---
title: "Discount Decision AI Shopify App Profile"
description: "Discount Decision AI analyzes your store's product and order data to tell you exactly what to do with each product. Sync your products and instantly get a clear recommendation —Discount Now, Do Not Discount, Consider Bundle, Protect Margin, Low Stock, or Need More Data — along with the key reasons behind each decision and suggested discount ranges where applicable. No spreadsheets, no guesswork. Just clear, data-driven guidance built for busy merchants."
canonical_url: "https://shoplist.co/shopify-apps/discount-decision-ai"
markdown_url: "https://shoplist.co/shopify-apps/discount-decision-ai.md"
last_updated: "2026-10-13"
entity_type: "shopify_app"
slug: "discount-decision-ai"
source: "public Shopify app profile allowlist"
---

# Discount Decision AI Shopify App Profile

> Discount Decision AI analyzes your store's product and order data to tell you exactly what to do with each product. Sync your products and instantly get a clear recommendation —Discount Now, Do Not Discount, Consider Bundle, Protect Margin, Low Stock, or Need More Data — along with the key reasons behind each decision and suggested discount ranges where applicable. No spreadsheets, no guesswork. Just clear, data-driven guidance built for busy merchants.

## Quick answer
Discount Decision AI has 0 detected stores in Shoplist. This Markdown profile displays 0 public brand examples; it is not a complete customer list.

## Key facts
- Name: Discount Decision AI
- Monitoring status: Storefront detection limited
- Developer: Henry Oh
- Developer profile: https://shoplist.co/app-developers/test-jj-ellie
- Shopify App Store URL: https://apps.shopify.com/discount-decision-ai
- Launch date: May 8, 2026
- Shoplist category: Marketing Automation
- Free plan signal: Yes
- Free trial signal: Yes

## Pricing summary
Free: Free; Starter: $9/month

Shoplist has not yet found reliable public storefront evidence connecting a Shopify store to this app. This does not mean the app has no users. Some apps are new, admin-only, server-side, theme-independent, or otherwise difficult to detect from public storefront signals.


## App Signals
As of November 9, 2026:

- Stores running it: 0, 0.0% of the stores Shoplist tracks
- Store movement, last 28 days: +0 new stores, +0 returning, −0 removed, net 0 (estimated; 2 days held out of movement)
- Primary App Store category: Analytics, #1,482 (14-day median position)
- Listing reviews: 0

## Public callouts
- Instant product recommendations based on real sales and inventory data
- Six clear recommendation types with reasons and suggested discount ranges
- Syncs directly with your Shopify products and orders — no manual setup
- Dashboard view showing all products with recommendations at a glance
## Shopify App Store categories
- Analytics
- Pricing optimization

## Data note
Profile updated: October 13, 2026. This is the profile revision date, not a guarantee that every store was checked on that date.
Public snapshot built: 2026-11-09 12:46:21.903983\+00
Detection metrics refreshed: 2026-11-09 10:00:00.198215\+00
Public app evidence date: 2026-10-13 23:05:14.708239\+00
This generated Markdown profile intentionally exposes only public, stable app-profile fields and a small public app-stack sample from Shoplist. It excludes private contact data, people data, internal scores, crawl provenance, full datasets, and unstable operational fields.

## Related links
- [HTML app profile](https://shoplist.co/shopify-apps/discount-decision-ai)
- [Shopify apps directory](https://shoplist.co/shopify-apps)
- [Shoplist data methodology](https://shoplist.co/data-methodology.md)