AI Specialist · Marketing Workforce

App Agent™
Predictive App Growth Intelligence.

Predict installs, retention and LTV. Optimise the store. Defend ARPU.

App Agent™ unifies app stores, attribution, analytics, subscriptions, CRM and marketing data — forecasting installs, retention and LTV; running ASO experiments; and feeding ground-truth LTV back into paid bidding for iOS and Android.

+58%
Install growth
+42%
D30 retention
+34%
LTV uplift
Live
App Agent™
Forecast — Next 30 days
+58%installs
Confidence 88% · Driver: 14 ASO + retention experiments shipping
Installs / mo184k
D30 Retention42%
Blended CPI£1.84
Subscription LTV£48
Latest signal
iOS pricing-page variant predicted to lift conversion 22% — auto-shipping at 95% confidence.

Executive Overview

App growth is a different game.

App stores have their own physics: install conversion, store ranking, ATT, subscription cohorts, refund waves. App Agent™ runs all of it as one predictive system.

What it does

Unifies stores + attribution + retention + subscriptions; runs ASO and retention experiments; feeds LTV back to paid bidding.

Who it's for

Heads of App, mobile marketers, growth leaders at app-first companies and consumer subscription businesses.

Why it exists

App growth tools optimise installs. App Agent™ optimises LTV — the only metric that compounds into a defensible business.

Business Challenges

The problems App Agent™ solves.

App teams juggle stores, attribution, retention, paid and subscriptions in silos. App Agent™ runs them as one predictive system.

Challenge

Slow ASO experimentation

Generates and ships store-listing variants 9× faster, with predicted lift.

Challenge

iOS ATT blindspot

Models incrementality and probabilistic attribution to recover signal lost to ATT.

Challenge

Stalled retention

Detects cohort decay early and prescribes lifecycle, push and in-app interventions.

Challenge

LTV unknown until too late

Predicts D7/D30/D90 LTV and feeds into UA bidding within hours of install.

Challenge

Subscription refund waves

Forecasts refund risk and triggers save-flows pre-cancel.

Challenge

Wrong UA budget split

Reallocates UA spend across networks based on predicted LTV — not CPI.

Challenge

Localised store presence

Tests and ships localised store listings per market continuously.

Challenge

Review reputation drift

Monitors store reviews and prescribes prompt timing and copy.

Challenge

Subscription stacking opportunities

Detects cross-sell signals for premium tiers and add-ons.

Connected Data

Connected to the entire stack.

Wired into every app-growth signal source — stores, attribution, subscriptions, analytics and CRM.

Apple App Store Connect
Apple App Store Connect
Store

Store listings, conversion, reviews, finance

Google Play Console
Google Play Console
Store

Store listings, vitals, finance, experiments

AppsFlyer
AppsFlyer
Attribution

MMP attribution and cohorts

Adjust
Adjust
Attribution

Install attribution and fraud detection

Branch
Branch
Attribution

Deep linking and attribution

Singular
Singular
Attribution

Marketing data unification

RevenueCat
RevenueCat
Subscriptions

Subscription state, LTV, churn signals

Firebase
Firebase
Analytics

In-app events and engagement

Amplitude
Amplitude
Analytics

Product analytics and cohorts

Mixpanel
Mixpanel
Analytics

Event analytics and funnels

Salesforce
Salesforce
CRM

Cross-device customer attribution

BigQuery
BigQuery
Warehouse

Joined app × marketing data

Interactive Dashboard

A command centre for app growth.

Installs, retention, LTV, store performance and paid efficiency in one executive view — with predicted next-90-day trajectory.

Installs / mo
184k
+58%
D30 Retention
42%
+42%
Blended CPI
£1.84
−24%
Forecast Confidence
88%
stable
Installs + LTV-weighted forecast
Last 90 days · Next 30 days
forecast →
Executive Summary

Install growth set to lift +58% over 30 days, weighted toward iOS subscription cohorts with +34% predicted LTV.

Store-listing experiment on Play Store hero is the highest-confidence winner — shipping today with +22% predicted install conversion.

High confidence14 experiments live

Predictive Signals

Opportunities the moment they appear.

App Agent™ surfaces ASO, retention and subscription signals scored by confidence and LTV impact.

ASO Winner Ready
Play Store hero variant B
Estimated impact+22% Install Conversion
Confidence95%
Potential value£62,000/yr
Retention Decay Forecast
iOS D7 cohort — paid UA
Estimated impactRecover £42k LTV
Confidence89%
Potential value£42,400/yr
Subscription Cross-Sell
Premium tier — 8,200 eligible
Estimated impact+18% ARPU
Confidence86%
Potential value£38,200/yr

Forecasting

Predict the future. Plan with confidence.

Every forecast includes LTV assumptions, cohort drivers and confidence bands — so app growth and finance plan from the same number.

Installs — Next 90 days
Current
412k
Predicted
684k
Confidence band88%
AppsFlyerApp Store ConnectPlay ConsoleModel v3.8
LTV-weighted Revenue — Next 90 days
Current
£684k
Predicted
£1.18M
Confidence band84%
RevenueCatSalesforceAttribution v3.0

Recommendations

Intelligent actions, prioritised by commercial value.

P0
Ship Play Store hero variant B (+22% install conversion)
Engineering
Value
£62,000/yr
Effort
Low
P0
Launch retention save-flow for iOS D7 decay cohort
Content Agent™CRM Agent™
Value
£42,400/yr
Effort
Medium
P1
Cross-sell premium tier to 8,200 eligible subscribers
CRM Agent™
Value
£38,200/yr
Effort
Low
P2
Localise store listings for top 6 markets
Brand Agent™
Value
£48,000/yr
Effort
Medium

Business Outcomes

Measurable commercial value.

+58%
Install growth
+42%
D30 retention
+34%
Predicted LTV
−24%
Blended CPI
+24pts
Subscription retention
ASO experiment velocity
−42%
Refund-wave losses
−68%
Time spent reporting

Marketplace

One-click deployable assets.

Templates, playbooks, industry packs and connector bundles that make App Agent™ productive in days, not quarters.

Premium

App Growth Operating System

Stores + attribution + retention + paid pre-wired

Playbook

Consumer Subscription Playbook

RevenueCat + lifecycle + retention bundle

Automation

iOS ATT Recovery Pack

Probabilistic + incrementality LTV modelling

Connectors

ASO Operating System

Listings, keywords, creative experiments at scale

Industry

Gaming Studio Pack

F2P + IAP + ad-monetised cohort modelling

Industry

Health & Fitness Library

Trial-to-paid + retention playbooks

Managed AI Workforce

Your AI.
Our Team.

Run App Agent™ yourself, or let the NESTSIGNAL Managed Workforce team continuously monitor signals, validate recommendations and execute the agreed actions — directly inside your stack.

Talk to the Managed team
Managed App Store Optimisation
Managed UA Programs
Managed Retention Programs
Managed Subscription Operations
Managed App Lifecycle
Managed Localisation
Managed App Reporting
Managed Review Reputation

Advisory

Strategic services from senior practitioners.

Beyond software — NESTSIGNAL Advisory provides the strategy, governance and leadership to make App Agent™ a board-level asset.

Strategy
Content Strategy
Growth Strategy
AI Transformation
Executive Workshops
Fractional Leadership
Department Reviews
Technology Strategy

Connectors

Every compatible connector.

Grouped by category. Click to deploy.

Apple App Store ConnectGoogle Play ConsoleAppsFlyerAdjustBranchSingularRevenueCatFirebaseAmplitudeMixpanelSalesforceBigQuery

Customer Outcomes

Commercial impact, measured.

Consumer subscription
+£1.6M
Subscription revenue, year one
Gaming studio
+58%
D30 retention, 6 months
Health & fitness app
−32%
Blended CPI

FAQ

Frequently asked.

What is the NESTSIGNAL App Agent™?+

App Agent™ is the Predictive App Growth Intelligence Specialist inside the NESTSIGNAL Agentic Workforce. It unifies app stores, attribution, analytics, subscriptions, CRM and marketing data — forecasting installs, retention, LTV and revenue across iOS and Android.

Which app surfaces are supported?+

Apple App Store, Google Play, app-stores in China and SE Asia (where available), plus subscription platforms (RevenueCat, Apphud) and attribution (AppsFlyer, Adjust, Branch, Singular).

How does it handle ASO?+

Tracks keyword rankings, conversion-rate variants, store creative experiments and competitor moves — and ships winning combinations directly to the stores.

Does it predict retention and LTV?+

Yes — cohorted retention curves, predicted D7/D30/D90 retention, predicted LTV by acquisition source and segment.

How does it work with Paid Media Agent™?+

Feeds source-of-truth LTV and retention back into paid bid optimisation — closing the loop between UA spend and downstream value.

What does it cost?+

Standalone or as part of the Marketing Workforce. Pricing scales with apps, monitored stores, attribution sources and MAUs. Book a demo for a tailored proposal.

Book a demo

See App Agent™ forecast your next 90 days of app growth.

30-minute working demo. Live stores + attribution. Real LTV forecast across iOS and Android.