Category
Analytics & Attribution AI tools
Advanced marketing analytics, privacy-resilient Marketing Mix Modeling (MMM), multi-touch attribution (MTA), predictive customer lifetime value (pLTV) forecasting, social commerce trend detection, and podcast audio attribution.
Marketing Mix Modeling & Incremental Lift · 11
Fospha
Privacy-first marketing measurement platform using machine learning to attribute eCommerce revenue across paid social and search.
£1,000–£3,000/moProprietary moatMeasured
Incrementality measurement platform for DTC and enterprise brands using automated experimentation to validate marketing spend.
From $3,000/moProprietary moatPrescient AI
First-party marketing mix modeling (MMM) platform accurately forecasting campaign revenue impact without tracking cookies.
From $2,000/moProprietary moatRecast
Modern Marketing Mix Modeling (MMM) platform providing daily Bayesian causal incrementality measurement for omnichannel advertisers.
$2,000–$5,000/moProprietary moatRockerbox
Marketing attribution platform coordinating cross-channel media spend, offline conversions, and incrementality tests for DTC brands.
From $1,500/moProprietary moatSingular AI
Unified marketing measurement platform combining mobile attribution, ad cost aggregation, and automated fraud prevention.
$500–$3,000/moProprietary moat
See all 11 Marketing Mix Modeling & Incremental Lift tools →
Multi-Touch Attribution & eCommerce Dashboards · 37
Adverity
Marketing data intelligence platform automating data integration, transformation, and automated reporting across hundreds of digital advertising channels.
Custom / enterprise pricingProprietary moat (category leader)ReviewedAppsFlyer
Mobile measurement platform delivering cross-platform attribution, privacy-preserving measurement, and deep linking.
Custom / enterprise pricingProprietary moat (category leader)Branch Metrics AI
Linking and measurement platform delivering deep linking, web-to-app attribution, and unified cross-platform analytics.
Custom / enterprise pricingProprietary moat (category leader)Lifesight
Unified marketing measurement platform combining Marketing Mix Modeling (MMM), Multi-Touch Attribution (MTA), and incrementality testing.
Custom / enterprise pricingProprietary moatPostHog AI
Open-source product analytics and user session suite offering AI-assisted SQL queries, feature flags, and survey tools.
Open source (self-host) · Cloud plans availableProprietary moatSimilarweb AI
Digital market intelligence platform analyzing web traffic, audience demographics, and competitive keyword benchmarks.
Custom / enterprise pricingProprietary moat (category leader)
See all 37 Multi-Touch Attribution & eCommerce Dashboards tools →
Predictive LTV, Churn & Customer Analytics · 7
Pecan AI
Predictive AI platform that uses automated machine learning (AutoML) to forecast customer churn, lifetime value, and conversion propensity.
From $760/moProprietary moatBrandwatch
Consumer intelligence and social listening platform analyzing brand perception, market trends, and competitor mentions at scale.
Custom / enterprise pricingProprietary moatContentsquare
Digital experience analytics platform providing AI-powered visual heatmaps, session replays, and customer journey optimization.
Custom / enterprise pricingWorkflow-embeddedHeap Analytics
Digital insights platform automatically capturing every web interaction to illuminate hidden customer journey drop-offs.
Custom / enterprise pricingWorkflow-embeddedKeen Decision Systems
AI-powered marketing mix modeling and budget optimization software for predictive revenue and financial forecasting.
Custom / enterprise pricingWorkflow-embeddedSurvicate AI
Customer feedback and survey software with AI sentiment analysis and automated Net Promoter Score (NPS) tracking.
$89–$299/moProprietary moat
See all 7 Predictive LTV, Churn & Customer Analytics tools →
Social Commerce & Product Analytics · 3
FastMoss
TikTok eCommerce and livestream analytics platform offering shop intelligence, creator discovery, and trending product radar.
From $100/moProprietary moatSensor Tower
Mobile app economy intelligence platform offering app store optimization, download estimates, and advertising insights.
Custom / enterprise pricingWorkflow-embeddedShoplazza AI
Global commerce platform offering built-in AI analytics, storefront tools, and conversion tracking for cross-border retailers.
Revenue share / media-spend basedWorkflow-embedded