Use case · Seller research

# What does Amazon seller data cost with an API?

With the default inputs (sellers: 1,000; storefront pages per seller: 3; checks per week: 1), the workload is 4,286 seller profile requests and 12,857 seller storefront requests a month. The lowest confirmed cost is $3.94 a month at [Zyte API](https://ecom-data.freshcrawl.io/providers/zyte/) on its Pay as you go plan, and 29 providers can price it (as of 6 November 2026).

Workload at the defaults17,1434,286 seller profile requests and 12,857 seller storefront requests a month

[Lowest confirmed cost$3.94 a monthZyte API · Pay as you go](https://ecom-data.freshcrawl.io/providers/zyte/)[Runner-up$9.00 a monthScrapeOps Proxy API Aggregator](https://ecom-data.freshcrawl.io/providers/scrapeops/)

Providers that can price it29of 41 tracked

## Monthly cost by provider

Profile third-party sellers and list what they sell. Change the inputs to price your own volume.

Sellers × checks per week × 4.3 profile requests, plus storefront pages for each.

**29 providers** for 4,286 seller profile requests and 12,857 seller storefront requests a month17,143 requests in total

| # | Provider | Per month | Per 1k, blended | Plan | Source |
| --- | --- | --- | --- | --- | --- |
| 1 | [Zyte API](https://ecom-data.freshcrawl.io/providers/zyte/) (Zyte API (HTTP / browser, raw output)) | $3.94 (Seller profile $0.99 · Seller storefront $2.96) | $0.230 | Pay as you go | Derived |
| 2 | [ScrapeOps Proxy API Aggregator](https://ecom-data.freshcrawl.io/providers/scrapeops/) (Proxy API Aggregator (raw HTML, with Auto Extract parser)) | $9.00 (Seller profile $2.25 · Seller storefront $6.75) | $0.525 | 25,000 credits | Derived |
| 3 | [Oxylabs Web Scraper API](https://ecom-data.freshcrawl.io/providers/oxylabs/) (Web Scraper API (Amazon targets)) | $15.00 (Seller profile $3.75 · Seller storefront $11.25) | $0.875 | Starter | Derived |
| 4 | [Nimble](https://ecom-data.freshcrawl.io/providers/nimbleway/) (Extract API (raw HTML or markdown)) | $17.14 (Seller profile $4.29 · Seller storefront $12.86) | $1.00 | Pay as you go (Extract API) | Derived |
| 5 | [Scrapeless](https://ecom-data.freshcrawl.io/providers/scrapeless/) (Web Unlocker (Universal Scraping API, actor unlocker.webunlocker)) | $17.14 (Seller profile $4.29 · Seller storefront $12.86) | $1.00 | Web Unlocker: Basic (pay as you go) | Derived |
| 6 | [Decodo](https://ecom-data.freshcrawl.io/providers/decodo/) (Web Data API (/scrape, Amazon templates)) | $19.00 (Seller profile $4.75 · Seller storefront $14.25) | $1.11 | Regular $19 | Derived |
| 7 | [Scrape.do](https://ecom-data.freshcrawl.io/providers/scrape-do/) (Amazon Scraper API (plugin/amazon)) | $29.00 (Seller profile $7.25 · Seller storefront $21.75) | $1.69 | Hobby | Published |
| 8 | [Rayobyte Web Scraping API (Scraping Robot)](https://ecom-data.freshcrawl.io/providers/rayobyte/) (Web Scraping API) | $30.86 (Seller profile $7.71 · Seller storefront $23.14) | $1.80 | Self-serve | Derived |
| 9 | [Spider](https://ecom-data.freshcrawl.io/providers/spider/) (Scrape / Crawl API) | $34.29–$120† (Seller profile $8.57–$30.00 · Seller storefront $25.71–$90.00) | $2.00–$7.00 | Pay per request | Estimate † |
| 10 | [Scrapingdog](https://ecom-data.freshcrawl.io/providers/scrapingdog/) (Web Scraping API) | $40.00–$90.00† (Seller profile $10.00–$22.50 · Seller storefront $30.00–$67.50) | $2.33–$5.25 | Lite | Estimate † |
| 11 | [Easyparser](https://ecom-data.freshcrawl.io/providers/easyparser/) (Amazon API (real-time and bulk)) | $49.00 (Seller profile $12.25 · Seller storefront $36.75) | $2.86 | Beginner | Published |
| 12 | [ScraperAPI](https://ecom-data.freshcrawl.io/providers/scraperapi/) (Scraping API (raw HTML or markdown)) | $49.00 (Seller profile $12.25 · Seller storefront $36.75) | $2.86 | Hobby | Derived |
| 13 | [ScrapingAnt](https://ecom-data.freshcrawl.io/providers/scrapingant/) (Web Scraping API (/v2/general)) | $49.00 (Seller profile $12.25 · Seller storefront $36.75) | $2.86 | Startup | Derived |
| 14 | [ScrapingBee](https://ecom-data.freshcrawl.io/providers/scrapingbee/) (General scraping API (Amazon URLs)) | $49.00 (Seller profile $12.25 · Seller storefront $36.75) | $2.86 | Freelance | Derived |
| 15 | [WebScrapingAPI](https://ecom-data.freshcrawl.io/providers/webscrapingapi/) (Scraper API) | $49.00 (Seller profile $12.25 · Seller storefront $36.75) | $2.86 | Basic | Derived |
| 16 | [OpenWeb Ninja Real-Time Amazon Data API](https://ecom-data.freshcrawl.io/providers/openwebninja/) (Real-Time Amazon Data API) | $51.43 (Seller profile $12.86 · Seller storefront $38.57) | $3.00 | Credits (prepaid) | Published |
| 17 | [Crawlbase](https://ecom-data.freshcrawl.io/providers/crawlbase/) (Crawling API (with Amazon scrapers)) | $51.60 (Seller profile $7.37 · Seller storefront $44.23) | $3.01 | Pay as you go | Derived |
| 18 | [Keepa API](https://ecom-data.freshcrawl.io/providers/keepa/) (Keepa API) | $55.00 (Seller profile $1.77 · Seller storefront $53.22) | $3.21 | Starter (20 tokens/min) | Published |
| 19 | [Novada](https://ecom-data.freshcrawl.io/providers/novada/) (Scraper API (Amazon scrapers)) | $55.00–$290† (Seller profile $13.75–$9.36 · Seller storefront $41.25–$281) | $3.21–$16.92 | Plus $55/mo (Scraper API, General Scraping $1.4/1k results) | Estimate † |
| 20 | [HasData](https://ecom-data.freshcrawl.io/providers/hasdata/) (Amazon APIs) | $59.00 (Seller profile $14.75 · Seller storefront $44.25) | $3.44 | Startup | Published |
| 21 | [Zenscrape](https://ecom-data.freshcrawl.io/providers/zenscrape/) (Zenscrape Web Scraping API) | $59.99–$99.99 (Seller profile $15.00–$25.00 · Seller storefront $44.99–$74.99) | $3.50–$5.83 | Small | Derived |
| 22 | [ZenRows](https://ecom-data.freshcrawl.io/providers/zenrows/) (Fetch + Extract (mode=auto, extract=auto)) | $69.00–$99.00† (Seller profile $17.25–$24.75 · Seller storefront $51.75–$74.25) | $4.02–$5.77 | Launch 69 | Estimate † |
| 23 | [Firecrawl](https://ecom-data.freshcrawl.io/providers/firecrawl/) (Scrape (markdown / raw HTML)) | $79.72 (Seller profile $19.93 · Seller storefront $59.79) | $4.65 | Hobby | Derived |
| 24 | [scrapestack](https://ecom-data.freshcrawl.io/providers/scrapestack/) (scrapestack API) | $79.99 (Seller profile $20.00 · Seller storefront $59.99) | $4.67 | Professional | Derived |
| 25 | [Canopy API](https://ecom-data.freshcrawl.io/providers/canopyapi/) (Amazon Product Data API (REST, GraphQL, MCP)) | $99.00 (Seller profile $24.75 · Seller storefront $74.25) | $5.77 | Premium | Derived |
| 26 | [Piloterr](https://ecom-data.freshcrawl.io/providers/piloterr/) (Website Rendering and WebUnlocker (generic)) | $99.00–$249† (Seller profile $24.75–$62.25 · Seller storefront $74.25–$187) | $5.77–$14.52 | Premium+ | Estimate † |
| 27 | [Scrapfly](https://ecom-data.freshcrawl.io/providers/scrapfly/) (Web Scraping API (Unblocker, optional Extraction)) | $100 (Seller profile $25.00 · Seller storefront $75.00) | $5.83 | Pro | Derived |
| 28 | [Rainforest API (Traject Data)](https://ecom-data.freshcrawl.io/providers/rainforest/) (Product Data API) | $167 (Seller profile $41.82 · Seller storefront $125) | $9.76 | Starter | Derived |
| 29 | [Thordata](https://ecom-data.freshcrawl.io/providers/thordata/) (Web Scraper API (Amazon scrapers)) | $210–$750† (Seller profile $4.29–$4.14 · Seller storefront $206–$746) | $12.25–$43.75 | 30K credits | Estimate † |

† Estimate: our assumption, or a volume beyond the largest published plan priced at that plan’s rate. ‡ From a third-party source. Unmarked figures come from the provider’s own pages.

**12 providers cannot price this workload**

- [Amazon Scraper API](https://ecom-data.freshcrawl.io/providers/amazonscraperapi/) No price for seller profile and seller storefront requests.
- [Apify](https://ecom-data.freshcrawl.io/providers/apify/) No single product prices every request type in the mix.
- [Bright Data](https://ecom-data.freshcrawl.io/providers/brightdata/) No single product prices every request type in the mix.
- [DataForSEO Merchant API (Amazon)](https://ecom-data.freshcrawl.io/providers/dataforseo/) No price for seller profile and seller storefront requests.
- [Diffbot](https://ecom-data.freshcrawl.io/providers/diffbot/) No price for seller profile requests.
- [Outscraper](https://ecom-data.freshcrawl.io/providers/outscraper/) No price for seller profile requests.
- [Pangolinfo](https://ecom-data.freshcrawl.io/providers/pangolinfo/) No price for seller profile requests.
- [PriceAPI](https://ecom-data.freshcrawl.io/providers/priceapi/) No price for seller storefront requests.
- [ScrapeHero Cloud](https://ecom-data.freshcrawl.io/providers/scrapehero/) No price for seller profile and seller storefront requests.
- [SerpApi](https://ecom-data.freshcrawl.io/providers/serpapi/) No price for seller profile requests.
- [Unwrangle](https://ecom-data.freshcrawl.io/providers/unwrangle/) No price for seller profile and seller storefront requests.
- [Zinc API](https://ecom-data.freshcrawl.io/providers/zinc/) No price for seller profile and seller storefront requests.

## Questions

**Which provider is cheapest for seller research?**

At the default inputs, the lowest confirmed monthly costs as of 6 November 2026 are [Zyte API](https://ecom-data.freshcrawl.io/providers/zyte/) ($3.94), [ScrapeOps Proxy API Aggregator](https://ecom-data.freshcrawl.io/providers/scrapeops/) ($9.00), [Oxylabs Web Scraper API](https://ecom-data.freshcrawl.io/providers/oxylabs/) ($15.00).

**How many requests does seller research take a month?**

Sellers × checks per week × 4.3 profile requests, plus storefront pages for each. At the default inputs that is 4,286 seller profile requests and 12,857 seller storefront requests a month.

**What does ten times the volume cost?**

At ten times the default workload the lowest confirmed cost is $29.00 a month at [Scrape.do](https://ecom-data.freshcrawl.io/providers/scrape-do/), compared with $3.94 at the default volume.

**Why can some providers not be priced for seller research?**

12 providers cannot be priced for this workload. Reasons: no price for seller profile and seller storefront requests (5 providers); no price for seller profile requests (4 providers); no single product prices every request type in the mix (2 providers).

## Related

### Request types in this job

- [Seller profile](https://ecom-data.freshcrawl.io/amazon/seller/)
- [Seller storefront](https://ecom-data.freshcrawl.io/amazon/seller_products/)

### Other use cases

- [Price and Buy Box monitoring](https://ecom-data.freshcrawl.io/use-cases/price-monitoring/)
- [Seller and offer monitoring](https://ecom-data.freshcrawl.io/use-cases/seller-monitoring/)
- [Keyword rank tracking](https://ecom-data.freshcrawl.io/use-cases/rank-tracking/)
- [Review monitoring](https://ecom-data.freshcrawl.io/use-cases/review-monitoring/)
- [Category and catalogue crawl](https://ecom-data.freshcrawl.io/use-cases/catalog-crawl/)
- [Product research](https://ecom-data.freshcrawl.io/use-cases/product-research/)
- [Price history](https://ecom-data.freshcrawl.io/use-cases/price-history/)
- [Deal tracking](https://ecom-data.freshcrawl.io/use-cases/deal-tracking/)

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Source: https://ecom-data.freshcrawl.io/use-cases/seller-research/ (prices as of 2026-11-06). Run by the freshcrawl team.