Recommendation engines subscription service for e-commerce stores

A curated subscription service delivering recommendation engines essentials to e-commerce stores on a flexible monthly plan.

Target audience

E-commerce stores

Problem solved

E-commerce stores often overpay for recommendation engines because pricing is opaque and alternatives are hard to compare.

Solution

Launch as a lean web app using OpenAI API, PyTorch and TensorFlow, starting with one core workflow done exceptionally well.

Technologies

OpenAI API, PyTorch, TensorFlow

Monetization

Usage-based API pricing; SaaS subscriptions

Challenges

High GPU and API costs; Model hallucinations

Improvements

Introduce tiered pricing with a free starter plan to lower adoption friction.; Add a mobile app with offline mode for low-connectivity users.