powered by Mobupps

Predict. Recommend. Perform.

Echo AI inside MobuppsX: audience selection with an Echo recommendation banner, audience performance scatter, audience overlap, cross-device journey and conversions by device Echo AI inside MAFO: ROAS optimization with a current-versus-optimized comparison, publisher scale, throttle and block decisions, incrementality and net-new value Echo AI inside i/RTB: supply pack and QPS view with a supply-pack table, traffic mix donut and a 24-hour QPS band chart

ECHO AI – The Decision Engine Behind Mobupps Proprietary Technologies, Turning Data into Actionable Campaign Intelligence.

ECHO AI Recommendation Engine connects insights across MAFO, MobuppsX, and i/RTB to optimize campaigns with precision. It detects overlapping exposure, organic uplift anomalies, early cannibalization and ensures recommendations are only applied when net-new value is proven across Mobile, Web, and CTV channels.

ECHO AI drives measurable results
across top verticals

$150K+
Fintech
Monthly Revenue Growth
$200K+
E-commerce
Monthly Revenue Growth
$100K+
EdTech
Monthly Revenue Growth
$75K+
Healthcare
Monthly Revenue Growth

The Problem

Too many dashboards, not enough decisions

Creative iteration is slow and subjective

Optimization is reactive instead of predictive

Recommendation Engine is built to close this loop.

Core Capabilities

Cross-Device Signal Unification

Mobile, Web, and CTV signals are combined into a single decision layer, optimizing the user journey as a whole rather than in isolation.

Echo AI inside MobuppsX: audience selection with an Echo recommendation banner, audience performance scatter, audience overlap, cross-device journey and conversions by device

Incrementality & Net-New Value Detection

Detects overlapping exposure, organic uplift anomalies, and early cannibalization. Recommendations are applied only when the net-new value is proven.

Echo AI inside MAFO: ROAS optimization with a current-versus-optimized comparison, publisher scale, throttle and block decisions, incrementality and net-new value

Automated, Actionable Recommendations

Real-time guidance across targeting, creative, pacing, and budget allocation, reducing testing cycles and maximizing ROI from day one.

Echo AI inside i/RTB: supply pack and QPS view with a supply-pack table, traffic mix donut and a 24-hour QPS band chart

Audience Segmentation with Predictive Potential

Leveraging one of the industry's richest behavioral datasets to identify high-value users early and allocate spend efficiently.

Echo AI inside MobuppsX: audience selection with an Echo recommendation banner, audience performance scatter, audience overlap, cross-device journey and conversions by device

Integrated with Mobupps' technology ecosystem

  • MAFO: Campaign management & business automation platform
  • MobuppsX DSP: Scale mobile app growth & maximize ad potential
  • i/RTB: AI-powered supply & bidding infrastructure for programmatic growth
MAFO, MobuppsX, i/RTB

How Does ECHO AI
Recommendation Engine Work?

Echo AI analyzes historical performance data to connect advertisers and publishers more intelligently, recommending the right partners.

For Advertisers

  • Detects top-performing publishers by GEO, vertical, and KPI
  • Alerts via Notification Center when recommendations are ready
  • Recommendations appear on the Advertiser Info Page
Echo AI inside MAFO: ROAS optimization with a current-versus-optimized comparison, publisher scale, throttle and block decisions, incrementality and net-new value

For Publishers

  • Suggests campaigns and offers similar to historical top-performers
  • Alerts via Notification Center for new opportunities
  • Recommendations shown on the Publisher Info Page
Echo AI inside i/RTB: supply pack and QPS view with a supply-pack table, traffic mix donut and a 24-hour QPS band chart

Stop analyzing. Start acting.

Try ECHO AI Recommendation Engine on your campaign to optimize faster, scale smarter, and maximize ROI from day one.

Email us: echoai@mobupps.com

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ECHO AI is a decision-intelligence layer that connects insights from MAFO, MobuppsX, and i/RTB. It analyzes historical campaign performance, detects patterns across advertisers and publishers, and delivers actionable recommendations—automatically surfaced in-platform when net-new value is proven.

ECHO AI operates across Mobile, Web, and CTV channels and supports all major verticals—including Fintech, E-commerce, EdTech, and Healthcare. It is natively integrated within the Mobupps technology stack, including MAFO, MobuppsX DSP, and i/RTB.

The engine continuously monitors for overlapping exposure, organic uplift anomalies, and early signs of cannibalization across your active campaigns. Recommendations are only surfaced when the data confirms that a proposed change will generate incremental, net-new value—not simply shift existing results.

Yes. For advertisers, ECHO AI surfaces top-performing publishers and flags opportunities on the Advertiser Info Page. For publishers, it suggests campaigns matching historical performance patterns and alerts them to new opportunities—all via in-platform Notification Center.