Amazon best sellers scraper in 2026
Prices compared, ranks as rows.
Apify's Amazon Bestsellers Scraper costs $3.20 to $5.90 per 1,000 products by plan, and Bright Data sells its best seller products dataset at up to $0.0025 a record with a $250 minimum. Each returns the ranked list as Amazon prints it.
SpecStream is the live web data engine for teams and agents. Name the category, the store and the conditions, and every best seller that fits comes back as a row. Saved, the request reruns daily and labels each changed rank and price.
New accounts get $10 of credit, no card.
SpecStream and Amazon best sellers scrapers side by side
| SpecStream | Apify Amazon Bestsellers Scraper | Bright Data Amazon best seller products | |
|---|---|---|---|
| What you send | The best sellers you want in plain words: the category, the Amazon store, and the conditions every row must meet, such as a price under $30 or 4.5 stars and up | Best Sellers, New Releases, Most Wished or Movers and Shakers URLs from 6 Amazon domains: US, GB, DE, FR, ES and IT | An order for a tier of its dataset: 100K, 500K, 1M, 5M or 20M records, or the complete dataset |
| What a row carries | One product per row with the facts you name, such as rank, ASIN, price, star rating and rating count, and facts from other pages, such as the brand's own site, joined. Source URL and read time on every value | Name, price, URL and thumbnail image for each of the top 100 items | Title, seller name, brand, description, initial price, final price and more, from 171.7M records |
| Price per 1,000 | $50 for 1,000 rows with up to 5 facts (5¢ a row), 15¢ a row with up to 15. The Extract API reads a Best Sellers page you name for $0.80 per 1,000 pages | $5.90 per 1,000 items on Free, $5.00 on Starter, $4.10 on Scale and $3.20 on Business | Up to $0.0025 a record, which is $2.50 per 1,000 |
| Smallest purchase | $10 of credit on sign-up, no card. A top-up from $10 never expires | The Free plan: $5 of usage a month, up to 847 items | $250 minimum order |
| How deep it goes | As deep as the request asks: every best seller in the category that meets your conditions | 37 top Best Seller subcategories by default. The crawl goes at most two subcategories deep | The records already collected for the dataset |
| How fresh | Read from the live web during your run, with the read time on every value | Read from Amazon when you run it | Refreshed monthly |
| Scheduled delivery | A saved request reruns hourly to yearly. Each row comes back labeled new, changed or no longer a match, and a changed rank or price shows its earlier value. A changed or new row costs half its rate, an unchanged row 1¢ | Runs you schedule through the Apify platform or API, each run billed per item again | One time, biannual, quarterly or monthly, saving 25%, 50% or 80%. Smart updates send only New Records or Updated Records |
| Where the data goes | Google Sheets, Excel, Airtable, Notion, monday.com, HubSpot, Salesforce, Pipedrive, Attio, Slack, Teams, Zapier, Make, n8n and signed webhooks | HTML table, JSON, CSV, Excel and more, and a webhook when a run finishes | JSON, NDJSON, JSON Lines, CSV or Parquet, to Snowflake, Amazon S3, Google Cloud, Azure or SFTP |
| The cost cap before a run | The most the run can cost, quoted before it starts. Nothing runs until you approve it, and a run that finds nothing costs nothing | A maximum charge limit you set when you start a run | The order price, from $250, before delivery |
Why commerce teams take SpecStream over a best sellers scraper
Only the best sellers that fit
A best sellers scraper returns the list Amazon prints: the top 100 of a category, in Amazon's order. The products you care about are a cut of it: under a price, above a rating, from brands that are not yours yet. On SpecStream you write that cut, such as "the best sellers in Kitchen & Dining on amazon.com priced under $30 with 4.5 stars or more". SpecStream reads the request back as parts you can edit, the conditions every row must meet and the facts to bring back, then returns one row per product that meets them all. A product that fails one condition is not delivered and not billed.
Rank and price changes, labeled
Tracking a category means running the list again. On Apify each run bills every item again, and comparing today's list with last week's is your work. A saved SpecStream request reruns hourly to yearly, inside a maximum per run and per period that you set. Each row comes back labeled new, changed or no longer a match, and a changed rank or price shows its earlier value and the page where the new one was seen. A changed or new row costs half its rate and an unchanged row 1¢. New entries land in Slack, a sheet or a signed webhook.
What the top 100 cost on each
The top 100 of one category cost $0.32 to $0.59 on Apify's Amazon Bestsellers Scraper, by plan, with name, price, URL and image. Bright Data's dataset starts at a $250 order. On SpecStream, 100 best sellers with up to 5 facts each cost $5, and only the rows that meet your conditions are billed. To read the raw list yourself, the Extract API returns the text of a Best Sellers page you name for $0.80 per 1,000 pages, and a page that gives no text is not charged.
More than the list shows
A best sellers page holds a rank, a title, a price and a rating. The question behind it often needs another page: who makes the product, whether the brand sells on its own site, what it charges there. SpecStream reads those pages too and joins what it finds into one record per product, so a row can carry the rank from Amazon and the price from the brand's store. Reviews are a request as well, compared on the Amazon reviews dataset page.
From your agent, too
Connect the MCP server at https://api.specstream.ai/mcp and your agent asks for best sellers in the same words, sees the most the run can cost, and gets the rows with their sources once you approve. The same balance pays for the Search API at $5 per 1,000 searches and the Extract API at $0.80 per 1,000 pages.
Other Amazon best sellers scrapers
SpecStream
The live web data engine for teams and agents. One request in plain words returns the best sellers that meet your conditions as structured rows, at 5¢, 15¢ or $1 a delivered row, under a maximum you approve before the run. Saved requests rerun on your schedule and label every change.
Thirdwatch Amazon Best Sellers Scraper
An Apify Actor from $2.60 per 1,000 results, across 18 marketplaces. It returns rank, ASIN, title, price, rating, review count and image for up to 100 ranked products per chart. SpecStream returns only the products that meet your conditions, with facts from other pages joined.
Kestrel Amazon Best Sellers Scraper
An Apify Actor at $4.00 per 1,000 chart product rows, for Best Sellers and New Releases charts in 20 marketplaces. A saved SpecStream request reruns on your schedule and labels each changed rank.
HasData Amazon Scraper
A no code scraper for Amazon search, best seller and product data. The Free plan has 100 rows a month, Startup is $49 a month billed yearly at $2.46 per 1,000 rows, and Basic $99 a month at $0.99 per 1,000 rows. SpecStream has no monthly plan to buy: credit never expires.
ZenRows Amazon best sellers scraper
A scraper API that returns each ranked product's rank, ASIN, title, price, star rating, review count, product URL, reviews URL and image as JSON, with 5,000 credits a month free. SpecStream returns the products as rows in your sheet or CRM, with no parser to write.
How SpecStream scores
The same numbers as the benchmarks page, from the official tasks and scorers.
| SpecStream |  Parallel |  Exa |  Tavily |  Perplexity | |
|---|---|---|---|---|---|
| Web researchWideSearch, GPT-5.6 Luna | 60.9 | 45.5 | 53.0 | 47.9 | 47.0 |
| Factual accuracySimpleQA Verified, GPT-5.6 Luna | 96 | 94 | 91 | 94 | 94 |
| Factual accuracySimpleQA Verified, GPT-5.6 Sol | 99 | 97 | 91 | 92 | 95 |
How to get Amazon best sellers from SpecStream
Write the best sellers you want in plain words, in place of the category URLs you feed a scraper today. Sign up and you get $10 of credit, no card. At 5¢ a row, that is up to 200 products.
Or send the request from code. This call spends nothing: the 402 reply shows how SpecStream read the request, the columns and the most it can cost.
curl -i https://api.specstream.ai/v1/agent/lists \
-H "Content-Type: application/json" \
-d '{"request": "The best sellers in Kitchen & Dining on amazon.com priced under $30 with 4.5 stars or more, with rank, ASIN, price, star rating and rating count", "count": 25}'Approve that maximum by card through Stripe's Link agent wallet, or in USDC on Base, Arbitrum or Polygon, and you pay for the rows found. On an account, save the request and set it to rerun daily, and your agent uses the MCP server at https://api.specstream.ai/mcp from the same balance.
Frequently asked questions
Something we didn't answer? Talk to a human
How much does an Amazon best sellers scraper cost?
How many products does an Amazon Best Sellers list hold?
Can I track Amazon best seller ranks over time?
Is there a free Amazon best sellers scraper?
Can I get Amazon best sellers from other stores than amazon.com?
Does SpecStream have an API and an MCP server?
https://api.specstream.ai/mcp, and the same request runs through the REST API, the Python and TypeScript SDKs and the workspace, from one balance.Sources
SpecStream wrote this page. Each rival figure comes from that company's own page.
- SpecStream pricingspecstream.ai/pricing, read Nov 12, 2026
- SpecStream for agentsspecstream.ai/agents.md, read Nov 12, 2026
- SpecStream schedulesspecstream.ai/docs/schedules, read Nov 12, 2026
- Apify Amazon Bestsellers Scraperapify.com/junglee/amazon-bestsellers, read Nov 12, 2026
- Apify Amazon Bestsellers Scraper pricingapify.com/junglee/amazon-bestsellers/pricing, read Nov 12, 2026
- Apify Actors in Storedocs.apify.com/platform/actors/running/actors-in-store.md, read Nov 12, 2026
- Bright Data Amazon best sellers datasetsbrightdata.com/products/datasets/amazon/best-sellers, read Nov 12, 2026
- Thirdwatch Amazon Best Sellers Scraperapify.com/thirdwatch/amazon-bestsellers-scraper, read Nov 12, 2026
- Kestrel Amazon Best Sellers Scraperapify.com/kestrel/amazon-best-sellers-scraper, read Nov 12, 2026
- HasData Amazon Best Sellers Scraperhasdata.com/scrapers/amazon-bestsellers, read Nov 12, 2026
- ZenRows Amazon best sellers scraperzenrows.com/scrape/amazon-best-sellers, read Nov 12, 2026