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AdSwipeFile 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.

AdSwipeFile compared with Causality Engine
DetailAdSwipeFile logo AdSwipeFileCausality Engine logo Causality Engine
What it doesThe ad creative swipe file of winning ads without guesswork See what actually drove the sales
StageNot given Not given
FoundedNot given 2023
Based inNot given NL
Pricing modelFreemium Paid
PricingFree to browse with limited access (12 newest ads per list). Free account unlocks the full library with no credit card required. €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
  • Browse ads by niche (industry)
  • Browse ads by format (UGC, before/after, testimonial, etc.)
  • Browse ads by brand
  • Search across all ads
  • Save ads to favorites with free account
  • JSON API for developers
  • MCP server for AI assistants
  • Content accessible as markdown for software
  • 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
  • 22,543+ winning ads from major platforms in one searchable library
  • Organized by brand, niche and format for easy research
  • Completely free to browse and use with optional account
  • API and MCP access for developers and AI assistants
  • 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)3 no change since last check35 no change since last check
Trust Flow (Majestic)88
Citation Flow (Majestic)2820
Referring domains (Majestic)331124

5 details filled in for both companies.

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