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Revenue evidence for commerce

Know which revenue signal to trust.

We trace the event from storefront to ad platform and warehouse, then reconcile the path your team uses to allocate spend.

An engineer validating commerce events across physical devices

One order. Three competing stories.

  1. iOS Privacy Changes Gutted Your Tracking

    Browser and platform privacy changes remove part of the journey from client-side tracking.

  2. Every Platform Takes Full Credit

    Each platform claims overlapping credit for the same order.

  3. Budget Allocation Based on Bad Data

    Budget allocation defaults to numbers the team already suspects are incomplete.

Trace revenue from event to evidence.

Storefront, data, warehouse, and reporting systems connected by one evidence path
  1. 01

    Attribution Audit

    We audit your current tracking setup: every pixel, every tag, every conversion event. We map where data flows, where it breaks, and where platform numbers diverge. You get a gap analysis showing exactly how much data you’re losing.
  2. 02

    Server-Side Tracking

    We deploy server-side tracking through server GTM. Data flows from your server to platforms - bypassing ad blockers, cookie restrictions, and iOS privacy features. Meta Conversions API, Google enhanced conversions, and TikTok Events API go live.
  3. 03

    Multi-Touch Attribution

    We implement attribution models that credit every touchpoint proportionally - not the last-click fiction that most platforms default to. First-touch, linear, time-decay, or custom-weighted models. One model, one dashboard, one truth.
  4. 04

    Data Modeling & Reconciliation

    Platform numbers get reconciled through data modeling. We build a unified view that shows actual conversions, actual revenue per channel, and actual ROAS - not platform-reported vanity metrics.

The evidence layer behind every channel.

  • Server-Side Tracking

    Server GTM and first-party collection.
  • Conversions API

    Meta, Google, and TikTok Events API.
  • Multi-Touch Attribution

    Custom-weighted for your business.
  • Data Layer Architecture

    Tag governance and clean data flow.
  • Unified Dashboard

    One source of truth across all channels.
  • Data Reconciliation

    Cross-platform deduplication.
  • Ongoing Monitoring

    Quarterly attribution reviews.
  • Documentation & Training

    Team training on reading attribution data.
Commerce operators reviewing product and customer information together

When every platform claims the same order.

Platform reports were claiming overlapping revenue. We reconcile storefront conversions against channel events and build one evidence path for allocation.

Read the full case study

Complete the revenue data path.

  • CDP & Data Architecture

    Unified customer profiles, real-time segmentation, and the data infrastructure that powers everything downstream.
    Learn more
  • Ecommerce Analytics

    Server-side tracking, GA4 enhanced ecommerce, and analytics infrastructure for DTC brands.
    Learn more
  • Klaviyo Email & SMS

    Automated flows and campaigns powered by your attribution data to maximize revenue.
    Learn more

Common questions

How does server-side tracking actually work?

Instead of your visitor’s browser sending data to Meta, Google, and other platforms (which gets blocked by ad blockers and iOS privacy), your server sends it. When a conversion happens, your server fires the event directly to each platform’s API. The data is more complete, more accurate, and more resilient to browser-side limitations.

What attribution model should we use?

It depends on your sales cycle and channel mix. Short purchase cycles (DTC ecommerce) often work well with time-decay or position-based models. Longer cycles (B2B, considered purchases) benefit from custom-weighted models. We’ll recommend the right model during the audit - and we can run multiple models in parallel so you can compare.

Will this disrupt our live ad campaigns?

No. Server-side tracking runs in parallel with your existing setup. We validate accuracy before making any changes. Your campaigns keep running without interruption while your data improves underneath.

How do you handle the agency white-label model?

We stay invisible. Your clients see your agency’s branding on dashboards and reports. Communication flows through your team. Pricing is flexible - per-client, per-project, or retainer. We’re your technical backend, not a competing agency.

Make budget decisions from reconciled revenue.

Start with one order path. We will map the evidence, expose where platforms disagree, and define what trustworthy reporting requires.

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Attribution Setup | Autonomous