---
title: "PEScience"
slug: pescience
date: 2026-10-04T11:38:29+00:00
modified: 2026-10-07T11:03:45+00:00
permalink: https://brightdata.com/products/datasets/pescience
type: page
---
Datasets
[Dataset Marketplace](#anc_marketp)
[Pricing](#anc_dspricing)
[AI Filter](#anc_filter)
[Bundles](#anc_bundles)
[Data for Agents](#anc_llm)
[FAQs](#anc_faq)
[](https://www.trustpilot.com/review/brightdata.com "4.6 out of five star rating on Trustpilot")[](https://www.g2.com/products/bright-data/reviews "4.7 out of 5 stars rating on G2")[](https://www.capterra.com/p/208755/Bright-Data "4.8 out of 5 stars rating on Capterra")
# PEScience Datasets
Use our PEScience dataset to access sports nutrition data, including prices, flavors, availability, and reviews, across Select Protein, pre-workouts, creatine, and hydration products. Ideal for supplement brands and nutrition retailers.
Contact sales[Start with Google](#)
Data-fields
32
Total records
379+
Starts at
Up to $0.0025 per record
Min Order
$250
## Trusted by 50,000+ customers worldwide
DATASET MARKETPLACE
## Available eCommerce Datasets
Access fresh, validated PEScience product data. Ensure hassle-free data access by using ready-made datasets.
- Demo data in JSON/CSV
- Fresh records
- Customize, enrich, and format the data
### Amazon products
Title, Seller name, Brand, Description, Initial price, Currency, Availability, Reviews count, and more.
eCommerce
Popular
38.6K+
6K+
Buy Now
### Amazon Reviews
URL, Product name, Product rating, Product rating object, Product rating max, Rating, Author name, Asin, and more.
eCommerce
8.2K+
927+
Buy Now
### Walmart - products
URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.
eCommerce
6K+
931+
Buy Now
### TikTok Shop
URL, Title, Available, Description, Currency, Initial price, Final price, Discount percent, and more.
eCommerce
6K+
700+
Buy Now
### Shein- Products
Product name, Description, Initial price, Final price, Currency, In stock, Color, Size, and more.
eCommerce
3K+
411+
Buy Now
### eBay
URL, Product id, Title, Seller name, Seller rating, Seller reviews, Breadcrumbs, Root category, and more.
eCommerce
2.8K+
384+
Buy Now
### Amazon sellers info
Seller id, URL, Seller name, Description, Detailed info, Stars, Feedbacks, Return policy, and more.
eCommerce
2.7K+
400+
Buy Now
### Google Shopping
URL, Product id, Title, Product description, Rating, Reviews count, Images, Variations, and more.
eCommerce
2.6K+
208+
Buy Now
### Home Depot US
URL, Domain, Country code, Model number, Sku, Product id, Product name, Manufacturer, and more.
eCommerce
2.3K+
374+
Buy Now
### Amazon products global dataset
Title, Seller name, Brand, Description, Initial price, Currency, Availability, Reviews count, and more.
eCommerce
2.2K+
383+
Buy Now
### Etsy
URL, Product id, Listing inventory id, Title, Rating, Reviews count shop, Reviews count item, Initial price, and more.
eCommerce
2K+
332+
Buy Now
### Amazon best seller products
Title, Seller name, Brand, Description, Initial price, Final price, Final price high, Currency, and more.
eCommerce
1.9K+
267+
Buy Now
### Amazon products search
Asin, URL, Name, Sponsored, Initial price, Final price, Currency, Sold, and more.
eCommerce
1.7K+
188+
Buy Now
### Target
URL, Product id, Title, Product description, Rating, Reviews count, Initial price, Discount, and more.
eCommerce
1.4K+
191+
Buy Now
### Amazon Walmart
URL, Title amazon, Seller name amazon, Brand amazon, Description amazon, Initial price amazon, Currency amazon, Availability amazon, and more.
eCommerce
1.2K+
135+
Buy Now
### Best Buy products
URL, Product id, Title, Images, Final price, Currency, Discount, Initial price, and more.
eCommerce
1.2K+
159+
Buy Now
### Zara - Products
Category id, Product id, Product name, Price, Currency, Colour code, Colour, Description, and more.
eCommerce
1.2K+
211+
Buy Now
### Lowes.com
URL, Domain, Marketplace pn, Sku, Other pn, Model number, Gtin ean pn, Product name, and more.
eCommerce
1.1K+
174+
Buy Now
### Lazada - Products
URL, Title, Rating, Reviews, Initial price, Final price, Currency, Stock, and more.
eCommerce
1.1K+
171+
Buy Now
### Ozon.ru products
URL, Sku, Breadcrumbs, Name, Rating, Review count, Description, Image, and more.
eCommerce
974+
119+
Buy Now
### Walmart sellers info
Seller id, URL, Catalog seller id, Seller name, Seller display name, Seller email, Seller phone, Seller about us, and more.
eCommerce
964+
94+
Buy Now
### Ikea - Products
Description, In stock, Color, Size, Reviews count, Main image, Category url, Category, and more.
eCommerce
963+
153+
Buy Now
### Naver products
URL, Product id, Title, Original price, Final price, Discount rate, Currency, Description, and more.
eCommerce
921+
52+
Buy Now
### Sephora products
URL, ID, Name, Sku, In stock, Regular price, Actual price, Unit price, and more.
eCommerce
899+
127+
Buy Now
### Wayfair products
URL, Product id, Title, Rating, Reviews count, Initial price, Discount, Final price, and more.
eCommerce
898+
97+
Buy Now
### mercadolivre.com.br products
URL, Product id, Title, Breadcrumbs, Category, Tags, Final price, Original price, and more.
eCommerce
877+
52+
Buy Now
### Google Shopping products search US
URL, Product id, Title, Final price, Initial price, Currency, Rating, Reviews count, and more.
eCommerce
856+
42+
Buy Now
### Digikey - Products
Product url, Category url, Part number, Description, Manufacturer, Manufacturer url, Datasheet url, Rohs compliant, and more.
eCommerce
805+
83+
Buy Now
### Mouser - Products
Product url, Category url, Mouser part num, Mfr part number, Manufacturer, Image, Image high, Manufacturer url, and more.
eCommerce
796+
100+
Buy Now
### Google Play Store reviews
URL, Review id, Reviewer name, Review date, Review rating, Review, Found helpful, App url, and more.
eCommerce
758+
39+
Buy Now
The dataset you're looking for is on its way
Let us know what you need, and we’ll have it ready for you soon!
Get dataset
Load more
### Need real time PEScience data? Use our [ PEScience Scraper API](https://brightdata.com/products/web-scraper/pescience)
### PEScience Datasets Pricing
Refresh rate
One-time
Biannual
Save 25%
Quarterly
Save 50%
Monthly
Save 80%
100K
500K
1M
5M
20M
Complete
Dataset
3TB
- Clean and validated
- Refreshed monthly
- JSON/CSV/Parquet
- Clean and validated
- Refreshed monthly
- JSON/CSV/Parquet
Records ${val_text}
Price per 1k records
${price}
Refresh discount
${disc_mark}${discount}%
Total Price
${total}
Buy Now
`; } function pricing\_range\_ent\_tooltip\_ds\_tpl(){ return ` Interested in a dataset with more than **20M records?**
Check out the marketplace now and get up to 90% discount.
`; } Your browser does not support the video tag.
### Filter the PEScience dataset with a single prompt
Describe exactly what you need, and let AI apply the perfect filters in seconds.
- Describe data needs in plain English
- AI applies accurate filters automatically
- Narrow huge datasets to only what matters to you
- Cut costs by skipping irrelevant data
- Export filtered data in your preferred format
Available delivery options
## Maximize value with strategic cost savings
### Smart data updates
Access only "New Records" or "Updated Records," ensuring you pay only for what you need".
### Dataset bundles
Gain greater value by purchasing two or more datasets together, with exclusive discounts.
### Volume discounts
Get more for less with significant savings when purchasing large datasets or updates subscriptions.
### Enriched Datasets
Save time and resources with pre-built datasets that combine multiple sources into one clean dataset.
Buy dataset
## PEScience dataset sample
The PEScience dataset includes product URLs, item IDs, titles, descriptions, product categories, prices, sale prices, availability, variants, variant attributes, star ratings, and review counts for each supplement.
Data sample Dictionary
Search attribute
## Power AI Agents Instantly
#### Our PEScience datasets are AI/LLM-optimized: clearly structured, well-documented, with code and recipes for easy LLM/chatbot integration.
### Structured & Clean
Pre-processed data with consistent schemas, perfect for AI model training and inference.
### Code Examples
Ready-to-use Python, Node.js, cURL, PHP, Go, Java, and Ruby snippets for easy integration with AI workflows.
### Documentation
Comprehensive guides and notebooks for ChatGPT, Claude, and other LLM integrations.
cURL
```bash
curl --request GET
--url https://api.brightdata.com/datasets/snapshots/{id}/download
--header 'Authorization: Bearer '
```
Python
```python
import requests
url = "https://api.brightdata.com/datasets/snapshots/{id}/download"
headers = {"Authorization": "Bearer "}
response = requests.get(url, headers=headers)
print(response.json())
```
Javascript
```javascript
const url = 'https://api.brightdata.com/datasets/snapshots/{id}/download';
const options = {method: 'GET', headers: {Authorization: 'Bearer '}, body: undefined};
try {
const response = await fetch(url, options);
const data = await response.json();
console.log(data);
} catch (error) {
console.error(error);
}
```
Java
```java
HttpResponse response = Unirest.get("https://api.brightdata.com/datasets/snapshots/{id}/download")
.header("Authorization", "Bearer ")
.asString();
```
Ruby
```ruby
require 'uri'
require 'net/http'
url = URI("https://api.brightdata.com/datasets/snapshots/{id}/download")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Get.new(url)
request["Authorization"] = 'Bearer '
response = http.request(request)
puts response.read_body
```
Buy dataset
## PEScience datasets tailored to your needs
Get easy to use, well-structured datasets for any use case
### Data subscription
Subscribe to access datasets at a significantly reduced cost.
### File output formats
JSON, NDJSON, JSON Lines, CSV, Parquet. Optional .gz compression.
### Flexible delivery
Snowflake, Amazon S3 bucket, Google Cloud, Azure, and SFTP.
### Scalable data
Scale without worrying about infra, proxy servers, or blocks.
### Cost savings
Customize any dataset using filters and formatting options.
### Code maintenance
Datasets are maintained based on website structure changes.
### Simplified integrations
Benefit from integrations with Snowflake and AWS.
### 24/7 support
A dedicated team of data professionals is here to help.
### Leaders in compliance
Data is ethically obtained and compliant with all privacy laws.
## Get structured and reliable PEScience data
Buy now
## We’ll provide the data while you focus on the rest
### High-volume web data
With our unblocking capabilities and round-the-clock IP rotation we ensure access to all data points on a website.
### Data for immediate use
Every aspect of the data collection process is thoroughly validated as part of our robust data validation process.
### Automated data flow
Create custom schedules to automate data delivery and watch the data flow seamlessly into your storage.
Use cases
## PEScience dataset use cases
Trusted and verified PEScience data for your business.
#### Protein and pre-workout pricing
Price
Sale price
Product category
Compare PEScience prices and sale prices across protein, pre-workout, creatine, and hydration products to benchmark supplement pricing.
#### Supplement variant lineup
Variants
Variant attributes
Group ID
See how Select Protein, Prolific, and other products are split into variants and which attributes define each option.
#### Supplement review analysis
Star rating
Review count
Reviews
Read ratings and reviews to see which proteins and pre-workouts customers rate highest and what they say about taste and results.
#### Best-seller stock monitoring
Availability
Availability date
Title
Track when best-sellers like Select Protein or Versalyte go out of stock and when restocks are listed, to plan competing inventory.
Bright Data is used by world's top brands
- [
---
Elio Narciso
Co-founder and CEO at ScaleStack
](https://www.youtube.com/embed/j0BYFsK3k54)
- [
---
Jessica Zizzamia
Head of Product at Vibeslist
](https://www.youtube.com/embed/Qki-yHyCYt4)
- [
---
Arjun Chintapalli
Co-Founder & CTO of RTRVR
](https://www.youtube.com/embed/xUhRwFPIphI)
- [
---
TJ Richardson
Co-founder at Fundable
](https://www.youtube.com/embed/fT0ndFBQ-Vs)
- [
---
Saroop Bharwani
Co-founder at Senso
](https://www.youtube.com/embed/6Lo0w1hxAso)
- [
---
Constantine Janashvilli
Co-founder at Parallax Vision
](https://www.youtube.com/embed/vcfDCWutHyo)
- [
---
Bhavani Kalisetty
Co-Founder & CTO of RTRVR
](https://www.youtube.com/embed/EcBiLXl57N0)
## PEScience Dataset FAQs
[### How often is the PEScience dataset updated?](<#How often is the PEScience dataset updated?>)The PEScience dataset is available with flexible refresh schedules: one-time, bi-annual, quarterly, monthly, weekly, or daily - with deeper discounts for higher-frequency subscriptions (up to 80% off on monthly plans). You can also choose between **pre-collected data** (instantly available, collected within the last days to months) or **freshly collected data** gathered on-demand at the time of your order. The freshness window can be defined before checkout.
[### Can I purchase a subset of the PEScience dataset?](<#Can I purchase a subset of the PEScience dataset?>)Yes. You can filter the PEScience dataset to include only the records and data fields you need - by geography, timeframe, category, or any supported field - using Bright Data's AI-powered filter tool or the [Filter Dataset API](https://docs.brightdata.com/api-reference/marketplace-dataset-api/filter-dataset). You only pay for the records in your filtered snapshot, which can substantially reduce cost. Filters support operators like equals, includes, greater than, is null, and more, with up to 3 levels of nested logic.
[### What formats and delivery options are available for the PEScience dataset?](<#What formats and delivery options are available for the PEScience dataset?>)The PEScience dataset is delivered in your choice of **JSON, NDJSON, JSON Lines, CSV, XLSX, or Parquet**, with optional **.gz compression**. Delivery destinations include: **Amazon S3, Google Cloud Storage, Microsoft Azure Blob, Snowflake, Google PubSub, SFTP, Webhook, or Email**. You can also download directly via the Control Panel (up to 5 GB) or retrieve programmatically via the [Snapshot Download API](https://docs.brightdata.com/api-reference/marketplace-dataset-api/download-the-file-by-snapshot_id). For snapshots larger than 5 GB, download links are sent by email.
[### Can I get a free sample of the PEScience dataset before purchasing?](<#Can I get a free sample of the PEScience dataset before purchasing?>)Yes. Every dataset in the Bright Data Marketplace - including the PEScience dataset - offers a downloadable data sample at no cost. You can preview the data schema, field definitions, and a representative set of records to evaluate quality, coverage, and relevance before committing to a purchase. Samples are available directly from the dataset page in the [Bright Data Marketplace](/products/datasets).
[### Can I request specific data fields or a custom version of the PEScience dataset?](<#Can I request specific data fields or a custom version of the PEScience dataset?>)Yes. You can customize the PEScience dataset to include only the specific fields you need, hiding irrelevant columns to reduce cost and simplify integration. For more advanced needs - such as a proprietary data schema, enriched fields, or a source not currently in the marketplace - Bright Data's team can build a custom dataset tailored to your requirements. Contact the sales team to discuss your use case.
[### How does the PEScience dataset integrate with my existing systems and workflows?](<#How does the PEScience dataset integrate with my existing systems and workflows?>)The PEScience dataset is built for seamless integration. You can pull data programmatically using the [Marketplace Dataset API](https://docs.brightdata.com/api-reference/marketplace-dataset-api/filter-dataset) (with SDKs available for Python and JavaScript), push results directly to your data warehouse or cloud storage, or connect via native integrations with tools like **Snowflake, AWS, Google Cloud, Databricks**, and automation platforms like **Zapier, Make.com, and n8n**. The async workflow (trigger - poll - download) makes it easy to embed into any pipeline.
[### Is the PEScience dataset ethically sourced and legally compliant?](<#Is the PEScience dataset ethically sourced and legally compliant?>)Yes. All Bright Data datasets - including PEScience - are collected exclusively from **publicly available online sources** in compliance with applicable laws and regulations, including **GDPR, CCPA**, and Bright Data's own Code of Ethics. Bright Data holds **ISO 27001 certification** and is SOC 2 compliant. Data undergoes rigorous quality assurance before delivery. You can review Bright Data's full compliance posture at the [Trust Center](/trustcenter).
[### What does the PEScience dataset cost, and are there volume discounts?](<#What does the PEScience dataset cost, and are there volume discounts?>)Pricing for the PEScience dataset starts at **$250 for 100K records** (approximately $0.0025 per record) for a one-time purchase. Subscription plans unlock significant savings: up to **25% off bi-annual, 50% off quarterly, and 80% off monthly** refresh plans. Volume tiers are available for 100K, 500K, 1M, 5M, and 20M+ records. Dataset bundles (purchasing two or more datasets together) and smart update options (paying only for new or changed records) provide additional savings. For enterprise-scale pricing, contact the Bright Data sales team.
[### What is a snapshot, and how does the PEScience dataset delivery process work?](<#What is a snapshot, and how does the PEScience dataset delivery process work?>)When you order the PEScience dataset - or filter it via API - Bright Data generates a **snapshot**: a point-in-time export of your selected records. The async workflow runs as follows: (1) your order or API call **triggers** the collection job; (2) you can **poll** the job status using the snapshot ID; (3) once complete, you **download** the snapshot via the API or your configured delivery destination. Snapshot metadata (including error codes and initiation type) is accessible via the [Snapshot Metadata API](https://docs.brightdata.com/api-reference/marketplace-dataset-api/get-snapshot-meta).
[### Can I use the PEScience dataset for AI and machine learning projects?](<#Can I use the PEScience dataset for AI and machine learning projects?>)Yes. The PEScience dataset is structured and validated for immediate use in AI and ML workflows, including **LLM fine-tuning, model training, RAG pipelines, and agent knowledge bases**. Data is delivered in standard ML-ready formats (JSON, Parquet, NDJSON) with consistent schemas and documented field definitions accessible via the [Dataset Metadata API](https://docs.brightdata.com/api-reference/marketplace-dataset-api/get-dataset-metadata). Bright Data also offers specialized AI data packages and a web archive with 50+ PB of historical data for large-scale pre-training.
[### What fields does one PEScience record include?](<#What fields does one PEScience record include?>)One record in the PEScience dataset corresponds to a single entity — for example, one person profile, one product listing, one post, or one company — depending on the dataset type. Each record contains all the data fields collected for that entity in a single row or JSON object. The exact fields vary by dataset: for example, a LinkedIn profile record includes fields such as name, current title, company, location, experience history, education, skills, and connections count (42 fields total), while an Amazon product record includes title, brand, ASIN, price, availability, ratings, reviews count, and seller details. You can view the full list of fields — along with descriptions and data types — in the **Data Dictionary** tab on this page, or download a free sample to inspect a representative set of real records before purchasing. If you need only a subset of fields, you can hide irrelevant columns at checkout to reduce cost and simplify integration.
[### How many PEScience records do I need?](<#How many PEScience records do I need?>)The number of records you need depends on your use case. As a general rule, one record equals one entity (one person, one product, one post, one company, etc.). Here are common reference points to help you estimate:
- **Proof of concept / MVP:** 100K records ($250 one-time) is typically sufficient to validate a model, test a pipeline, or build an initial dataset.
- **Mid-scale analysis:** 500K to 1M records covers most market research, competitive intelligence, or training data projects.
- **Production pipelines:** 5M to 20M+ records are suited for large-scale AI training, enterprise enrichment, or full-market coverage.
If you are unsure, download the free sample from this page to understand record density and field coverage, then use the [AI-powered filter tool](\"/products/datasets\") to scope your dataset by geography, category, date range, or other criteria. You will see an estimated record count before committing to a purchase. For complex use cases or large volumes, [contact the sales team](\"#popup-160692\") for a scoped recommendation.
## Get your PEScience dataset today.
Buy dataset