Practical insights on GTM, GA4, analytics accuracy, and data-driven marketing.
LLM SEO is optimising to be quoted by AI, not ranked by Google. What changed, what did not, and how to measure a channel that sends no referrer.
Read articleWhat llms.txt is, what belongs in it, and how to build one in ten minutes. Plus the honest answer on whether AI models actually read it.
Read articleThe only identifier that survives cookie deprecation. What to collect, how to earn it, and how to activate what is already in your database.
Read articleGoogle Consent Mode does not control the LinkedIn Insight Tag. The GTM setup, the consent gap most B2B containers have, and the 90-second test that proves it.
Read articleThe migration playbook: the parallel run, the reconciliation checklist, the five things that break, and how to roll back in two clicks.
Read articleThird-party cookies are gone, first-party ones are shrinking. Five cookieless methods that work in the EU, what each costs, and where each one breaks.
Read articleSix attribution models, what each one over-rewards, and which to actually use. Plus why every model is wrong and why you still have to pick one.
Read articleGA4 has three segment types and they only work inside Explorations. How to build each one, what they can't do, and when you need an audience instead.
Read articleGA4 has two conversion rates, not one, and neither matches Google Ads. How each is calculated, why they differ, and which one you should report.
Read articleDirect / None means no referrer and no campaign data. It rarely means someone typed your URL. What is really hiding in that bucket, and how to fix it.
Read articleUnassigned means GA4 received the session but couldn't match it to a channel. The six real causes, from mismatched utm_medium to Consent Mode, and how to fix each.
Read articleGTM delivers tracking code to your site. GA4 collects and reports the data. What each tool does, why you need both, and the five mistakes that come from confusing them.
Read articleA practical GTM audit framework: the seven areas to check in any Google Tag Manager container, the checklist, and how to tell a clean setup from an expensive mess.
Read articleThe five most common GTM misconfigurations found during audits and how to fix them.
Read articleHow the GA4 BigQuery export is structured: sharded events tables, one row per event, and the nested event_params fields you read with UNNEST. With examples.
Read articleSkip the 40-hour generic course. A practical Power BI learning roadmap for marketing analysts, built on the GA4, Google Ads, and Meta data you already have.
Read articleA realistic GA4 implementation timeline, the five phases it should cover, what belongs in scope vs. add-ons, and how to tell a proper build from a pasted tag.
Read articleGTM on Shopify is two jobs: storefront via theme.liquid and the sandboxed checkout via Customer Events. How to do both, with consent and verification.
Read articleA browser-based checklist to verify Consent Mode v2 actually works: tags silent before consent, all four signals firing, and the gcs parameter confirming it.
Read articlePiwik PRO vs GA4 through a GDPR lens: data hosting, consent, ownership, cost, and an honest take on when to switch and when to stay.
Read articleThe 5 GA4 configuration settings almost everyone forgets, why they matter, and how to fix each one, from data retention to EU consent.
Read articleWhat GTM is, how it works, what you can do with it, and how it differs from GA4. A plain-English guide, no developer required.
Read articleSeven warning signs you need a GTM consultant, what one does, what it costs, and how to hire the right one. An honest take.
Read articleWhat a GA4 consultant actually does, how it differs from an agency, what it costs, and the signs you need one. An honest breakdown.
Read articleWhy the browser pixel leaks, how to set up CAPI (GTM server-side plus 3 routes), deduplicate with event_id, push EMQ past 8, and stay consent-compliant.
Read articleThe unfinished measurement work, no CAPI, thin feeds, broken GA4 events, that silently bleeds conversions. How to find it and pay it down by ROI.
Read articleAll 7 GA4 Exploration techniques explained, the sampling and cardinality truths nobody mentions, and when to drop Explorations and switch to BigQuery.
Read articleGoogle Ads conversion tracking setup with GTM, Enhanced Conversions and Consent Mode v2. Verification against GA4 and the 5 mistakes that quietly inflate Smart Bidding signals.
Read articleGTM data layer setup for GA4: event mapping, ecommerce items array, UA migration, Consent Mode v2 interaction, and Shopify/WooCommerce patterns.
Read articleEnable GA4 Debug Mode, read DebugView correctly, and fix the three failure modes most guides skip: Internal Traffic filters, Consent Mode v2, ad blockers.
Read articleConnect GA4 to Looker Studio, build 6 charts a CMO actually reads, and avoid the 3 silent failures (sampling, other, cache) that break most dashboards.
Read articleGoogle Ads remarketing setup with GA4 audiences and GTM. Step-by-step pipeline, Consent Mode v2 gotchas, and the mistakes that cost 30-40% of audience.
Read articleUTM parameters are simple. UTM implementations are never simple. The five mistakes I see in 80% of containers, plus the naming convention that actually scales.
Read articleGA4 has 6 Exploration types. Three are worth building, two are rare, one is a trap. Real configs, hidden limits, and when to switch to Looker Studio or BigQuery.
Read articleA 10-point GA4 audit checklist from an independent analytics specialist. Spot broken tracking, attribution drift, and consent gaps before they cost you.
Read articleGA4 BigQuery Export setup in 20 minutes plus 10 essential SQL queries every analyst needs.
Read articleSeven BigQuery optimizations that cut typical GA4 Export costs by 60-90% plus billing alert setup.
Read articleGoogle's serverless data warehouse: what it is, pricing, when to use it for GA4, when not to.
Read articleIs GA4 legal in Europe today under the Data Privacy Framework, what could change, and what to do either way.
Read articleWhat Consent Mode V2 is, the 4 signals, Basic vs Advanced, and how to implement it with GTM.
Read articleStep-by-step Cookiebot install on WordPress with Consent Mode v2, plus the free WP-native alternative.
Read articleAdobe's REST API for analytics data: OAuth auth, endpoints, rate limits, and BigQuery pipelines.
Read articleAdobe's REST API for AEP Tags: authentication, resources, rate limits, and CI/CD use cases.
Read articleWhen to hire an AEP Tags specialist, what a tag management audit covers, typical costs, and when GTM is the better choice.
Read articleWhen to hire an Adobe Analytics consultant, what an implementation audit covers, typical costs, and when you don't need help at all.
Read articleGoogle's free reporting tool: dashboards, data sources, Power BI comparison, and practical tips.
Read articleServer-side tagging guide: how it works, costs, benefits, and who needs it.
Read articleMicrosoft's BI platform guide: dashboards, data sources, pricing, and Looker Studio comparison.
Read articleAdobe's tag management system: how it works, GTM comparison, and when to use it.
Read articleEnterprise analytics platform guide: features, GA4 comparison, pricing, and who should use it.
Read articlePractical guide to GA4: what it is, event-based tracking, key reports, setup steps, and common mistakes.
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