard Identification Number. Essential for joining this data to any other Amazon dataset (sales reports, ad reports, third-party tools). |
| Image | The product thumbnail URL, useful for visual reports and dashboards. |
| Author Link | The URL to the author or brand page on Amazon, for follow-on author or brand monitoring. |
| Reviews Link | The direct URL to the product reviews page, useful when you want to chain this robot with a reviews scraper. |
All values reflect what Amazon shows at the moment of extraction. Prices, ratings, and ranks change throughout the day, which is why scheduled runs produce the most actionable history.
What is an Amazon best sellers scraper?
An Amazon best sellers scraper extracts the ranked product list from any Amazon Best Sellers category page (the /zgbs/ URLs that Amazon updates throughout the day). This robot captures position, rank label, title, author or brand, price, star rating, review count, product link, ASIN, image URL, author page URL, and reviews page URL for up to 100 products per category. Run it once for a snapshot or schedule it for ongoing best sellers rank tracking.
How do I track Amazon BSR for free?
Sign up for Browse AI - the free tier includes credits to run this robot without a credit card. Paste any Amazon Best Sellers URL, hit run, and you get structured BSR data for the top 100 ranked products. Free credits are enough to track several categories and build a feel for how the chart moves day to day.
What data can I extract from Amazon Best Sellers pages?
Thirteen fields per ranked product: Position, Rank, Title, Category, Author, Rating and Reviews (raw), Rating, Price, Book Link, ASIN, Image, Author Link, and Reviews Link. The output works in Google Sheets, Airtable, CSV, JSON, or through the Browse AI API.
How often does Amazon update its Best Sellers list?
Amazon updates Best Sellers rankings approximately every hour. For most use cases, scheduling this robot once a day captures meaningful movement. For active product launches, ad campaign measurement, or promotion tracking, hourly or every-few-hours runs make sense.
Does this robot work for all Amazon Best Sellers categories?
Yes. Any Amazon US Best Sellers URL works, including top-level categories (Books, Electronics, Toys, Pet Supplies) and any subcategory or sub-subcategory. The Author field is most relevant for book and media categories. For physical-product categories, that field will hold the brand name where Amazon surfaces it, or remain empty.
Is it legal to scrape Amazon Best Sellers data?
Browse AI accesses publicly visible Amazon Best Sellers pages, the same information any shopper can see in a browser. That said, web scraping legality varies by jurisdiction and use case. Browse AI respects standard web protocols and is designed as a no-code tool. If you have concerns about your specific situation, consult a legal professional.
Can I export Amazon best sellers data to Google Sheets?
Yes, Browse AI connects to Google Sheets natively. Each run can auto-append new rows so your sheet becomes a living BSR tracker. You can also export to Airtable, download CSV or JSON, or use Zapier and Make for more complex automation workflows.
Best sellers data tells a richer story when you combine it with other Amazon signals. These robots pair well with BSR tracking:
Get the top 100 in any category, refreshed on your schedule, exported wherever you need it. No code, no API keys, no credit card to start.
