Insights Category
15 articles
A North Star Metric is a single focus metric that represents recurring customer value created by the product. The danger is not having no metric; it is choosing one that makes the team feel focused while hiding the truth. This article walks the decision framework, the guardrails, and the tests that catch a metric before it lies to you.
A practical GEO measurement framework for reporting Search visibility, AI citations, assistant referrals, behavior, conversions, and confidence without fake precision.
A practical GA4 setup guide for isolating assistant referrals with a starter regex, custom channel group, and exploration workflow.
Startup marketing strategy is the operating system that turns customer discovery into repeatable, measurable demand. It is not more channels and not a fundraising script. This article walks the founder’s order — positioning, message, offer, measurement, learning loop — so growth becomes evidence an investor can read instead of theatre.
A source-aware Google Ads AI-agent testing framework for validating recommendations before they change tracking, budgets, final URLs, feeds, scripts, or reporting.