May 21, 2026
Platform-reported ROAS tells you what Google attributed to itself. Incrementality testing tells you whether those sales would have happened without the ads. Here is how geo holdout tests, campaign experiments, and conversion lift studies work — and how to run one for your store.
Read article →May 17, 2026
Google Ads shows 50 conversions, Shopify shows 30 orders. A customer clicked your ad 5 days ago and bought today — does it count? Different reports inside Google Ads show different numbers. Here is how conversion windows work, what view-through conversions are, and why the discrepancies exist.
Read article →Apr 30, 2026
Running Performance Max alongside Standard Shopping or Search creates overlapping conversions that make it impossible to tell what is actually working. Here is how multi-campaign attribution works in Google Ads, why PMax ROAS can look great while sales stay flat, and how to compare campaigns side by side in Looker Studio.
Read article →Mar 20, 2026
A practical breakdown of how GA4 attribution models work, how last click and data-driven differ, and what it actually means for how you evaluate Google Ads performance.
Read article →Mar 12, 2026
Redirects are one of the most common and least obvious causes of GCLID loss. Learn why redirects strip the Google Click ID, which scenarios cause it, and how to recover attribution.
Read article →Feb 28, 2026
Learn how third-party tools can help recover data lost to consent mode. Explore solutions like server-side tracking, CDPs, MMM, and privacy-first analytics platforms.
Read article →Feb 28, 2026
Learn why your Shopify revenue doesn't match Google Ads conversion data. Covers attribution windows, tracking methods, data timing, and how to reconcile the numbers.
Read article →Feb 28, 2026
Understand why tracking is not optional for Google Ads success. Learn how conversion data powers Smart Bidding, audience targeting, attribution, and campaign optimization.
Read article →Feb 22, 2026
Learn what GCLID is, how Google's click identifier works, why it matters for conversion tracking, and how to troubleshoot common GCLID issues.
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