Platform & Capabilities
Pangolinfo (www.pangolinfo.com) is a global data insight tool whose core goal is to drive e-commerce business growth. We are dedicated to providing high-quality data scraping and intelligent analysis capabilities for cross-border e-commerce and data-driven enterprises.
Pangolinfo’s product system covers the complete pipeline from data scraping and automated management to intelligent insights. This includes:
- Data Scraping – Efficiently acquiring full-scale, real e-commerce platform data.
- Data Application – Flexibly utilizing structured and unstructured data resources.
- Providing Insights – Deeply analyzing business trends and competitor dynamics.
- Execution Suggestions – Translating data into actionable operational strategies.
Backed by a powerful underlying technical architecture, Pangolinfo boasts outstanding data throughput and parsing capabilities:
- Processes over 30M+ API requests daily.
- Maintains a comprehensive data scraping success rate of 99%.
- Achieves a 98% coverage rate for the highly difficult Amazon Sponsored ads, truly reflecting frontend display results.
Our customers are located globally, primarily covering five types of data-driven organizations:
- E-commerce Sellers & Brands – For product research, competitor monitoring, and strategy optimization.
- Ad & Marketing Agencies – For tracking keyword rankings and Share of Voice (SOV) to improve ROI.
- Data & Tech Service Providers – Enhancing their own SaaS products by integrating our robust APIs.
- Research & Consulting Firms – Acquiring large-scale primary market data for deeper industry insights.
- AI Researchers & Agent Developers – Quickly gathering high-quality real web data for LLM training, RAG, and AI agent workflows.
Products & Ecosystem
Pangolinfo’s products can be used individually or in combination to form a powerful data loop:
- Scrape API (Collection) – High-availability data interfaces tailored for technical teams, providing stable structural and unstructured data.
- AMZ Data Tracker (Tracking) – A zero-code automated tracking tool for business teams, supporting visual configuration and scheduled monitoring.
- DataScaler (Insights) – A fully automated e-commerce business scanner dedicated to turning noisy web data into actionable business insights.
New & Hot
Amazon Scraper Skill is our newly launched no-code data extraction module, designed specifically for building AI Agents and integrating with automated workflows like OpenClaw and Dify.
Traditional Large Language Models (LLMs) are limited by historical training data. By integrating this skill, your AI agent gains “internet access” to directly call and parse Amazon’s product details, reviews, and rankings in real-time. Without writing complex crawler code, your AI can automatically complete competitor analysis, review summarization, and strategy report drafting.
Traditional Large Language Models (LLMs) are limited by historical training data. By integrating this skill, your AI agent gains “internet access” to directly call and parse Amazon’s product details, reviews, and rankings in real-time. Without writing complex crawler code, your AI can automatically complete competitor analysis, review summarization, and strategy report drafting.
New Update
The AI SERP API and Skill serve as a powerful bridge connecting LLMs with global real-time search engine results.
Large models often suffer from “knowledge hallucinations” because their training data isn’t updated in real-time. The AI SERP Skill empowers AI agents with real-time web search capabilities (similar to a search-enabled ChatGPT), allowing your AI workflow to automatically fetch Google SERP, news, and authoritative information. By injecting the latest search results (including AI Overviews) directly into the prompt context, it dramatically improves the timeliness, accuracy, and authenticity of AI responses.
Large models often suffer from “knowledge hallucinations” because their training data isn’t updated in real-time. The AI SERP Skill empowers AI agents with real-time web search capabilities (similar to a search-enabled ChatGPT), allowing your AI workflow to automatically fetch Google SERP, news, and authoritative information. By injecting the latest search results (including AI Overviews) directly into the prompt context, it dramatically improves the timeliness, accuracy, and authenticity of AI responses.
Our Scrape API offers enterprise-grade stable and efficient data interface services. Key advantages include:
- Comprehensive Coverage – Covers the entire Amazon site, including Product Details, Search Results & Rankings, Best Sellers, Reviews, and Keywords.
- High Timeliness – Supports real-time request responses, enabling minute-level market data updates so you never miss a price or rank fluctuation.
- Ad Precision – Bypasses anti-bot limits to achieve 98% Sponsored ad coverage, with custom Zipcode support for localized scenario scraping.
- Unlimited Concurrency – Our robust distributed architecture supports unlimited high-concurrency requests, easily handling massive data demands during major sales events.
AMZ Data Tracker is particularly suited for operations, marketing, and analytical personnel without a development team background. The workflow is extremely simple:
Select Targets → Create Tracker → Wait for Report Results
Users visually define target marketplaces, tracking fields, and collection frequencies (supporting minute, hourly, and daily automated execution). You can track a wide range of objects, including:
Select Targets → Create Tracker → Wait for Report Results
Users visually define target marketplaces, tracking fields, and collection frequencies (supporting minute, hourly, and daily automated execution). You can track a wide range of objects, including:
- ASINs (single/bulk status and price changes)
- Organic & Ad rankings under specific search keywords
- Niche category Best Sellers Rank (BSR)
- New Releases trends
- New product updates from specific storefronts/brands
Yes. In addition to the underlying interfaces for tech developers, we provide zero-code Amazon data solutions for sellers and operations teams.
For example, we can help teams seamlessly synchronize real-time search rankings, reviews, and competitor data directly into tools like Custom Feishu/Lark Base (or Spreadsheets), allowing your team to automate product selection, monitoring, and collaboration in a familiar document environment.
For example, we can help teams seamlessly synchronize real-time search rankings, reviews, and competitor data directly into tools like Custom Feishu/Lark Base (or Spreadsheets), allowing your team to automate product selection, monitoring, and collaboration in a familiar document environment.
Authentication & Billing Rules
Getting started is very simple. Developers first need to register an account on our platform to get a dedicated Token.
The authentication endpoint URL to obtain the Token is:
Simply provide your registered email and password in the request parameters. Upon success, the returned Token serves as your secure credential for calling various data scraping APIs. Furthermore, this Token is long-lived, freeing you from the hassle of frequent refreshing.
The authentication endpoint URL to obtain the Token is:
POST https://scrapeapi.pangolinfo.com/api/v1/auth
Simply provide your registered email and password in the request parameters. Upon success, the returned Token serves as your secure credential for calling various data scraping APIs. Furthermore, this Token is long-lived, freeing you from the hassle of frequent refreshing.
Whether you are on a monthly or annual subscription plan, credits are issued to your account on a monthly basis.
Important Rule: Credits are valid only for the current month (a natural billing month starting from the issue date). Unused credits will automatically expire and reset to zero; they cannot be rolled over to the next month, nor is overdrafting supported. We recommend reasonably planning and monitoring your monthly scraping task volume.
Important Rule: Credits are valid only for the current month (a natural billing month starting from the issue date). Unused credits will automatically expire and reset to zero; they cannot be rolled over to the next month, nor is overdrafting supported. We recommend reasonably planning and monitoring your monthly scraping task volume.
Due to the varying computing power, proxy costs, and parsing difficulties behind different product modules, the credit consumption standards are as follows:
- Amazon Scrape API (Structured Parsing): Consumes 1 credit per successful call.
- Amazon Scrape API (Raw HTML): Consumes 0.75 credits per successful call.
- AMZ Data Tracker (Visual Tracking): Consumes 1.5 credits per successfully scraped page.
- SERP API (Returns 10 results by default): Consumes 0.5 credits per successful call.
- AI Overview SERP API (includes AI summary extraction): Extremely high parsing difficulty, consumes 2 credits per successful call.
For details, please check our Pricing Plans.
Pangolinfo offers two highly flexible and transparent subscription methods:
- Monthly Subscription: Auto-renews monthly, settled monthly. Ideal for teams with exploring or fluctuating business volumes. You can turn off auto-renewal anytime in the console.
- Annual Subscription: A one-time payment for 12 months. For businesses with stable needs, we strongly recommend the annual subscription to enjoy an exclusive 20% Off discount.
For quick integration and to understand our service standards, please refer to these key links:
- Pricing Info: Visit our Pricing Plans page for tier details and credit rules.
- Developer Guide: For technical devs, we provide well-structured API Documentation supporting multi-language code snippets.
- Compliance: Before registering or using our APIs, please carefully read our User Agreement to ensure compliant use of data services.
Ready to drive your business growth?
Don’t let outdated data and fragile scrapers slow down your decision-making. Whether you need enterprise-level e-commerce data, search results, or real-time networking capabilities for AI agents, Pangolinfo provides stable and efficient support.
