Supercharge Your Growth Strategy with Scalable, Real-time Amazon Scrape API

Stop wasting time on fragile scrapers and clunky SaaS tools. Pangolin gives you a powerful, stable data API — so you can focus on growth, not infrastructure.

Daily API Calls

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Businesses Built on

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Scrape Success Rate

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E-commerce Platforms Covered

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Comprehensive, Efficient Scrape APIs for Customized Sourcing and Operations

Amazon Product Data | Walmart Price Monitoring | Amazon Product Analysis

Amazon Scrape API

Amazon Frontend Data Crawling (Sitewide)

Product Detail Data

Basic info (title, price, variants, images), attributes (weight, size), listing time, reviews

Search Results Data

Organic ranking, ad ranking, various badges (ads, AC, Prime)

Best Seller Rankings

Hot sales, new releases, category rankings

Review Data Scraping

Ratings, review count, content, user info, timestamps

Ad Data Support

Multi-Site Support

US, UK, Germany, Japan, and Other Global Sites

AMZ Data Tracker

Built on top of all the advantages of the API, enabling...

Quick Data Access

Based on Pangolin's powerful universal engine & rapid customization

API Gives You Unprecedented Data Capabilities

98% Ad Coverage

Industry-leading sponsored ad collection, precise keyword traffic modeling, with zip-code targeting & hourly monitoring.

Truly complete fields

Full product details and buyer feedback, with trend analysis and sentiment insights—turn raw reviews into actionable product ideas.

Full-category crawling

Industry-leading category & ASIN data coverage, discovering long-tail products and niche opportunities for large-scale product selection.

Unlimited API Calls

Flexible API access with no call limits, stable high-concurrency interface, easily integrated into internal systems for high-frequency data needs.

Why Choose Pangolin?

Your data strategy needs an engine, not a bottleneck

Beyond Standard Tools

Surpass generic tools, build exclusive edges

In-house Dev

Deliver high-quality data with lower cost

Pangolin's Four Pillars

Timeliness

From daily updates to minute-level response

Scale

Built for millions of pages processing

Comprehensiveness

Mature parsing for all page types

Cost Efficiency

Quality delivery at far lower cost than in-house

Product Scenarios - Tabbed Slider

Product Application Scenarios

From product research to operations, from monitoring to analysis, our data services cover the entire e-commerce lifecycle.

Product Research & Sourcing

One-stop solution with all-category product data to power your selection decisions.

Comprehensive market coverage.
Multi-dimensional product analysis.
Authentic and complete insights.
Flexible integration.

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Keyword & Ad Monitoring

Track traffic sources to optimize your advertising campaign efficiency.

Real user search scenario tracking.
Ad placement & organic breakdown.
Compare brand vs. competitor ads.
Precise local performance data.

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Rank & Price Tracking

Monitor market dynamics to drive more agile operational decisions.

Real-time market updates.
Uncover local best-selling trends.
Multi-dimensional price coverage.
Large-scale monitoring support.

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Best-Seller Rank Tracking

Identify category trends and spot opportunities for breakthrough products.

Coverage of various BSR lists.
Reveal local hot-selling trends.
Collect complete product details.
Scheduled updates for tracking.

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New Product Monitoring

Quickly grasp new product trends to seize sourcing and marketing opportunities.

Targeted new release collection.
Foundation for competitor analysis.
Balances flexibility & scale.
All-in-one information gathering.

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Custom Data Acquisition

Expand your data sources beyond e-commerce to complete your intelligence picture.

Keyword-based data identification.
Covers non-e-commerce sites.
Supports Markdown delivery.
Adapts to various structures.

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Listing Optimization

AI-powered optimization of your product listings based on search trends.

Real-time SERP parsing.
AI-driven recommendations.
Automated workflows.
Dynamic trend integration.

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SEO & Geo-Targeting

Develop precise search optimization strategies using data from major ecosystems.

Search trends & ranking analysis.
Track AI Overview citations.
Geo-location targeting.
Data-driven strategy formulation.

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Successful User Cases

Discover how Pangolin helps businesses of all sizes achieve data-driven growth

Industry Leaders Choose Pangolin!

Data collection has become a core enterprise asset. Don’t let outdated methods slow your decision-making.

Based on 1200+ Customer Reviews

Pangolin built our Amazon product ranking data foundation, solving high-concurrency scraping issues while enabling market feedback analysis from raw pages for precise product selection decisions.

We've shifted from experience-based to data-driven product selection. Pangolin provides structured product data with flexible field customization and filtering logic, automating our entire selection process.

We have extremely high requirements for advertising data fields, frequency, and multi-dimensional analysis. Pangolin's product fully meets these needs, enabling us to build a competitor monitoring system that truly matches our business scenarios.

We provide keyword ranking and traffic analysis services to thousands of sellers, requiring extremely high data accuracy. Pangolin is our strongest technical partner in terms of scraping quality, concurrent performance, and flexible configuration.