InstApp Deal

InstApp Deal is a mobile application that lets users search for and redeem coupons at participating retailers, built around word-of-mouth style discovery and push notifications for new deals. As the number of participating retailers and deals grew, helping users find offers actually relevant to them became more difficult.

InstApp Deal
Case Study Technologies Used

Front End

Back End

Database

Others

React Native

React Native

Cross-platform iOS and Android apps from a shared codebase.

Impact study

Matching shoppers to the deals they're most likely to redeem

InstApp Deal is a mobile application that lets users search for and redeem coupons at participating retailers, built around word-of-mouth style discovery and push notifications for new deals. As the number of participating retailers and deals grew, helping users find offers actually relevant to them became more difficult.

This case study highlights the challenges faced by InstApp Deal, the solution implemented by eForte, and the resulting benefits that improved how often users found and redeemed deals they cared about.

Pillars involved

  • Velocity AI
  • Agentic Orchestration
  • Foundational Data Layer

Deliverables

  • 01

    Personalized deal recommendation model

  • 02

    Unified retailer and redemption data platform

  • 03

    Automated push notification targeting

  • 04

    Redemption trend dashboard

The Challenge

InstApp Deal's original notification system pushed new deals to all users in a category

InstApp Deal's original notification system pushed new deals to all users in a category or location rather than tailoring offers to individual shopping habits. As the volume of available deals grew, users increasingly received notifications for offers irrelevant to them, leading many to ignore push notifications altogether.

This meant retailers' offers often reached users unlikely to redeem them, while users who would have been genuinely interested in a specific deal sometimes never saw it prominently surfaced.

InstApp Deal challenge — InstApp Deal's original notification system pushed new deals to all users in a category

InstApp Deal's original notification system pushed new deals to all users in a category or location rather tha…

Solution

Built for measurable impact

eForte helped InstApp Deal personalize deal discovery based on each user's actual redemption behavior.

Capability 01

Foundational Data Layer for redemption data

Deal views, redemptions, and category preferences were unified into a single user profile, giving the platform a clear picture of each shopper's actual interests.

InstApp Deal solution — Foundational Data Layer for redemption data

Capability 02

Velocity AI for deal matching

A Velocity AI model matches each user to the deals they're statistically most likely to redeem, based on their unified profile and behavior patterns.

InstApp Deal solution — Velocity AI for deal matching

Capability 03

Agentic Orchestration for notification targeting

Agentic Orchestration automatically targets push notifications to the users most likely to act on a given deal, rather than broadcasting to entire categories or locations.

InstApp Deal solution — Agentic Orchestration for notification targeting
Results

Outcomes that matter

Personalized matching has improved deal relevance and redemption rates across InstApp Deal's user base.

Higher redemption rates

Users now redeem a higher share of the deals they're notified about, since offers are matched to their actual interests.

Improved notification engagement

More relevant targeting has increased how often users open and act on push notifications rather than ignoring them.

Better retailer outcomes

Retailers see their offers reaching shoppers who are statistically more likely to redeem them, improving the value of participating in the platform.

Key takeaway

By personalizing deal discovery around real redemption behavior, InstApp Deal turned broad, low relevance notifications into targeted offers users actually act on.

Impact study

InstApp Deal

Matching shoppers to the deals they're most likely to redeem

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