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What we're seeing, written down as we see it

Shorter, more frequent writing than a case study — observations from audits, live accounts, and the wider industry.

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analytics

Why Google Ads, Meta, and GA4 never agree on conversions

It's not a bug in one platform. It's three different measurement models counting different things.

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analytics

Attribution models, explained without the vendor jargon

Last-click, linear, time-decay, data-driven — what each one assumes, and when that assumption breaks.

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seo

How generative answers in search are changing organic click-through

AI-generated summaries in search results are reducing clicks for some query types. Not all of them.

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seo

Core Web Vitals: which metric to fix first

Three metrics, one usually doing most of the damage to your ranking and your conversion rate at once.

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paid media

Why blended ROAS hides the real story

A healthy blended return can mask one channel badly underperforming and another overperforming, cancelling out.

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creative

How fast creative fatigues, by format

A narrow retargeting audience burns through creative far faster than a broad, cold campaign.

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technology

What actually changed with AI-generated ad creative

Generation speed improved enormously. The bottleneck moved, it didn't disappear.

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technology

Building a first-party data strategy without waiting for a deadline

Third-party cookie timelines keep shifting. The underlying direction hasn't.

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