attribution
QUERY = 'contents'; CATEGORY = 'attribution' // 10 rows
Why Google Ads and GA4 Conversions Never Match: Counting Unit and Time Axis
Why does the conversion count in Google Ads differ from purchases in GA4? Six columns across two dashboards count the same order with different units and write it to different days. The two axes to align before any comparison.
Are ChatGPT Ads a Measurable Channel? Preparing Before Access
ChatGPT ads are a measurable channel: the pixel, the Conversions API, and dedup together give a solid base. The real insight is that the measurement infrastructure can be built today, before access arrives in your market. The healthy setup I recommend (deployment via GTM and sGTM, consent with a CMP, cross-validation with GA4 and cookieless tools) already applies to every ad channel; when access lands, getting the ID from Ads Manager and starting is all that is left.
GA4 Attribution Reports: Direct Inflation, Model Selection, and Finding the Real Source
Why does the (direct)/(none) share inflate in GA4 purchase reports? Attribution model differences, 6 root causes of direct inflation, auditing your current setup, and real source detection with first-party cookies.
Customer Statuses: How CRM Definitions Impact Attribution and Forecasting
Lead, MQL, SQL, active, churned. When customer status definitions are misconfigured in your CRM, attribution breaks and forecasting misleads. A guide to getting it right.
Tally Form UTM Tracking and Conversion Guide: Hidden Fields, Webhooks, and GTM
How to track UTM parameters in Tally forms with hidden fields, webhooks, and Google Tag Manager. Full conversion tracking setup for GA4, Meta Ads, and CRM workflows.
What is UTM (Urchin Tracking Module)? Why and How is it Used?
Unlock how UTM tags track ad performance across platforms and reveal which campaigns drive real user actions.
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Connecting a Shopify Order to an Ad Click: Choosing a Join Key for Offline Conversions
The ad platform wants a click ID for offline conversion upload, but the Shopify order does not carry one. The cart attribute path only works going forward, so it cannot serve a backfill request. Using GA4 as a join table, the cart token naming trap, and the consent ceiling both paths share.
GA4 Source/Medium Debugging: Detecting the Real Source with First-Party Cookies
First-party cookie based source tagging implementation to detect the real origin of purchase events showing as (direct)/(none) in GA4. GTM Custom HTML tags, cookie structure, GA4 custom dimension setup, and debug tools.
The KPI Measurement Crisis: Privacy, Agent Commerce and New Attribution Models
Traditional KPI measurement breaks at 3 points: cookie loss, consent requirements, and agent commerce. What breaks, why, and adaptation paths.