Use case · Product research

# What does Amazon best-seller and product research data cost?

With the default inputs (best-seller lists: 200; checks per day: 1; products looked up per list: 20), the workload is 6,000 best seller requests and 120,000 product requests a month. The lowest confirmed cost is $28.98 a month at [Zyte API](https://ecom-data.freshcrawl.io/providers/zyte/) on its Pay as you go plan, and 34 providers can price it (as of 6 November 2026).

Workload at the defaults126,0006,000 best seller requests and 120,000 product requests a month

[Lowest confirmed cost$28.98 a monthZyte API · Pay as you go](https://ecom-data.freshcrawl.io/providers/zyte/)[Runner-up$29.00 a monthScrape.do](https://ecom-data.freshcrawl.io/providers/scrape-do/)

Providers that can price it34of 41 tracked

## Monthly cost by provider

Follow best-seller lists and look up the products that appear on them. Change the inputs to price your own volume.

Lists × checks per day × 30 best-seller requests, plus that × products per list in product requests.

**34 providers** for 6,000 best seller requests and 120,000 product requests a month126,000 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)) | $28.98 (Best sellers $1.38 · Product $27.60) | $0.230 | Pay as you go | Derived |
| 2 | [Scrape.do](https://ecom-data.freshcrawl.io/providers/scrape-do/) (Amazon Scraper API (plugin/amazon)) | $29.00 (Best sellers $1.38 · Product $27.62) | $0.230 | Hobby | Published |
| 3 | [ScrapeOps Proxy API Aggregator](https://ecom-data.freshcrawl.io/providers/scrapeops/) (Proxy API Aggregator (raw HTML, with Auto Extract parser)) | $29.00 (Best sellers $1.38 · Product $27.62) | $0.230 | 250,000 credits | Derived |
| 4 | [Scrapingdog](https://ecom-data.freshcrawl.io/providers/scrapingdog/) (Amazon APIs) | $40.00 (Best sellers $8.00 · Product $32.00) | $0.317 | Lite | Published |
| 5 | [Keepa API](https://ecom-data.freshcrawl.io/providers/keepa/) (Keepa API) | $55.00 (Best sellers $39.28 · Product $15.71) | $0.436 | Starter (20 tokens/min) | Published |
| 6 | [Crawlbase](https://ecom-data.freshcrawl.io/providers/crawlbase/) (Crawling API (with Amazon scrapers)) | $99.00 (Best sellers $4.71 · Product $94.29) | $0.786 | Starter | Derived |
| 7 | [Decodo](https://ecom-data.freshcrawl.io/providers/decodo/) (Web Data API (/scrape, Amazon templates)) | $99.00 (Best sellers $4.71 · Product $94.29) | $0.786 | Regular $99 | Derived |
| 8 | [ScrapingBee](https://ecom-data.freshcrawl.io/providers/scrapingbee/) (General scraping API (Amazon URLs)) | $99.00 (Best sellers $4.71 · Product $94.29) | $0.786 | Startup | Derived |
| 9 | [Oxylabs Web Scraper API](https://ecom-data.freshcrawl.io/providers/oxylabs/) (Web Scraper API (Amazon targets)) | $100 (Best sellers $4.76 · Product $95.24) | $0.794 | Basic | Published |
| 10 | [Scrapeless](https://ecom-data.freshcrawl.io/providers/scrapeless/) (Web Unlocker (Universal Scraping API, actor unlocker.webunlocker)) | $113 (Best sellers $5.40 · Product $108) | $0.900 | Web Unlocker: Growth | Derived |
| 11 | [ScraperAPI](https://ecom-data.freshcrawl.io/providers/scraperapi/) (Scraping API (raw HTML or markdown)) | $149 (Best sellers $7.10 · Product $142) | $1.18 | Startup | Derived |
| 12 | [Firecrawl](https://ecom-data.freshcrawl.io/providers/firecrawl/) (Scrape (markdown / raw HTML)) | $164 (Best sellers $7.81 · Product $156) | $1.30 | Standard | Derived |
| 13 | [Pangolinfo](https://ecom-data.freshcrawl.io/providers/pangolinfo/) (Amazon Scraper API (raw HTML / Markdown)) | $175 (Best sellers $8.33 · Product $167) | $1.39 | Add-on package (20,000 credits) | Derived |
| 14 | [Bright Data](https://ecom-data.freshcrawl.io/providers/brightdata/) (Web Unlocker API) | $189 (Best sellers $9.00 · Product $180) | $1.50 | Web Unlocker Pay as you go | Derived |
| 15 | [Outscraper](https://ecom-data.freshcrawl.io/providers/outscraper/) (Amazon Products Scraper) | $220–$268† (Best sellers $97.78–$146 · Product $122–$122) | $1.75–$2.13 | Products pay as you go | Estimate † |
| 16 | [Rayobyte Web Scraping API (Scraping Robot)](https://ecom-data.freshcrawl.io/providers/rayobyte/) (Web Scraping API) | $227 (Best sellers $10.80 · Product $216) | $1.80 | Self-serve | Derived |
| 17 | [scrapestack](https://ecom-data.freshcrawl.io/providers/scrapestack/) (scrapestack API) | $240 (Best sellers $11.43 · Product $229) | $1.90 | Business | Derived |
| 18 | [HasData](https://ecom-data.freshcrawl.io/providers/hasdata/) (Amazon no-code scrapers) | $249 (Best sellers $1.24 · Product $248) | $1.98 | Growth 3M | Published |
| 19 | [ScrapingAnt](https://ecom-data.freshcrawl.io/providers/scrapingant/) (Web Scraping API (/v2/general)) | $249 (Best sellers $11.86 · Product $237) | $1.98 | Business | Derived |
| 20 | [WebScrapingAPI](https://ecom-data.freshcrawl.io/providers/webscrapingapi/) (Scraper API) | $249 (Best sellers $11.86 · Product $237) | $1.98 | Premium | Derived |
| 21 | [Zenscrape](https://ecom-data.freshcrawl.io/providers/zenscrape/) (Zenscrape Web Scraping API) | $250 (Best sellers $11.90 · Product $238) | $1.98 | Large | Derived |
| 22 | [Thordata](https://ecom-data.freshcrawl.io/providers/thordata/) (Web Scraper API (Amazon scrapers)) | $250–$500† (Best sellers $150–$417 · Product $100–$83.33) | $1.98–$3.97 | 150K credits | Estimate † |
| 23 | [ZenRows](https://ecom-data.freshcrawl.io/providers/zenrows/) (Fetch + Extract (mode=auto, extract=auto)) | $279† (Best sellers $13.29–$31.00 · Product $266–$248) | $2.21 | Growth 279 | Estimate † |
| 24 | [Novada](https://ecom-data.freshcrawl.io/providers/novada/) (Scraper API (Amazon scrapers)) | $290–$462† (Best sellers $13.81–$330 · Product $276–$132) | $2.30–$3.67 | Ultra $290/mo (Scraper API, General Scraping $1.1/1k results) | Estimate † |
| 25 | [Diffbot](https://ecom-data.freshcrawl.io/providers/diffbot/) (Extract API (Product, List)) | $299–$301† (Best sellers $14.24–$14.33 · Product $285–$287) | $2.37–$2.39 | Startup | Estimate † |
| 26 | [Spider](https://ecom-data.freshcrawl.io/providers/spider/) (Scrape / Crawl API) | $338–$368† (Best sellers $12.00–$42.00 · Product $326) | $2.68–$2.92 | Pay per request | Estimate † |
| 27 | [Rainforest API (Traject Data)](https://ecom-data.freshcrawl.io/providers/rainforest/) (Product Data API) | $375 (Best sellers $17.86 · Product $357) | $2.98 | Production | Derived |
| 28 | [OpenWeb Ninja Real-Time Amazon Data API](https://ecom-data.freshcrawl.io/providers/openwebninja/) (Real-Time Amazon Data API) | $378 (Best sellers $18.00 · Product $360) | $3.00 | Credits (prepaid) | Published |
| 29 | [Apify](https://ecom-data.freshcrawl.io/providers/apify/) (Amazon Products Scraper (curious_coder/amazon-scraper)) | $420† (Best sellers $300 · Product $120) | $3.33 | Starter | Estimate † |
| 30 | [Piloterr](https://ecom-data.freshcrawl.io/providers/piloterr/) (Amazon scraper APIs) | $499 (Best sellers $23.76 · Product $475) | $3.96 | Startup+ | Published |
| 31 | [ScrapeHero Cloud](https://ecom-data.freshcrawl.io/providers/scrapehero/) (ScrapeHero Cloud (Amazon APIs and scrapers)) | $500 (Best sellers $23.81 · Product $476) | $3.97 | Mega | Published |
| 32 | [Scrapfly](https://ecom-data.freshcrawl.io/providers/scrapfly/) (Web Scraping API (Unblocker, optional Extraction)) | $500 (Best sellers $23.81 · Product $476) | $3.97 | Enterprise | Derived |
| 33 | [Canopy API](https://ecom-data.freshcrawl.io/providers/canopyapi/) (Amazon Product Data API (REST, GraphQL, MCP)) | $947 (Best sellers $45.10 · Product $902) | $7.52 | Premium | Published |
| 34 | [PriceAPI](https://ecom-data.freshcrawl.io/providers/priceapi/) (PriceAPI Amazon source) | $1,413 (Best sellers $67.29 · Product $1,346) | $11.22 | Starter | Derived |

† 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.

**7 providers cannot price this workload**

- [Amazon Scraper API](https://ecom-data.freshcrawl.io/providers/amazonscraperapi/) No price for best sellers requests.
- [DataForSEO Merchant API (Amazon)](https://ecom-data.freshcrawl.io/providers/dataforseo/) No price for best sellers requests.
- [Easyparser](https://ecom-data.freshcrawl.io/providers/easyparser/) No price for best sellers requests.
- [Nimble](https://ecom-data.freshcrawl.io/providers/nimbleway/) No single product prices every request type in the mix.
- [SerpApi](https://ecom-data.freshcrawl.io/providers/serpapi/) No single product prices every request type in the mix.
- [Unwrangle](https://ecom-data.freshcrawl.io/providers/unwrangle/) No price for best sellers requests.
- [Zinc API](https://ecom-data.freshcrawl.io/providers/zinc/) No price for best sellers requests.

## Questions

**Which provider is cheapest for product 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/) ($28.98), [Scrape.do](https://ecom-data.freshcrawl.io/providers/scrape-do/) ($29.00), [ScrapeOps Proxy API Aggregator](https://ecom-data.freshcrawl.io/providers/scrapeops/) ($29.00).

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

Lists × checks per day × 30 best-seller requests, plus that × products per list in product requests. At the default inputs that is 6,000 best seller requests and 120,000 product requests a month.

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

At ten times the default workload the lowest confirmed cost is $199 a month at [ScrapeOps Proxy API Aggregator](https://ecom-data.freshcrawl.io/providers/scrapeops/), compared with $28.98 at the default volume.

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

7 providers cannot be priced for this workload. Reasons: no price for best sellers requests (5 providers); no single product prices every request type in the mix (2 providers).

## Related

### Request types in this job

- [Best sellers](https://ecom-data.freshcrawl.io/amazon/bestsellers/)
- [Product](https://ecom-data.freshcrawl.io/amazon/product/)

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