Insights.
Insights, frameworks, and practical lessons on growth, CRO, and analytics, shared on LinkedIn.
Nobody could explain why a Google Ads change made three months ago happened, because the reasoning never got written down anywhere. I built an hourly Google Ads Script that catches every change, posts it to Slack, and opens a Google Sheets log with campaign, change type, and old/new value. The person who made the change replies with a one-line reason directly in the Slack thread, which the system files back into the sheet automatically. A reminder goes out 30 days later asking what the outcome was.
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Every growing company hits the same fork: in-house core team, outsourced ecosystem, or a hybrid model — and the wrong call quietly drains runway and slows time-to-market. I built a decision framework based on company stage, existing capabilities, and capital structure, arguing that the right model isn't fixed: it should evolve as the company's growth stage changes.
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Have a question, an idea, or something you’d like to discuss? Feel free to get in touch. You can reach me by email or connect with me on LinkedIn.
