Getting Started
AI SERP API
Amazon Niche Data
Playground
- POSTAuth
- POSTAmazon Scrape API
- POSTAmazon Async API
- POSTAmazon Follow Seller API
- POSTAmazon Review API
- POSTSERP Async API
- POSTSERP Batch 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
- POSTGeneral Scrape API
Introduction
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 and Google 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.
Synchronous API (Ideal for real-time e-commerce data needs)
Asynchronous API (Best suited for large-scale, non-real-time e-commerce data collection tasks)
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.
SERP API
The SERP API retrieves search results based on specified keywords from major search engines. It helps sellers quickly understand market trends, discover popular categories, and make more informed product selection decisions.
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.
General Scrape API
The General Scrape API collects public data from websites such as news, social media, forums, and corporate pages.
It provides real-time insights for market research, brand monitoring, and competitor analysis, with over 90% success rate for standard scraping.