Getting Started
Amazon Scrape API
Amazon Niche Data
Playground
- POSTAuth
- POSTAmazon Scrape API
- POSTAmazon Async API
- POSTAmazon Follow Seller API
- POSTAmazon Review API
- POSTAmazon Alexa API
- POSTAI Mode API
- POSTAI Overview SERP API
- POSTKeyword Trends API
- POSTMap Data API
- POSTMap Data Batch API
- POSTCategory Tree API
- POSTSearch Categories API
- POSTBatch Category Paths API
- POSTCategory Filter API
- POSTNiche Filter API
- POSTWIPO API
- POSTPACER API
Introduction
Scale your data collection with Pangolinfo. Get structured Amazon product data, search results, and AI Overviews via simple RESTful APIs.
Welcome to the Pangolinfo API documentation.
Pangolinfo is an enterprise-grade real-time data extraction and parsing engine designed for developers, data scientists, and AI Agents. By leveraging our dynamic residential IP network and automated anti-bot bypassing capabilities, you can easily extract highly accurate, structured data from global platforms like Amazon via simple RESTful API calls. We natively support JSON, HTML, and LLM-friendly Markdown formats, empowering your business intelligence, market research, or AI applications with stable, large-scale, and zero-maintenance data pipelines.
Amazon Scrape API
Dynamically compatible with Amazon page structure changes, returning structured page data or original page HTML (compressed) or free converted Markdown format.
Supports both synchronous and asynchronous-callback modes (the async mode is triggered by passing callbackUrl in bizContext, designed for high-concurrency, large-volume workloads — 100+ concurrent requests per account).
Amazon Follow Seller API
The Amazon Follow Seller API is used to initiate data collection for sellers offering the same product. After calling the API, the system will automatically fetch follow sellers and competing seller information in the background, helping you understand seller competition and support pricing, competitor analysis, and market decisions.
Amazon Review API
This API is used to initiate Amazon product review data collection tasks.
After calling the API, the system will automatically crawl user review data for the target product in the background, helping users comprehensively capture real customer feedback and providing data support for sentiment analysis, product optimization, and market decision-making.
Amazon Alexa API
This API is designed for AEO (AI Engine Optimization) data analysis and AI ad routing prediction in the era of large language model-driven e-commerce.
For Amazon’s brand-new Alexa for Shopping assistant, it takes user questions or keywords as input, and outputs structured results including Alexa-recommended product lists (ASINs) and follow-up guiding questions.
Additionally, it supports the url parameter to retrieve contextual information from the page where Alexa delivers responses.
AI Mode API
The AI Mode API returns responses based on user prompts, seamlessly embedding them at the top of standard search results. Leveraging generative AI, it automatically extracts and aggregates information from multiple web sources. This empowers sellers to quickly grasp market sentiment, gain insights into market trends, and facilitate precise product selection.
AI Overview SERP API
AI Overview SERP API provides a conversational search interface that breaks complex queries into multiple sub-queries for parallel processing. It supports multi-turn interactions and helps users quickly gain insights for market research and product selection.
Keyword Trends API
Track keyword popularity trends over time and across regions. Supports historical analysis and regional comparisons, enabling sellers to monitor market dynamics and respond to shifts in keyword demand with greater precision.
Map Data API
The Map Data API extracts structured data from Maps results and business listings, including names, ratings, hours, and addresses.
It helps with competitor analysis, regional insights, and local market decisions.
Category Tree API
Navigate and retrieve the Amazon Browse Node Tree, supporting incremental exploration of subcategories step by step from the root node.
Search Categories API
Perform a full-text search in category names (supports both Chinese and English matching) to quickly locate category nodes that meet business requirements.
Batch Category Paths API
Batch query the complete category hierarchy path information based on one or more category IDs.
Category Filter API
Filter categories in depth by marketplace, date range, and multi-dimensional metrics.
Pass a single categoryId to obtain full-dimensional detailed metrics for that category. There is no separate “details” endpoint — filtering and details share the same API.
Niche Filter API
Filter and discover high-potential Amazon niches through dozens of advanced business metrics.
Pass nicheId to obtain an in-depth report for a single niche there is no separate “detail” endpoint.
WIPO API
The WIPO API provides access to the WIPO patent database, supporting searches by keyword, applicant, and technology.
It helps assess patent risks, evaluate originality, and support compliant product planning.
PACER API
Real-time, comprehensive access to US patent litigation case details and historical timelines. Search by patent number, company name, or case number to retrieve structured case dockets and complete event timelines.