SaaS

HermesSync

AI Product-Intelligence Shopify App for Dropshippers

10K+

Products scanned daily

60s

Trend → live store page

5.0

Client rating

TikTok Shopify Meta Ads CJ Dropship Velocity Engine Untapped · rising Validated · margins Saturated · avoid GPT-4o Page Gen live · 60s
The Problem

Shopify dropshippers pick products by guesswork — endless manual AliExpress and TikTok scrolling, no way to tell an untapped winner from a saturated dud until ad spend is already burned. Even after picking a product, building a converting store page and finding a reliable supplier eats days per launch.

Our Approach

The hard part is signal, not scraping. A trend is only useful if you know what phase it is in and where it is heading. That meant building real data pipelines across TikTok, Shopify, CJ Dropshipping, and Meta — then layering classification and forecasting on top, and shipping it all as a native Shopify app the merchant never has to leave.

What We Built

Engineered the full backend and AI infrastructure: data pipelines ingesting 10,000+ products a day, custom internal TikTok stats trackers, and a "Velocity Engine" correlating search volume, social signals, and order velocity in real time. Each product is auto-labeled Untapped, Validated, or Saturated, with a velocity score forecasting its 30-day demand trajectory. GPT-4o generates full store pages — trend to launch in 60 seconds — and one-click supplier matching surfaces live ratings, shipping estimates, and MOQs. Delivered as a Shopify app with Theme App Extension widget injection so insights render directly in the merchant storefront.

Velocity Engine — correlates search volume, social signals, and order velocity across stores in real time

Market-phase classification — every product auto-labeled Untapped, Validated, or Saturated

Custom TikTok stats trackers and data pipelines scanning 10,000+ products daily

GPT-4o product page generation — trend identification to live store page in 60 seconds

One-click global supplier matching with live ratings, shipping estimates, and MOQs

Shopify Theme App Extension widget injection — intelligence rendered inside the merchant storefront

Velocity scoring — predictive 30-day demand forecasting to exit products before they tank

Tech Stack
Shopify App (React Router) React TypeScript Prisma Polaris + App Bridge Theme App Extensions GPT-4o Shopify GraphQL Admin API TikTok Data Meta Ads API CJ Dropshipping API PostgreSQL
Outcomes

10K+

Products scanned daily

60s

Trend → live store page

5.0

Client rating

  • Product research cut from hours of manual scrolling to a ranked, phase-labeled feed

  • Store page creation collapsed from days to 60 seconds via GPT-4o generation

  • Sourcing decisions backed by live supplier data instead of guesswork

  • Client (IPAG LTD) rated the engagement 5.0/5.0 — "elite, highly transparent Senior SaaS Developer"

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