Skip to main content
SaaS Directory Info

Reference edition 2026.46

Sign in

Paid Lens vs Causality Engine

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Paid Lens compared with Causality Engine
DetailPaid Lens logo Paid LensCausality Engine logo Causality Engine
What it doesDecision intelligence for paid growth See what actually drove the sales
StageStartup Not given
Founded2025 2023
Based inNot given NL
Pricing modelFree trial Paid
PricingGrowth $149/mo, Pro $349/mo, Agency $499/mo, Enterprise custom. Currently in private beta with no charges. €99 one-time for a single causal read on your GA4 export (refundable within 30 days), or €299 per month for Pro (continuous attribution, automated GA4 ingestion, AI chatbot, budget alerts, unlimited seats, cancel anytime). Enterprise available as a 90-day pilot on custom terms.
Key features
  • Prioritized marketing recommendations with expected business impact
  • AI Analyst for plain-English questions
  • Daily anomaly, tracking and pacing checks
  • Read-only connections to Google Ads, Meta Ads, Microsoft Ads, and CRMs
  • Performance Plan with owners and expected impact
  • Spend, pipeline and revenue forecasting
  • Causal inference model separates what each channel caused from what it only touched
  • Data-health score from 0 to 100 on every channel
  • Direct attribution split back to original source channels
  • Results in 1-2 minutes from CSV upload
  • No pixel, SDK, or code installation required
  • EU data residency and first-party data only
  • Last-click comparison next to causal attribution
  • Paths to purchase and receipts for all numbers
  • Automated GA4 ingestion with Pro plan
  • AI chatbot for ad-hoc questions over attribution data
What makes it different
  • Explainable AI that shows evidence and reasoning behind every recommendation instead of opaque scores
  • Confidence scores based on data quality rather than model certainty
  • Read-only access with human approval required for all changes
  • Business outcomes instead of platform metrics as optimization target
  • Unified measurement model across advertising platforms, CRM and revenue data
  • Only causal attribution tool that doesn't have an ad platform's budget to protect
  • No onboarding, pixel, or developer needed - works directly on GA4 exports
  • Unlimited team seats included at no extra cost
  • Real results from named beta brands with revenue lifts of 30-60%
Community votes00
DR (Domain Rating by Ahrefs)9 no change since last check35 no change since last check
Trust Flow (Majestic)18
Citation Flow (Majestic)2620
Referring domains (Majestic)22124

6 details filled in for both companies.

More alternatives to Paid Lens More alternatives to Causality Engine

Questions?