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Discount Decision AI Shopify App: Pricing, Features & First-Adopter Watch

Analytics & Pricing optimization

Updated May 12, 2026

No signal

By Henry Oh

Launched May 8, 2026. Shoplist is monitoring first merchant evidence, pricing, and feature details for this Shopify app.

Shoplist public signals

What is visible for Discount Decision AI right now

Signal date May 12, 2026

Monitoring status

First-adopter watch

Monitoring first merchant evidence

As of May 12, 2026

Momentum

0 No signal

Install trend held steady over the last 28 days

As of Jun 13, 2026

No signal0% confidence

0 momentum score

Install trend held steady over the latest 28-day window.

Updated Jun 13, 2026

0 installs

Momentum inputs

28d installs

0

Prev. 28d

0

New 28d

0

30d reviews

0

Installs
0
Growth
50
Adoption
0
Reviews
0
Fit
82

Quick answer

Discount Decision AI launched on May 8, 2026. Shoplist is monitoring first public merchant evidence and pricing changes.

Pricing

Pricing and plan posture

Free

Free
  • Discount recommendations
  • Key factors and reasoning
  • Up to 5 products

Starter

$9
  • Discount recommendations
  • Full recommendation history
  • Key factors and reasoning
  • Unlimited products

App-store listing

About Discount Decision AI

Analyzes your product and order data to recommend when to discount, hold, or bundle.

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.

Listing highlights

  • 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

Features

Monitoring

Analytics

Customer behavior

Activity tracking

Pricing management

AI-powered rules

Marketing and sales

AI insights

Visuals and reports

Analytics dashboard
Discount Decision AI dashboard showing product recommendations
Product detail showing Discount Now recommendation
Dashboard showing product list with recommendation badges
Product detail showing Protect Margin recommendation

Methodology

How to read these signals

Counts are based on Shoplist's latest available public crawl signal dated May 12, 2026.

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.

Merchant rows are filtered to public brand profiles with enough public data to link safely. Full workflow, filtering, and monitoring stay behind signup.

Review, pricing, feature, screenshot, and listing-change data come from public Shopify App Store and Shoplist crawl records. Signals can change between crawls.

FAQ

Questions about Discount Decision AI

Has Shoplist detected stores using Discount Decision AI yet?

Shoplist has not yet found reliable public storefront evidence for Discount Decision AI. The page tracks first merchant evidence as it appears.

What does first-adopter watch mean?

It means Shoplist is monitoring launch context, first storefront-detectable merchant evidence, and pricing.

Can I get alerts when stores start using Discount Decision AI?

Yes. Create a watchlist to get alerted when Shoplist finds public merchant evidence for Discount Decision AI.

Keep watching Discount Decision AI

Turn this public profile into a monitored app workflow for first detections, reviews, pricing, related apps, and listing-change history.

Get alerted when stores start using Discount Decision AI