Roadmap

Full product sync via GraphQL Bulk Operations with variant and inventory expansion.

REST API integration for products, orders, and customers.

CSV/NDJSON export to Google Merchant Center product feeds.

Automated file delivery via FTP and FTPS.

Drag-and-drop field mapper between sources and destinations.

Constant-memory NDJSON streaming with S3 intermediate storage. Handles 100K+ product catalogs.

Catalog and inventory sync to Square.

Create organizations, invite members, assign roles, and share pipelines across teams.

Stripe-powered plans with per-row usage metering and plan comparison.

Email alerts for job failures with DB-based throttling, consecutive failure detection, and alert history. Slack and webhook channels planned.

Comprehensive guides, quick-start tutorials, and planned REST API.

Real-time health monitoring for all services — database, S3, SQS queues, auth, and job processing with auto-refresh.

Product catalog sync to Facebook/Instagram Shopping via Graph API Batch endpoint. System User Token auth, batch upsert (5K items/request), async polling for write results.

Read orders from Facebook/Instagram Shopping, webhook-driven notifications via X-Hub-Signature-256, and write-back actions (acknowledge, ship, cancel, refund).

Transfer pipeline and connection ownership between personal workspaces and organizations with dependency validation and audit logging.

Deep-copy pipelines within or across workspaces — sources, destinations, field mappings, transforms, and schedules are all duplicated.

Cursor-based and timestamp-based incremental loading so pipelines only process changed records. Eliminates full re-syncs, reduces API quota usage, and scales sync duration with change volume instead of catalog size.

Track per-record success/failure during exports, store failed records in a DLQ for inspection and retry, and support partial success job status so 9,999 successful records aren't lost because of 1 failure.

Import product data from Google Sheets and export pipeline results to spreadsheets. Auto-detect headers, infer column types, and support named ranges. Shares OAuth infrastructure with Google Merchant.

Sync product catalogs to Klaviyo for personalized email campaigns, abandoned cart flows, and AI-powered product recommendations. Batch catalog item upserts with custom property mapping.

Drag-and-drop file upload with automatic schema inference, column type detection, and a mapping wizard. The universal escape hatch for platforms without a dedicated plugin.

Product feed sync to TikTok Shop catalog — the fastest-growing commerce channel with $15B+ US GMV.

Real-time pipeline triggers from Shopify webhooks (product update, inventory change) with HMAC verification, batching, debouncing, and an extensible handler framework.

Serverless Redis-backed rate limiting so concurrent Lambda invocations respect shared API quotas. Token bucket per API with cost-aware deduction for Shopify, Google, and Facebook.

Send alert notifications to Slack channels via incoming webhooks.

Send alert payloads to user-defined HTTP endpoints for custom integrations.

API key authentication, pipeline management, and job triggering via REST endpoints.

Combine data from multiple sources into a single destination with conflict resolution.

Bidirectional listing, order, and inventory sync with eBay Marketplace. Category-specific item specifics, multi-variation listings, and auction/fixed-price support.

Bidirectional listing and order sync with Etsy. OAuth 2.0 with PKCE, taxonomy mapping for handmade/vintage categories, and listing variation support.

Bidirectional product, order, and inventory sync via SP-API. The #1 US marketplace with 37.6% market share and 1.9M active sellers.

Interactive DAG showing data flow from sources through transforms to destinations. Field-level impact analysis, reverse lineage lookup, and schema change overlays powered by React Flow.

Full catalog and order sync from Adobe Commerce / Magento.

User-defined JavaScript transforms for advanced data manipulation.

Organization-scoped audit trail with CSV/JSON export, team activity dashboard, and per-org usage analytics.

Bidirectional product and inventory sync with the #2 US marketplace. 200K+ sellers, 420M products, and the fastest-growing seller base.

Product catalog sync for Pinterest Shopping campaigns, product-rich pins, and visual search. Reuses Google product taxonomy for easy category mapping.

Full catalog sync from BigCommerce stores for enterprise merchants.