Independent research, software, and writing at the intersection of AI, commerce, and content. Building in the open.
Four active projects - AI visibility research, apps for Shopify merchants, iOS apps for the App Store, and custom consulting work. Plus a YouTube channel where I publish findings from all of it.
I measure what ChatGPT, Claude, Perplexity, and Google AI actually consume on your site. Audits start at $2,500 - fixed price, fixed deliverable, no retainer bait.
Newly registered UK businesses, 0-7 days old, with domain names and emails. Reach them before any agency outreach has touched them. macOS app + weekly data subscription.
Three platforms, one philosophy. macOS shipping, Shopify and iOS in active development. Small, opinionated tools for specific problems - priced honestly, shipped when ready.
Custom-scoped engagements for businesses that need more than a checklist - technical SEO, AI visibility strategy, and content infrastructure. 3 to 6 month engagements where my research applies directly to your team's roadmap.
I'm Misha Manko - an independent technologist working across research, analytics, and software. I spent the last decade in the weeds of technical SEO, schema markup, and content infrastructure for businesses in regulated industries - law, medical, finance. Most of what I learned was where the stated best practices break down in the real world.
Now I split my time across three things. I run independent research on how AI models actually read websites, publish the findings, and audit client sites against that research. I build apps - Shopify and iOS - because I want to own products I care about, not just consult on other people's. And I consult on the big, complex problems where my research compounds - technical SEO, AI visibility strategy, and content infrastructure for businesses that need more than a checklist.
The connecting thread: I prefer measurement over theory. Most of my work starts by questioning a claim that "everyone knows" - then pulling the logs, running the tests, and reporting what actually happened.
Email is the best way to reach me. I reply within one business day, usually less. If you're a prospective client, an app user with feedback, a journalist, or someone with a question I'd find interesting - just write.