Switch guides, tool by tool
There is no migration: Causality Engine reads a GA4 CSV export, so it runs alongside whatever you use today. Each guide below covers the side-by-side evaluation for one tool, in five steps, and when it makes sense to cancel.
Three platforms, three answers, one budget to defend. Your GA4 export already holds the answer, and the first finding is free and never leaves your browser. Get your first finding free
- Switch from AdBeacon
First-party cookie + click tracking
- Switch from Adjust
Mobile measurement partner (MMP) attribution
- Switch from Admetrics
Bayesian statistics + multi-touch attribution
- Switch from Adobe Analytics
Rules-based attribution + Analysis Workspace
- Switch from Adverity
Marketing data pipeline (ETL)
- Switch from AgencyAnalytics
Client reporting dashboards
- Switch from Amplitude
Event-based product analytics + experimentation
- Switch from Analyzify
GA4 + GTM tracking implementation
- Switch from AppsFlyer
Mobile measurement partner (MMP) attribution
- Switch from Attribuly
First-party pixel + UTM tracking
- Switch from Attribution App
Rules-based + algorithmic multi-touch attribution
- Switch from BeProfit
Profit analytics with UTM attribution
- Switch from Billy Grace
First-party pixel and MTA combined with MMM
- Switch from Branch
Deep-link-based mobile attribution
- Switch from Cometly
First-party pixel + server-side tracking
- Switch from Converge
Server-side event tracking + data routing
- Switch from Daasity
Data centralization + BI reporting
- Switch from Databox
KPI dashboarding (no attribution modeling)
- Switch from Dreamdata
Multi-touch attribution with account-based mapping
- Switch from Elevar
Tracking data layer (not attribution)
- Switch from Eyk
Server-side tracking with multi-touch attribution
- Switch from Fairing
Post-purchase attribution surveys
- Switch from Fospha
Impression-based MMM + MTA hybrid
- Switch from Foxintelligence
Panel-based market share estimation
- Switch from Funnel.io
Data hub + optional Measure add-on (MMM / MTA / incrementality)
- Switch from Glew
BI dashboarding + reporting
- Switch from Haus
Geo-lift experiments, with Causal Attribution and Causal MMM calibrated on them
- Switch from Heap Analytics
Auto-capture event tracking + session replay
- Switch from HockeyStack
Multi-touch attribution with lift reports
- Switch from HubSpot Marketing
Contact-based attribution reporting
- Switch from Hyros
Server-side click tracking
- Switch from Kissmetrics
Person-based analytics and engagement tracking
- Switch from Klar
Pixel-based MTA, MMM and geo tests
- Switch from KnoCommerce
Post-purchase surveys
- Switch from Kochava
Mobile measurement partner (MMP) attribution
- Switch from Lebesgue
Competitive benchmarking + marketing audit
- Switch from Lifesight
Causal MMM, geo-lift tests and calibrated attribution
- Switch from Lifetimely
Cohort analysis + LTV prediction
- Switch from Littledata
Data layer tracking for GA4/Segment
- Switch from Measured
Geo-based incrementality testing
- Switch from Mixpanel
Event-based product analytics
- Switch from Northbeam
Machine-learning multi-touch attribution
- Switch from Oribi
Auto-event tracking + basic attribution
- Switch from Peel Insights
Cohort-based analytics and retention tracking
- Switch from Piwik Pro
First-party web analytics with consent management
- Switch from Polar Analytics
Deterministic multi-touch attribution on its first-party pixel
- Switch from Prescient AI
ML-based media mix modeling
- Switch from Recast
Bayesian marketing mix modeling
- Switch from RedTrack
Click and conversion tracking with a tracking script, postbacks and conversion APIs
- Switch from Rockerbox
Multi-touch attribution, MMM and control-group incrementality testing
- Switch from Ruler Analytics
Cookie-based multi-touch attribution
- Switch from SegmentStream
ML conversion probability modeling
- Switch from SegMetrics
Pixel-based multi-touch attribution
- Switch from Singular
Deterministic + probabilistic mobile attribution
- Switch from Statlas
Cross-channel performance reporting
- Switch from Supermetrics
Data extraction and aggregation (no attribution)
- Switch from TapClicks
Marketing data connectors and automated reporting
- Switch from ThoughtMetric
Rules-based multi-touch attribution
- Switch from TrackBee
Server-side tracking + first-party data
- Switch from Triple Whale
Pixel-based multi-touch attribution
- Switch from TrueProfit
Profit analytics with pixel-based ad attribution
- Switch from WeTracked
First-party pixel + server-side tracking
- Switch from Whatagraph
Cross-channel reporting (no attribution modeling)
- Switch from Wicked Reports
Click-based multi-touch attribution
- Switch from Windsor.ai
Rules-based and data-driven MTA
Your platforms guess.
We run the math.
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