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.
Read the insightInsights
Notes on product marketing, GTM engineering, and the tools I’m testing for lean cybersecurity teams.
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.
Read the insightRecord what worked, what failed, and what to change. Use that record to improve the next round of work.
Read the insightA practical checklist for content, search, conversion, and measurement before testing Juma. Adapt it for your own site.
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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.