E-Commerce Integration

Facebook Marketplace API Integration

Programmatic listing upload system for Facebook Marketplace using Partner APIs with async processing, validation gates, and compliance controls for reliable, scalable inventory distribution.

Async Processing

Queue-based workflow with retries

Compliance Gates

Pre-publish validation & policy checks

Reliable Publishing

Idempotency & error recovery

Feature Overview

Core capabilities and future enhancements for Facebook Marketplace integration

Reality Check: Partner Approval Required

Facebook does not provide a public Marketplace API for consumer listings. Programmatic upload requires approval through Meta's Marketplace Partnerships Program or use of Commerce/Catalog APIs for shop inventory distribution.

Must-Have (MVP)

  • Partner Mode with Meta Marketplace Partnership Program APIs
  • Seller management with approval status tracking
  • Listing creation with Item API integration
  • Async queue-based publishing workflow
  • Validation gates (category, price, images, location)
  • Retry logic with exponential backoff
  • Webhook handling for status updates
  • Token vault for secure credential storage

Nice-to-Have (Later)

  • Catalog/Commerce Mode for shop inventory
  • Bulk listing import & batch operations
  • Advanced analytics dashboard
  • Multi-seller management
  • Custom template library
  • A/B testing for listings
  • Performance benchmarking
  • Marketplace insights integration

System Architecture

Modular components for reliable, scalable Marketplace integration

Backend API

  • Listing service (CRUD)
  • Media service (image processing)
  • Meta integration service
  • Token vault

Storage Layer

  • Listings & sellers (PostgreSQL)
  • Publish attempts & audit logs
  • Object store for images
  • CDN distribution

Async Processing

  • Queue-based publishing
  • Worker pool for operations
  • Exponential backoff retries
  • Dead-letter queue

Security & Compliance

  • Encrypted token vault
  • Pre-publish validation gates
  • Policy compliance checks
  • Audit trail logging

Data Model

  • Seller (with approval status)
  • Listing (draft → active)
  • PublishAttempt (retry tracking)
  • Media assets

Observability

  • Structured logs with trace IDs
  • Metrics (success rate, latency)
  • Circuit breaker patterns
  • Alerting on failures

Publishing Flow

End-to-end workflow from draft creation to live Marketplace listing

01

User Creates Draft

Admin UI creates listing draft with images and metadata

Upload product images
Fill required fields
Select category & location
Set price & availability
02

Backend Validation

Pre-publish validation gates check compliance and completeness

Category allowed?
Required attributes present?
Image constraints met?
Policy compliance?
03

Queue Publishing

Listing enqueued for async processing with retry strategy

Generate idempotency key
Normalize to Meta schema
Add to publish queue
Track attempt in DB
04

Worker Publishes

Worker calls Meta Partner Item API to create/update listing

Call Graph API endpoint
Handle rate limits
Store meta_item_id
Update status to active
05

Webhook Updates

Meta sends webhooks for status changes (approved/rejected)

Verify webhook signature
Update listing status
Log approval/rejection
Notify user if needed
06

Error Handling

Retry failed operations with exponential backoff or move to DLQ

Exponential backoff
Circuit breaker check
Dead-letter queue
Manual intervention alerts

Security & Compliance

Enterprise-grade security controls and compliance safeguards

Token Vault

  • Encrypted at rest with KMS
  • Least privilege access control
  • Automatic token rotation
  • Separate tokens per environment

Policy Compliance

  • Pre-publish validation gates
  • Category & content restrictions
  • Disallowed items blocklist
  • Business rule enforcement

Audit Trail

  • All operations logged
  • Payload snapshots stored
  • Trace IDs for debugging
  • Retention policy enforced

PII Handling

  • Minimize data collection
  • Encrypt sensitive fields
  • GDPR compliance ready
  • Data deletion workflows

Reliability Design

Idempotency Keys: Prevent duplicate listings on retry
Circuit Breaker: Pause publishing during API outages
Rate Limiting: Respect Meta API rate limits per seller
Dead-Letter Queue: Manual intervention for failures

Key Benefits

Production-ready patterns for reliable Marketplace integration

Scalable Publishing

Async queue-based processing handles high volumes without blocking

Compliance First

Pre-publish validation gates ensure policy adherence before submission

Full Observability

Metrics, logs, and alerts provide complete visibility into operations

Automated Retries

Exponential backoff with DLQ ensures reliable delivery under failures

Idempotent Operations

Duplicate prevention guarantees exactly-once semantics for listings

Webhook Integration

Real-time status updates from Meta keep listings synchronized

ReactFastAPI/Spring BootPostgreSQLSQS/RabbitMQS3Meta Graph API

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