Margin pro is the unified profit recovery platform for Amazon and Walmart
The unified profit recovery platform for Amazon and Walmart , Recover 1-5% of hidden revenue across Amazon Vendor, Amazon FBA, Walmart Vendor, Walmart Marketplace and major carriers, all in one dashboard built for accuracy, automation, and complete financial clarity.
Solutions designed for your business model
Vendor
For manufacturers, CPG brands, and enterprise vendor teams
What it covers
- • Amazon and Walmart 1P shortages, pricing disputes, overbilling, missed invoices
- • Walmart Vendor (1P) receiving errors, invalid deductions, invalid fines
- • Full audit trails and document-level verification
- • Faster dispute resolution with automation
- • Exportable finance documentation
Direct-to-Consumer (DTC) Brands
For omnichannel brands managing retail + marketplace + shipping operations
What it covers
- • Contract Rate Optimization:
Guarantee the lowest shipping costs by aligning your negotiated contract rates perfectly with your actual parcel volume and shipping profile. - • Automated Reimbursement Recovery:
Automatically secure full refunds for every late delivery, service failure, and billing error, transforming non-compliance into found revenue. - • Strategic Parcel Intelligence:
Turn complex shipping data into clear, actionable insights for proactive cost reduction and smarter logistics decisions.
3P Sellers
For Amazon FBA sellers, aggregators, and 3P operators
What it covers
- • Lost inbound inventory, warehouse damage, lost inventory
- • Overcharged fees & FBA miscalculations
- • Amazon & Walmart Marketplace (WFS) reimbursements
- • Daily automated audits
- • "Agency mode" for operators managing many stores
Product features overview
Data Ingestion
MarginPro connects to Amazon's Selling Partner API to retrieve essential financial, operational, and inventory data. We ingest only the specific report types and API endpoints required for profitability analytics.
Reports ingested include:
- • FBA Inventory Reports
- • Settlement / Financial Events Reports
- • Fee Preview Reports
- • Pricing & Competitive Pricing Data
- • Catalog Item Data
- • Case Management Data (Support API)
Product Experience
The MarginPro dashboard gives a snapshot of recovery performance, highlighting total claimed, recovered, and pending amounts along with average resolution time. It also breaks down activity by platform, showing recovered value, pending cases, and active workload. The layout offers a clean, at-a-glance view of financial recovery and operational pace.
SP-API Access & permissions
Requested Permissions
Our requested SP-API permissions directly enable real-time pricing, fee accuracy, SKU reconciliation, settlement verification, and case tracking. Only permissions strictly required for seller-facing features are requested.
Feature → Data Source → Seller Benefit
Every feature is mapped to an Amazon API or report source to ensure data accuracy:
- •Profitability Forecasting → Fees API → Identifies unprofitable SKUs
- •Real-Time Pricing → Pricing API → Helps sellers optimize sale price
- •Inventory Valuation → FBA Inventory API → Prevents long-term storage losses
- •Settlement Reconciliation → Financial Events API → Matches payouts to costs
- •Case Management → Support API → Improves seller operations
MarginPro relies fully on Amazon's SP-API to deliver accurate and actionable profitability insights.
SP-API Transparency
SP-API Domains & Endpoints Used
MarginPro uses the following Amazon SP-API domains:
- •Support API – GET /cases, /cases/{caseId}, /contacts
- •Reports API – report creation + retrieval endpoints
- •Financial Events API – settlement and transaction data
- •Fees API – FBA fee previews
- •Pricing API – competitive pricing and offers
- •Catalog API – product and ASIN metadata
- •FBA Inventory API – inventory health and availability
Why These Endpoints Are Needed
Each endpoint powers a specific functionality such as case visibility, settlement reconciliation, pricing analysis, fee forecasting, or inventory-based profitability.
Refresh Frequency
Support cases: every 24 hours
Case details: daily or when status changes
Pricing and Fees data: updated daily
Inventory data: updated regularly
Settlement/Financial data: refreshed when Amazon releases new reports
Minimum Data Access
MarginPro retrieves only the minimum fields required to deliver each feature and does not ingest unnecessary data. MarginPro ingests only the fields and date ranges required for its functionality. We do not store bulk or non-essential Amazon data.
Restricted Data Access (RDA)
MarginPro does NOT request or use Restricted Data Access (RDA).
Security & Credential management
Security Measures
We enforce strict credential and password policies, MFA, encrypted storage, encrypted network transport, least-privilege access, and continuous audit logging. Internal access is restricted through role-based controls.
Incident Response
Our incident response process includes immediate detection, isolation, investigation, remediation, and user notification. All incidents are handled according to industry security standards.
PII Usage Justification
Only PII required for seller-facing features (e.g., account identifiers or case contact names) is used. No unnecessary PII is collected or stored.
Retention & Deletion Policy
Amazon data is retained only for as long as needed for active product functionality. Data is deleted promptly upon seller request, in full compliance with Amazon's Data Protection Policy.
Data Sharing & External Processors
Data Sharing Disclosure
Amazon data is shared only with essential processors such as AWS for secure hosting and infrastructure operations. No Amazon data is shared with external parties beyond required service providers.
External Processors
MarginPro uses selected infrastructure providers such as:
AWS – secure hosting and storage
Monitoring and logging tools – ensure system reliability and error detection
Only minimal operational data is shared with these services.
Non-Amazon Sources
MarginPro does not retrieve Amazon Information from any non-Amazon sources.
Compliance & Amazon Policies
Amazon Seller Data & SP-API Compliance
This block covers compliance with:
Amazon's Acceptable Use Policy
Data Protection Policy
Minimum-data principles
Retention requirements
Deletion obligations
Transparency expectations
Change Management & Version Control
All SP-API integrations follow a formal change-management process including code review, automated testing, versioning, staged deployment, and monitored rollout.
Onboarding & Support
Sellers connect MarginPro to their Amazon account via Amazon's secure OAuth flow. A short onboarding guide and FAQ explain how data is synced, used, and protected.