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About

Most attribution tools tell you which ads a customer clicked before buying. That is correlation. Causality Engine tells you what would have happened to your revenue if you had never run those ads. That is causation. We use causal inference, the same statistical methodology behind clinical drug trials, to calculate the incremental revenue each marketing channel actually generates. Not touched. Not assisted. Actually caused. The math is simple: if Meta reports 4.2x ROAS but your total revenue stays flat when you cut spend by 30%, those conversions were going to happen anyway. Causality Engine quantifies exactly how much. Connect your GA4 and Shopify data. Get your first causal analysis in under 5 minutes. No tracking pixels, no cookies, no complex integrations. Just upload your data and see which channels create real growth and which ones take credit for growth that was already happening. One-time analysis: $99. Continuous intelligence: $299/month.

About

TraceRoot.AI is an open source, AI-native observability and debugging platform designed to help engineering teams resolve production issues faster. It consolidates telemetry into a single correlated execution tree that provides causal context for failures. AI agents operate over this structured view to summarize issues, pinpoint likely root causes, and even suggest actionable fixes or draft GitHub issues and pull requests. It offers interactive trace exploration with zoomable log clusters, span and latency views, and code-linked insights. Lightweight SDKs for Python and TypeScript enable seamless instrumentation using OpenTelemetry, with support for both self-hosted and cloud deployment. Human-in-the-loop interaction is central: developers can guide reasoning by selecting relevant spans or logs, then verify agent reasoning through traceable context.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Shopify e-commerce brands in beauty, fashion, and lifestyle running $10K+ monthly ad spend across Meta, Google, and TikTok. Specifically: founders, heads of growth, and marketing leads at brands doing $1M to $50M annual revenue who need to understand which channels drive incremental sales versus which ones claim credit for conversions that were already going to happen. Currently using tools like Triple Whale, Northbeam, or native platform dashboards and questioning whether the numbers reflect reality.

Audience

Engineering and DevOps teams in need of a tool to fix bugs faster by using AI-guided, trace-based debugging with contextual reasoning and streamlined GitHub integration

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

No images available

Screenshots and Videos

Pricing

$99/month
Free Version
Free Trial

Pricing

$49 per month
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Causality Engine
Founded: 2023
Netherlands
causalityengine.ai

Company Information

TraceRoot.AI
Founded: 2025
United States
traceroot.ai/

Alternatives

Alternatives

Arize Phoenix

Arize Phoenix

Arize AI
TelemetryHub

TelemetryHub

TelemetryHub by Scout APM
RATH

RATH

Kanaries Data

Categories

Categories

Integrations

CAMEL-AI
GitHub
Google Analytics
JavaScript
Meta Ads
Notion
OWL
OpenTelemetry
Python
Shopify
Slack
TypeScript

Integrations

CAMEL-AI
GitHub
Google Analytics
JavaScript
Meta Ads
Notion
OWL
OpenTelemetry
Python
Shopify
Slack
TypeScript
Claim Causality Engine and update features and information
Claim Causality Engine and update features and information
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Claim TraceRoot.AI and update features and information