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How it works

From platform claims to a number you can defend.

No clean room, no identity graph, no new pixel. Catalxst takes what the platforms already report, puts it on common terms, and shows its work.

  • Meta

    7-day click, 1-day view

    1,240

  • Google Search

    Data-driven, 30-day click

    1,910

  • TikTok

    7-day click, 1-day view

    540

  • Amazon

    ML-adjusted last-touch, 14-day

    1,480

Catalxst

Normalize · Discount · Log

Incremental conversions

3,000

Meta
812
Google Search
1,012
TikTok
447
Amazon
729
What each platform reports on its own terms becomes one comparable number. Illustrative data.

Meta

Google Search

TikTok

Amazon

01 · Connect

Read-only access to the accounts you already have.

Authorize Meta, Google Ads and TikTok with OAuth; Amazon and retail media follow. No pixel to install, no tag to change, no customer data to upload.

Four glass rulers of different heights.

Client window

7-day click

02 · Normalize

One window and one model per client.

Amazon counts ML-adjusted last-touch, Walmart a 3-day multi-touch window, Meta redefined click-through in March 2026. Catalxst converts every channel to the terms you choose, logs each methodology change with a date, and restates history.

Meta · last 30 daysIllustrative · try it

Where every client starts.

Reported conversions1,240
Normalized to 7-day click1,068
Incremental812
Reported ROAS
4.10
iROAS
2.68

03 · Discount

From attributed to incremental, with the source showing.

A factor per channel, seeded from published experiment benchmarks and replaced by your own lift test the day you log it. Drag it and see.

Hands holding a phone showing a simple report.

September report

Ready

04 · Report

One cross-channel view, and a report your client can read.

Operators see every client in one console. Clients see their channels side by side, with iROAS next to platform ROAS, on the web or on a phone.

The reconciled view, every figure expandable.

Reconciliation · last 30 daysIllustrative data
ChannelReported ROASiROAS
Meta4.102.68
Google Search6.203.29
TikTok2.401.99
Amazon5.302.61
Conversions by channel Reported Incremental
01,0002,000MetaGoogle SearchTikTokAmazon
Reported, normalized and incremental results by channel. Illustrative data.
  1. Reported

    1,240

    Meta · 7-day click, 1-day view

  2. Normalized

    1,068

    Client window: 7-day click

  3. Incremental

    812

    Factor 0.76 · Published benchmark

Methodology note, Mar 2026: Meta redefined click-through. History before that date is restated on the new definition.

Self-reported ROAS can run well ahead of reality: analysts put true incremental return on one widely publicized $12 retail-media ROAS at 30–60% of the claim. Benchmarks cited are vendor-reported (Haus, Jul 2025; Measured, Jun 2026).

Many signals in. One out.

See your own numbers reconciled.

Book a walkthrough