Bright Data Amazon dataset alternative in 2026, priced per row
Bright Data sells 7 Amazon datasets, 1.9B+ records in all, at up to $0.0025 a record with a $250 minimum order. Amazon products holds 758.5M records, best seller products 171.7M, reviews 43.1M and sellers info 3.1M.
SpecStream is the live web data engine for teams and agents. Describe the Amazon products, best sellers or sellers you track, and get one row per match from the live web, at 5¢, 15¢ or $1 a row, rerun as often as hourly.
New accounts get $10 of credit, no card.
SpecStream and the Bright Data Amazon datasets side by side
| SpecStream | Bright Data | |
|---|---|---|
| What you send | The products, best sellers or sellers you want in plain words: the store, the category, the conditions every row must meet and the facts to bring back | A pick of one Amazon dataset, narrowed by filters on the fields it holds or by one prompt that sets the filters. A record limit then picks records at random |
| What you can buy | Any Amazon job as one request: products, best sellers, search results, reviews or sellers, priced at the same row rates | 7 datasets: Amazon products (758.5M records), Amazon products global (931.6M), Amazon best seller products (171.7M), Amazon products search (20M), Amazon Reviews (43.1M), Amazon Walmart (5.8M) and Amazon sellers info (3.1M) |
| What you get back | Structured rows, one per matching product or seller. Source URL and read time on every value | A snapshot file of records. A product record holds title, seller name, brand, description, initial price, currency, availability, reviews count and more |
| How old the data is | Read from the live web during your run, with the read time on every value | Collected in advance, within the last days to months, or freshly collected on demand at the time of your order |
| Price per record | A delivered row: 5¢ for up to 5 facts, such as the title, price, rating, rating count and rank of a product, 15¢ for up to 15 facts and one set of related records, $1 for a deep row with no limit. The same rate on every plan | Up to $0.0025 a record, $2.50 per 1,000, in tiers of 100K, 500K, 1M, 5M and 20M records or the complete dataset. The same rate on each of the 7 Amazon datasets |
| The smallest order | $10 of credit on sign-up, no card. At 5¢ a row, 200 products cost $10 | $250 for the 100K record tier, one time. A free data sample on each dataset page |
| Scheduled delivery | A saved request reruns hourly to yearly, inside the spending limits you set | One time, biannual, quarterly, monthly, weekly or daily, with 25% off biannual, 50% off quarterly and 80% off monthly |
| Only what changed | Each row comes back labeled changed, unchanged or no longer matching. A changed or new row costs half its rate, an unchanged row 1¢ | Smart data updates deliver only New Records or Updated Records, and you pay for those records |
| Collecting by URL | Deep Search does the searching and the reading and bills only delivered rows. A row left out, a retry and a run that finds nothing are not charged | The Amazon Scraper API takes an Amazon URL and returns JSON, at $1.50 per 1,000 records pay as you go, with 5,000 free credits every month |
| Where the data goes | Google Sheets, Excel, Airtable, Notion, monday.com, HubSpot, Salesforce, Pipedrive, Attio, Slack, Teams, Zapier, Make, n8n and signed webhooks | JSON, NDJSON, JSON Lines, CSV, XLSX or Parquet, to Amazon S3, Google Cloud Storage, Azure Blob, Snowflake, Google PubSub, SFTP, a webhook or email |
| MCP and API | MCP server, REST API, Python and TypeScript SDKs, a CLI and A2A. An agent can buy one request with no account, by card or in USDC | The Marketplace Dataset API, with SDKs for Python and JavaScript |
Why Bright Data Amazon dataset buyers move to SpecStream
Every Bright Data Amazon dataset and its price
Each of Bright Data's 7 Amazon datasets is priced the same: up to $0.0025 a record, which is $2.50 per 1,000 records, with a $250 minimum order for 100K records. Read on Nov 12, 2026, from Bright Data's Amazon datasets page:
Amazon products: 758.5M records with title, seller name, brand, description, initial price, currency, availability and reviews count. Amazon products global: 931.6M records with the same fields. Amazon best seller products: 171.7M records with title, seller name, brand, description, initial price, final price and final price high. Amazon products search: 20M records with ASIN, URL, name, sponsored, initial price, final price and sold.
Amazon Reviews: 43.1M records with URL, product name, product rating, rating, author name and ASIN. Amazon sellers info: 3.1M records with seller id, URL, seller name, description, stars, feedbacks and return policy. Amazon Walmart: 5.8M records with URL, and the Amazon title, seller name, brand, description and initial price.
On SpecStream each of these jobs is one request at the same three row rates. The 100 best sellers in one category, with title, price, rating, rating count and rank, are 100 rows at 5¢: $5. For reviews, see the Amazon reviews dataset comparison.
Only the products your question needs
A Bright Data Amazon dataset is a file of records collected in advance. Its filters work on the fields the dataset holds, and a record limit picks records at random. On SpecStream you write the products you need, such as "Products on the Amazon US Best Sellers list in Kitchen and Dining, with the title, price, star rating, rating count and best sellers rank". You see the conditions every row must meet and the facts to bring back before anything runs, and you get one row per matching product, with the source URL and read time on every value.
Start with $10, not a $250 order
The smallest Bright Data dataset order is the 100K record tier at $250. On SpecStream you get $10 of credit on sign-up, no card, and pay for the rows that meet your request: 5¢ for a row with up to 5 facts, 15¢ for up to 15 facts and one set of related records, such as a product's reviews, $1 for a deep row with no limit. At 5¢ a row, 200 products cost $10. The most a run can cost is quoted before it starts, and rows you already own are never charged again.
Schedules that label every change
Bright Data refreshes an Amazon dataset one time, biannual, quarterly, monthly, weekly or daily, with up to 80% off a monthly plan, and its smart data updates send only New Records or Updated Records. A saved SpecStream request reruns hourly to yearly, and each row comes back labeled changed, unchanged or no longer matching, so a product whose price or best sellers rank moved comes back labeled changed. A changed or new row costs half its rate (3¢, 8¢ or 50¢), and an unchanged row 1¢. The rows land in Slack, email, Sheets, HubSpot, Salesforce or a signed webhook, or in your agent through the MCP server.
Other Bright Data Amazon dataset alternatives
Apify Amazon Product Scraper and Amazon Best Sellers Scraper
Apify Actors you run yourself. The Amazon Product Scraper starts at $3.00 per 1,000 results and the Amazon Best Sellers Scraper at $3.20 per 1,000 items. You keep each run's output in your own storage. On SpecStream a saved request reruns hourly to yearly, and only delivered rows are billed.
Oxylabs Web Scraper API for Amazon
An API billed per result: Amazon pages without JavaScript start at $0.50 per 1,000 results, with $5 of welcome credits. Your code sends the URLs or queries and stores the results. SpecStream takes the question and returns finished rows, with the source of every value.
Rainforest API
An Amazon data API from Traject Data. The Starter plan is $83 a month, billed annually, for 10,000 credits, and an extra credit costs $0.0118. SpecStream has no monthly plan to start: $10 of credit, then rows at 5¢, 15¢ or $1.
Grepsr
A managed extraction service. Its Starter Pack for one time projects starts at $100, priced by data records, and its Growth Pack for recurring extractions has a custom price based on frequency and volume. On SpecStream you see the most a run can cost before it starts, and a saved request reruns on your schedule.
How SpecStream scores
The same numbers as the benchmarks page, from the official tasks and scorers.
How to switch from the Bright Data Amazon datasets
Write the products, best sellers or sellers you want in plain words, in place of the dataset filters you would set. 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": "Products on the Amazon US Best Sellers list in Kitchen and Dining, with the title, price, star rating, rating count and best sellers rank", "count": 25}'Approve that maximum by card through Stripe's Link agent wallet, or in USDC, and you pay for the rows found. On an account, your agent uses the MCP server at https://api.specstream.ai/mcp and your team uses the workspace, from the same balance. To keep the rows up to date, save the request and choose how often it reruns.
Comparing all of Bright Data's products? See Bright Data pricing, Bright Data alternatives and the Walmart products dataset comparison.
Frequently asked questions
Something we didn't answer? Talk to a human
What is the best alternative to Bright Data's Amazon datasets?
How much do Bright Data's Amazon datasets cost?
Which Amazon datasets does Bright Data sell?
Is there an Amazon best sellers dataset?
How much is Bright Data's Amazon Scraper API?
Is there Amazon data without a $250 minimum?
Does SpecStream have an MCP server?
https://api.specstream.ai/mcp over Streamable HTTP, with OAuth or an API key. Connecting an agent is free on every plan, and it spends from the same balance as your team, inside the limits you set on its key.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
- Bright Data Amazon datasetsbrightdata.com/products/datasets/amazon, read Nov 12, 2026
- Bright Data Amazon best sellers datasetbrightdata.com/products/datasets/amazon/best-sellers, read Nov 12, 2026
- Bright Data dataset purchase optionsdocs.brightdata.com/products/marketplace/purchase-options, read Nov 12, 2026
- Bright Data Amazon Scraper APIdocs.brightdata.com/datasets/scrapers/amazon/introduction, read Nov 12, 2026
- Bright Data Scraper API pricingbrightdata.com/pricing/web-scraper, read Nov 12, 2026
- Apify Amazon Product Scraperapify.com/junglee/amazon-crawler, read Nov 12, 2026
- Apify Amazon Best Sellers Scraperapify.com/junglee/amazon-bestsellers, read Nov 12, 2026
- Oxylabs Amazon Scraper APIoxylabs.io/products/scraper-api/ecommerce/amazon, read Nov 12, 2026
- Rainforest API pricingtrajectdata.com/ecommerce/rainforest-api/pricing/, read Nov 12, 2026
- Grepsr pricinggrepsr.com/pricing/, read Nov 12, 2026




