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Andrea Cruz shares how marketers can handle client pressure with better communication and a solutions-first mindset.

An attribution window is the defined time period when a marketing touchpoint — such as an ad click, email open, or page view — can be credited for a conversion. Window length directly affects how conversions are counted, how channels perform, and how budget decisions are made. Platforms use different defaults, and these differences often create mismatches in data across tools. 

Unlock the full potential of your analytics. Dave Westby explains 8 key reasons to export GA4 data to BigQuery, from overcoming retention limits to fixing data sampling.

AI traffic isn’t collapsing — it’s concentrating. Copilot surges in-workflow, 41% lands on search pages, and Q4 follows budget cycles.

AI search runs on entity mass, not surface signals. See how citations and extractability shape AI Overviews and LLM visibility.

Marketing tech stacks often expand fast, leading to sprawl. The result is low tool usage. Gartner estimates that only 49% of marketing technology tools are actively used by teams. A marketing operations tech stack audit brings structure back to teams with bloated software.

A five-minute video provides more data for an LLM than most blog posts. Here’s how to maximize your brand’s surface area for AI retrieval.

Understand what GEO is, how it’s revolutionizing digital marketing and key strategies to optimize for AI-driven search.

Google is advertising its AI Max feature inside Google Ads campaign settings, promoting its own tools within the paid platform.

New insights include total citations, average cited pages, grounding queries, page-level citation activity, and visibility trends over time.