Built for Cross-Border Sellers & Developers

Comprehensive E-Commerce Data
Your All-in-One Sourcing Hub

Backed by massive e-commerce data, we provide precise, comprehensive support for your product selection decisions. Say goodbye to manual data entry and unlock high-value business intelligence via our lightning-fast API.

99.9%
Data Accuracy
2000+
Trusted by Brands
Global
Marketplaces Supported
Paradigm Shift

Ditch the Guesswork, Embrace Data-Driven Sourcing

Traditional sourcing relies heavily on gut feeling and manual effort, leading to high trial-and-error costs. With Pangolinfo’s Sourcing API, you gain a macro perspective backed by quantifiable metrics.

Traditional Sourcing Methods

  • Subjective Decisions: Relying on team experience and intuition often misses hidden niche opportunities.
  • Inefficient Workflows: Manually compiling competitor rankings, prices, and reviews leads to severe data lag.
  • Costly Trial & Error: Without market-wide comparisons, finding a winning product is left to luck, slowing capital turnover.

Data-Driven with Pangolinfo

  • Real-Time Full Extraction: Access category-wide data, BSR leaderboards, and deep product attributes in seconds.
  • 300% Efficiency Boost: Automated data pipelines allow R&D and ops teams to focus solely on data analysis and strategy.
  • 85%+ Success Rate: Quantitatively analyze sales trends and competitor review pain points to pinpoint high-potential winning products.

Dive Deep into Amazon: Extract Core Sourcing Metrics

Our API delivers exceptional success rates and returns clean, structured JSON data. Fully supports all major global marketplaces.

🇺🇸 US North America 🇬🇧 UK Europe 🇩🇪 DE Germany 🇯🇵 JP Japan 🇨🇦 CA Canada + More Marketplaces

Listing Basics

Extract ASINs, full titles, bullet points, A+ content, high-res main images, and variant images.

Pricing & BuyBox

Track real-time prices and discounts, and accurately identify BuyBox ownership and inventory status.

Sales Estimates & BSR

Monitor multi-tier category rankings (Best Sellers Rank) to evaluate a product’s sales ceiling.

Reviews & Sentiment

Gather ratings, detailed reviews, and listing dates to analyze customer pain points and product improvement opportunities.

SERP & Ad Placements

Capture organic keyword rankings and Sponsored ad placements to reverse-engineer competitor traffic sources.

Advanced Customization

Looking for variant mapping, Frequently Bought Together (FBT), or other deep data?

View General API Docs ->

See It in Action: AI Agent Sourcing with Scraper Skill

Break the technical barrier! Watch how simple natural language prompts enable AI to automate Amazon data extraction, conduct deep competitor analysis, and deliver high-value operational decisions instantly.

Actionable Insights

Turn Raw Data Fields into Winning Sourcing Strategies

Data alone isn’t enough; how you use it is key. With the Pangolinfo API, your team can quickly build the following automated business analysis models.

1

Discover Untapped Niche Markets

Cross-reference BSR trends with Date First Available (DFA). Automatically filter for high-potential new products listed within the last 6 months that hold strong category rankings, helping you avoid red oceans dominated by legacy giants.

2

Reverse-Engineer Competitor Margins & Pricing

Monitor long-term BuyBox prices, strike-through prices, and discount patterns. Combine this with product dimensions and weight to accurately calculate gross margin potential and logistics costs, avoiding price wars from the start.

3

Uncover Product Differentiation Points

Bulk-scrape 1-3 star negative reviews and high-frequency keywords from competitors. Leverage LLMs to analyze genuine consumer pain points, enabling targeted improvements during product development and iteration.

4

Reverse-Engineer Search Traffic

Frequently scrape SERP results and Sponsored ad spots for target keywords. Identify the high-converting, low-CPC keywords driving traffic to top competitors, and apply them directly to your own listing SEO and PPC campaigns.

Our Technical Edge

Why Choose Us

The core of scraping Amazon lies in continuous, stable, and large-scale orchestration capabilities. We handle all the complex underlying data acquisition work, allowing you to focus on business growth.

Smart Routing & High Success Rates

Leveraging a premium global proxy network and a proprietary smart routing engine, we seamlessly adapt to complex anti-bot checks. We guarantee stable delivery of data requests with a success rate of 99.9%.

Zero Cache, 100% Real-Time

E-commerce competitor data changes rapidly. Our API connects directly to the platform’s front end, ensuring every call retrieves the exact real-time data for that precise second—never returning stale cache.

Clean, Structured Data

Amazon’s front-end structures change frequently. The Pangolinfo parsing engine adapts in real-time on the cloud, outputting standardized, high-quality JSON data directly, eliminating the data cleaning burden for your dev team.

High Concurrency & Elastic Scaling

Supports tens of millions of daily requests. Whether it’s routine category monitoring or high-frequency bursts during Prime Day and Black Friday, our distributed cluster scales smoothly to handle it all.

Frequently Asked Questions (FAQ)

Learn more about the Pangolinfo data product matrix and pricing details.

We offer highly competitive “Pay-As-You-Go” and “Monthly Subscription” models, completely eliminating the high costs of building your own scraping servers. New users automatically receive free credits for real-environment testing upon registering in the Console. View details on our Pricing Page.

Pangolinfo provides a complete suite of data extraction products to meet needs at various business stages:

• Deep dive into niche markets with our Amazon Niche Data API
• Focus on user feedback with the Reviews Scraper API
• Automated tools for daily operations like AMZ Data Tracker and Customized Airtable
• Broader search optimization with our Google SERP & AI Overview API.

Absolutely! Our structured JSON data is perfect for feeding into Large Language Models (LLMs). For teams without a deep dev background, we also provide the out-of-the-box, no-code Amazon Scraper Skill plugin, which can be integrated into your AI workflows with one click. For more underlying API call methods, please refer to the General Scrape API Documentation.

Our underlying architecture uses dynamic proxy pools and AI-simulated routing, maintaining a stable success rate of over 99% across all major Amazon marketplaces. The API features a highly elastic distributed design. Standard plans easily cover most product research queries, and for enterprise-level massive analysis needs, we support unlimited concurrency custom channels, ensuring uninterrupted data acquisition.

Ready to Start Your Data Scraping Journey?

Sign up for a free account and experience our powerful web scraping API instantly—no credit card required.

🎁 Get up to 1,000 Free API Requests upon Registration

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