Uncapped live and accurate data for Amazon
Purpose-built for Amazon. Enrich seller tools and AI agents with real-time, on-demand, first-hand data. Fast access via API, MCP, and Skills.
No credit card required. Get the first 60 requests for free.
Specializing in Amazon. Evolving for AI
Built on leading browser technology and years of Amazon expertise.
AI Skills
For Sellers & AI AgentsNo code to better product research, listing, and keywords.
MCP Servers
For Agent BuildersOne line of code connects every data API — no SDK.
REST APIs
For Scale Builders24h continuous data validation, Amazon-native parsing, 3-second lightning response, 100+ concurrency, exclusive data types like Review & Alexa
Amazon Scrape API
Review & Alexa API
AI SERP API
TRO & Niche API
Not sure which one fits? Talk to an expert.
The essential data enrichment
Generic scrapers return flawed, poisoned data. Seller tools give delayed metrics.
Pangolinfo delivers the uncapped in-time truth.
Comparison reflects commonly published specs of mainstream Amazon seller tools and general-purpose scrapers, June 2026.
Power every stage of your Amazon operations
Let your unique strategies and creativity take root.
Product & Niche Research
Validate demand from BSR, search pages, and reviews — surface profitable long-tail niches fast.
AMAZON PRODUCT RESEARCHKeyword & Alexa Attribution
Track competitor ad placements and organic ranks down to the zip-code level, to attribute web visits.
KEYWORD & ALEXA ATTRIBUTIONRank & Price Monitoring
Real-time alerts on rank shifts, price moves, Buy Box rotations, and stockouts.
Rank & price trackingNew Release Detection
Catch newly launched competitor ASINs across target categories within hours.
New product monitoringGEO & Sponsored Product
Google's sponsored product monitor, and web-wide VOC through AI Mode.
GEO & SEOCustom Data
Customize data fields and deliver full-category datasets, to S3, data warehouses, or webhooks.
Custom datasets & fields
Seamless integration.
Zero infrastructure management
Connect live Amazon data to your AI agents and workflows in minutes.
We handle anti-bot infrastructure, proxies, captchas, and rendering. You get clean JSON.
# Add Pangolinfo to any MCP-compatible AI client { "mcpServers": { "pangolinfo": { "url": "https://mcp.pangolinfo.com/mcp", "headers": { "Authorization": "Bearer <KEY>" } } } } # That's it — 18 Amazon data tools, ready to call. ⏺ get_amazon_product → ✓ live JSON returned
MCP Ready
Works out of the box, with native support for Claude Code, Codex, Dify, and other mainstream Agent frameworks.
Experience Optimization
Continuously iterating on performance and usability based on customer feedback.
Anti-Bot Handled
We manage proxies, captchas, and JS rendering behind the scenes.
Top teams win with Pangolinfo
Top AI builders and sellers run on Pangolinfo's live, accurate Amazon data.
A game-changer for our platform. Their high-concurrency API infrastructure delivered an architecturally stable rewrite that effortlessly scaled our live data throughput with flawless clarity.
Delivering the immense data stability our AI models need while expanding multi-market coverage in just days. Extremely reliable with exceptional team agility.
Pangolinfo's AI SERP data maps total web traffic across AI Overviews, marketplaces, and social — so our users optimize for classic SEO and generative search at once.
The only provider consistently at 90%+ sponsored-ad detection — the precision keyword and traffic attribution needs. Alexa data lets us split organic from paid demand cleanly.
Alexa prompt data plus first-hand review mining reshaped every listing — we tune titles, bullets, and A+ to the phrases shoppers ask their devices. Traffic and conversion both climbed.
Niche data and real-time BSR give a live read on demand the instant a trend breaks. We check margins and sell-through before buying — sourcing that took weeks now takes an afternoon.
Markets move fast.
Your data should move faster
Get live and accurate Amazon data — and stay ahead.
