https://offleashmarketer.com Practical articles, checks, and tools for marketing measurement and operations. en-us Fri, 28 Aug 2026 00:00:00 GMT https://offleashmarketer.com/blog/audit-google-tag-manager-live-container/ https://offleashmarketer.com/blog/audit-google-tag-manager-live-container/ Fri, 28 Aug 2026 00:00:00 GMT A field-tested Google Tag Manager audit method for live versions, firing order, conversion deduplication, consent, naming, and safe API automation. https://offleashmarketer.com/blog/ga4-engagement-rate-vs-bounce-rate-scroll-depth/ https://offleashmarketer.com/blog/ga4-engagement-rate-vs-bounce-rate-scroll-depth/ Fri, 28 Aug 2026 00:00:00 GMT Learn how GA4 engagement rate and bounce rate differ from Universal Analytics, why both are session-scoped, and how custom scroll-depth events and heatmaps reveal page behavior. https://offleashmarketer.com/blog/building-an-mmm-that-cannot-silently-lie/ https://offleashmarketer.com/blog/building-an-mmm-that-cannot-silently-lie/ Thu, 27 Aug 2026 00:00:00 GMT A technical postmortem of an MMM allocation pipeline: observed-attribution floors, exact reconciliation, fault-injected validators, cohort maturity, source splicing, and the defects still left to solve. https://offleashmarketer.com/blog/exact-phrase-broad-match-google-ads/ https://offleashmarketer.com/blog/exact-phrase-broad-match-google-ads/ Thu, 27 Aug 2026 00:00:00 GMT Compare exact, phrase, and broad match in Google Ads, add negative keywords safely, and govern broad match with conversion data, scripts, and weekly AI-assisted query reviews. https://offleashmarketer.com/blog/google-ads-conversion-counting-one-vs-every/ https://offleashmarketer.com/blog/google-ads-conversion-counting-one-vs-every/ Thu, 27 Aug 2026 00:00:00 GMT Audit Google Ads conversion actions by separating One vs. Every counting from Primary vs. Secondary optimization before inflated events train bidding. https://offleashmarketer.com/blog/improve-google-ads-roas/ https://offleashmarketer.com/blog/improve-google-ads-roas/ Thu, 27 Aug 2026 00:00:00 GMT Improve Google Ads ROAS by governing conversion value, bidding, search intent, ads, landing pages, and margin—not by polishing a misleading platform ratio. https://offleashmarketer.com/blog/how-to-run-a-negative-keyword-sweep/ https://offleashmarketer.com/blog/how-to-run-a-negative-keyword-sweep/ Wed, 26 Aug 2026 00:00:00 GMT Build a defensible negative keyword review queue across Google Ads, Microsoft Advertising, and Apple Ads without treating every costly query as irrelevant. https://offleashmarketer.com/blog/when-an-advertising-api-is-worth-the-extra-machinery/ https://offleashmarketer.com/blog/when-an-advertising-api-is-worth-the-extra-machinery/ Wed, 26 Aug 2026 00:00:00 GMT Decide whether a manual export, formula, Apps Script, connector, or direct advertising API is the smallest system that can reliably support the marketing decision. https://offleashmarketer.com/blog/how-to-build-an-mmm-without-starting-with-the-model/ https://offleashmarketer.com/blog/how-to-build-an-mmm-without-starting-with-the-model/ Sun, 23 Aug 2026 00:00:00 GMT Define the decision, row grain, outcome, media inputs, controls, and validation plan before choosing a Marketing Mix Modeling framework. https://offleashmarketer.com/blog/campaign-taxonomy-before-dashboarding/ https://offleashmarketer.com/blog/campaign-taxonomy-before-dashboarding/ Mon, 04 May 2026 00:00:00 GMT Build campaign naming rules that keep platform exports, analytics data, CRM records, and executive dashboards comparable.