A Python and Playwright system for product extraction, structured listing generation, inventory sync, and storefront operations.
Repeatedly transferring product information and media into storefront workflows created slow, error-prone manual operations.
Designed the browser automation, structured transformation, Shopify API integration, S3 media flow, inventory synchronization, and operational handover.
Browser steps, media handling, structured listing data, and inventory state needed to remain consistent across retries and partial failures.
Client, marketplaces, and product catalog are confidential.
Account credentials and target-specific methods are excluded.
The case avoids platform-evasion detail.
The system separated browser extraction from structured listing generation, stored media through S3, and used Shopify APIs for controlled storefront updates.
Separated extraction and update stages
Structured listing schema
Inventory synchronization boundary
Private selectors, accounts, and targets withheld
The client received an automated listing and inventory workflow. No revenue, listing volume, or unsupported time-saving figure is claimed.
Tayyab can join browser automation with official APIs and storage rather than relying on a fragile monolithic bot.
Use official APIs for state-changing operations where available.
Treat media handling as a separate, retryable stage.
A typed listing schema makes browser output maintainable.