Insights

Ideas for building smarter, leaner cybersecurity GTM systems.

Notes on product marketing, GTM engineering, and the tools I’m testing for lean cybersecurity teams.

SEO, AEO, and Website Updates Should Run as One Workflow

Search and AI-visibility research become more useful when a lean team can turn findings into reviewed website improvements, publish them, and measure the result.

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Build a GTM System That Gets Smarter Over Time

Record what worked, what failed, and what to change. Use that record to improve the next round of work.

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The SEO and AEO Baseline Before the Juma Experiment

A practical checklist for content, search, conversion, and measurement before testing Juma. Adapt it for your own site.

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The InterimCMO newsletter

Follow the experiments. Put the lessons to work.

Get new insights, experiment plans, and findings from my work building AI-assisted GTM workflows for lean cybersecurity teams. I share the setup, results, costs, and corrections along the way.