Amazon data solutions
Live Amazon data for every growth decision
Use live Amazon marketplace data for product research, price and rank monitoring, customer insight, and grounded AI workflows.
- No credit card required
- REST, MCP, Skills & tools
- Global marketplace coverage
Search position & BSR movement
Top listings and seller density
Repeated unmet review needs
New releases in the category
Most negative feedback clusters around sizing expectations, zipper durability and missing setup guidance.
- Reviews read
- Listing checked
- Evidence linked
Trusted by 2000+ enterprise sellers and builders
From marketplace noise to clear action
Amazon data is useful only when it changes a decision
Pages, rankings, prices and reviews change constantly. Pangolinfo connects those signals into a usable data layer for the teams that need to act on them.
Too many pages. Too little context.
- Product pages show only the current listing state.
- Search positions mix organic and sponsored placements.
- Prices and availability vary by delivery location.
- Reviews are valuable but difficult to analyze at scale.
Choose how you work
One Amazon data foundation. Four ways to use it.
Start with the interface that fits your team. The underlying goal stays the same: current, structured marketplace evidence delivered where decisions happen.
Put live Amazon data inside your product
Use structured endpoints for product research, search visibility, reviews, seller intelligence and category discovery. Choose synchronous calls, batch collection or a custom delivery workflow.
- Clean JSON for apps and analytics
- Location-aware marketplace requests
- Built for recurring and high-volume workflows
curl -X POST "https://scrapeapi.pangolinfo.com/api/v1/scrape" \
-H "Authorization: Bearer <token>" \
-H "Content-Type: application/json" \
-d '{
"url": "https://www.amazon.com/dp/B0B4NLGCH5",
"parserName": "amzProductDetail",
"format": "json",
"pageCount": 1,
"bizContext": { "zipcode": "10041" }
}'Connect AI agents to live Amazon evidence
Connect Pangolinfo to an MCP-compatible workspace so an agent can retrieve current product, ranking, review and seller data while it works.
- 18 Amazon data tools through one connection
- Useful for research, enrichment and automation
- No custom SDK required for supported clients
{
"mcpServers": {
"pangolinfo": {
"type": "http",
"url": "https://mcp.pangolinfo.com/mcp",
"headers": {
"Authorization": "Bearer <YOUR_API_KEY>"
}
}
}
}Turn a business question into a grounded report
Use a Pangolinfo Skill when you want the workflow—data retrieval, evidence review and analysis—packaged around a specific seller task.
- Product and niche research
- Listing and keyword analysis
- Evidence stays connected to live data
You
Analyze the latest real-time scraped data for the
“pet toys” niche. Find blue-ocean opportunities
with low competition, high conversion and
negative-review pain points to improve.
⏺ Pangolinfo AI Skill
✓ live niche and review evidence loaded
→ opportunity report readyMonitor the market in a ready-to-use workspace
Use a purpose-built tool when the job is ongoing monitoring rather than integrating raw data into your own application.
- Track target ASINs and keywords
- Watch rank, price and market movement
- Share repeatable operational views
Across the Amazon journey
Use current marketplace evidence at every stage
Each workflow combines the data types needed for a decision instead of treating every Amazon page as a separate project.
Product & niche research
Validate demand, competitive density and customer gaps before committing inventory.
- Best Seller Rank
- New releases
- Review themes
Keyword & ad intelligence
See who is visible, where they rank and which placements are sponsored.
- Organic rank
- SP ad position
- Search depth
Rank & price monitoring
Detect changes in position, price, Buy Box and availability while they still matter.
- Price changes
- Stock signals
- Seller offers
New product detection
Find emerging ASINs and launches across the categories you care about.
- Category watch
- Launch timing
- Seller activity
Reviews & customer insight
Convert ratings and review language into product, listing and service improvements.
- Verified reviews
- Rating trends
- VOC analysis
AI and data enrichment
Ground agents, seller tools and internal models in current marketplace evidence.
- Structured JSON
- MCP tools
- Custom delivery
From question to workflow
Collect once. Deliver where your team works.
Pangolinfo manages access, rendering and Amazon-native parsing. You choose the input, delivery method and destination.
- 1DEFINE THE SIGNAL
Start with a product, keyword, category or seller
Use the business object you already know instead of building navigation and parsing logic.
- 2COLLECT & STRUCTURE
Let the data layer handle marketplace complexity
Proxy management, browser rendering, CAPTCHA handling and parser maintenance stay behind the interface.
- 3ACTIVATE THE OUTPUT
Send evidence to an app, model or operating workflow
Receive JSON through an API, connect an agent through MCP, or use a ready-made monitoring tool.
Built around Amazon
More than access: data you can actually operate on
General-purpose scraping solves page access. Pangolinfo adds the Amazon-specific structure and validation needed for decisions downstream.
Original marketplace signals
Work from current page evidence rather than delayed, blended estimates.
Structured for downstream use
Normalize the data before it reaches dashboards, models and operating teams.
Flexible at every stage
Start with a single task and expand into recurring, high-volume collection.
Supported by Amazon specialists
Design workflows with a team focused on marketplace data—not every website at once.
Workload planner
Find the right path before choosing a plan
Tell us what you are building and how often the data needs to move. The planner recommends the most suitable Pangolinfo interface.
Questions, answered
What teams ask before they start
Need to validate a specific marketplace, data field or delivery workflow?
Create an account and test free →What is an Amazon data solution?
An Amazon data solution connects marketplace signals—such as listings, prices, rankings, offers, reviews and category activity—to a business workflow. Pangolinfo provides that data through REST APIs, MCP Servers, AI Skills, ready-to-use tools and custom delivery.
How is this page different from the Amazon Scraper API?
This page helps teams choose the right Amazon data workflow across research, monitoring, customer insight and AI. The Amazon Scraper API product page contains the REST product’s endpoints, request examples, fields and commercial details.
What Amazon data can Pangolinfo provide?
Available capabilities include product detail, search position, sponsored placement, Best Seller Rank, new releases, seller and offer information, category data, ratings and reviews. Exact fields depend on the selected product and workflow.
Can data reflect a specific marketplace or delivery location?
Yes. Workflows can target major Amazon marketplaces, and supported requests can include delivery-area or ZIP context so price and availability better reflect the intended location.
Which option is best for an AI agent or LLM workflow?
Use the Amazon Data MCP when an agent should call tools inside an MCP-compatible workspace. Use AI Skills when you want a packaged analysis workflow, or REST APIs when your application manages retrieval and orchestration itself.
Can Pangolinfo support scheduled or high-volume collection?
Yes. Depending on the project, data can be delivered through synchronous requests, asynchronous or batch workflows, webhooks, or cloud storage. Contact the team when the workload requires custom fields, scheduling or enterprise delivery.
How do I start?
Get a free API key to test the data, use the workload planner above to choose an interface, or read the developer documentation. No credit card is required to begin testing.
Start with one decision
Turn live Amazon signals into your next move
Test the data, connect the right interface and build from current marketplace evidence.
No credit card required · Choose APIs, MCP, Skills or ready-to-use tools
