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Selvra OS 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.

Selvra OS compared with Causality Engine
DetailSelvra OS logo Selvra OSCausality Engine logo Causality Engine
What it doesGoogle Ads profit optimisation for Shopify merchants See what actually drove the sales
StageNot given Not given
FoundedNot given 2023
Based inNot given NL
Pricing modelFree trial Paid
PricingPro plan: $39.99/month (billed monthly through Shopify), with 14-day free trial. €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
  • POAS Dashboard showing real profit on ad spend for every campaign
  • Approval Queue for all proposed changes before execution
  • Autonomy Controls to automate actions gradually as trust builds
  • Confidence Tiers showing accuracy based on margin data
  • Action History with full log of proposed and executed changes
  • Unlimited campaigns included in plan
  • Priority support
  • 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
  • Optimizes for profit instead of revenue, unlike standard ad platforms
  • Identifies campaigns losing money that appear successful by ROAS metric
  • Automatically combines Shopify margins with Google Ads data without manual reconciliation
  • Proposes and executes specific actions with plain-English reasoning
  • 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)43 −1 (down) since last check35 no change since last check
Trust Flow (Majestic)228
Citation Flow (Majestic)2020
Referring domains (Majestic)58124

5 details filled in for both companies.

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