Amazon MWS Integration for Marketplace Analytics
Connect Amazon MWS and let AI agents query seller performance, inventory levels, and order data alongside 1,000+ marketing sources.
Key Takeaways Connect Amazon MWS integration seamlessly
Improvado connects to Amazon's Marketplace Web Service API to extract seller performance metrics, inventory levels, order data, and financial reports automatically. The platform handles API rate limits and authentication, pulling data from reports like Business Reports, Inventory Health, and Settlement Reports. Scheduled extractions ensure your data warehouse stays current with Amazon marketplace performance. No manual report downloads or CSV uploads required.
Unified e-commerce data across channels
Improvado normalizes Amazon MWS data using the Marketing Common Data Model, aligning metrics with other e-commerce platforms like Shopify, eBay, or direct website sales. Product SKUs, order values, and customer acquisition costs become comparable across all sales channels. This standardization enables comprehensive marketplace performance analysis. Track total e-commerce performance without switching between different reporting interfaces.
Data objects and fields Improvado extracts from Amazon MWS
| Object | Fields |
|---|---|
| Orders | AmazonOrderId PurchaseDate OrderTotal OrderStatus BuyerEmail LastUpdateDate NumberOfItemsShipped ShipmentServiceLevelCategory |
| OrderItems | OrderItemId ASIN SellerSKU Title QuantityOrdered ItemPrice ItemTax ShippingPrice PromotionDiscount |
| Products | SellerSKU ASIN Price Quantity FulfillmentChannel ItemCondition ProductName |
| Inventory | SellerSKU FNSKU ASIN Condition TotalSupplyQuantity InStockSupplyQuantity FulfillableQuantity |
| Settlements | SettlementId SettlementStartDate SettlementEndDate DepositDate TotalAmount TransactionType AmountDescription |
From connection to autonomous action in three steps
Connect
Connect your Amazon Seller Central account through MWS API credentials. The agent authenticates with your Seller ID and MWS Auth Token to access order data, inventory levels, fulfillment status, and product performance across all marketplaces.
Ask
Ask questions like 'Which products are at risk of stockout?' or 'Show me return rates by category this quarter' or 'What's my average fulfillment speed by region?'
Act
The agent creates restock alerts when inventory falls below thresholds, updates product pricing based on competitive rules, pauses listings when stock depletes, and flags order fulfillment delays requiring intervention.
What teams ask their AI agent about Amazon MWS
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Compare Amazon sales performance against Shopify and direct website channels
Your AI agent analyzes Amazon MWS data and delivers actionable insights — automatically, in seconds.
Optimize inventory levels using Amazon sales velocity and warehouse data
Your AI agent analyzes Amazon MWS data and delivers actionable insights — automatically, in seconds.
Create executive dashboards showing total marketplace revenue and profitability
Your AI agent analyzes Amazon MWS data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Amazon MWS — it correlates marketplace data
Read
The agent reads order volumes, revenue by ASIN, inventory levels and days of supply, fulfillment speeds, return rates, customer feedback scores, and marketplace-specific performance metrics across your seller account.
Write
The agent updates product prices within defined ranges, creates inventory alerts at custom thresholds, pauses or activates listings based on stock levels, and flags orders with fulfillment issues for review.
Monitor
The agent monitors inventory approaching stockout thresholds, tracks sudden changes in order velocity, watches for fulfillment delays exceeding targets, and alerts on products with rising return rates or declining feedback scores.
AI agents query seller performance metrics, inventory health, and financial reports directly from Amazon MWS. They can compare Amazon sales velocity against Shopify channels, identify inventory bottlenecks, and calculate total marketplace profitability. Agents correlate MWS order data with ad spend from Facebook and Google to measure true ROAS across channels.
| ASIN | Units Sold | Velocity |
|---|---|---|
| B07XQZ3M - Wireless Earbuds Pro | 3,214 | +18% |
| B08TLM9K - USB-C Charging Cable | 2,891 | +12% |
| B09PRT4L - Phone Stand Aluminum | 2,456 | +9% |
| B07KNM8P - Screen Protector 3-Pack | 2,103 | +6% |
| B08WQR7N - Laptop Sleeve 15in | 2,183 | -3% |
Send Amazon MWS data anywhere
Load normalized data to your preferred warehouse, BI tool, or cloud storage. Click any destination to see its integration guide.
They extract data. Improvado deploys an agent.
Traditional tools move data from A to B. Improvado gives you an AI agent that reads, acts, and monitors — with Amazon MWS as one of 1,000+ integrated sources.
| Feature | Improvado | Supermetrics | Funnel.io | Fivetran |
|---|---|---|---|---|
| Data fields extracted | 200+ | ~90 | ~120 | ~80 |
| Total integrations | 1,000+ | ~150 | ~500 | ~300 |
| Cross-channel normalization (CDM) | ✓ Built-in | ✗ Manual | ● Basic mapping | ✗ Raw only |
| AI Agent access (MCP) | ✓ Read, Write, Monitor | ✗ | ✗ | ✗ |
| Data warehouse destinations | ✓ 16+ warehouses & BI tools | Sheets, Looker, BigQuery | BigQuery, Snowflake, Redshift | ✓ Broad warehouse support |
| Refresh frequency | Every 15 min | Scheduled triggers | Daily / 6hr | Every 15 min (premium) |
| SOC 2 Type II & HIPAA | ✓ | ✗ SOC 2 only | ✓ SOC 2 | ✓ |
| Best for | Teams that want an AI agent, not a pipeline | Small teams, spreadsheets | Mid-market, data teams | Engineering-led ELT pipelines |
Comparison based on publicly available documentation as of April 2026. Feature availability may vary by plan tier.
Frequently asked questions
What Amazon MWS reports does Improvado extract?
How does Improvado handle Amazon's API rate limits?
Can I get Amazon advertising data through this integration?
Does the integration work with Amazon Vendor Central?
How far back can Improvado extract historical Amazon data?
What happens if my Amazon MWS credentials change?
"Improvado saves about 90 hours per week and allows us to focus on data analysis."
"Improvado's reporting tool effortlessly integrates all our marketing data so we can easily track users across their entire digital journey. This saves me and my team countless hours."
Put an AI agent on your Amazon MWS today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.