Industrial design background, 6+ years Python backend, now focused on web growth. I build reusable growth systems that combine SEO, ASO, automation, and AI tools — turning pages into product assets, feedback into daily ops, and outreach into agents.
Industrial design background, 6+ years Python backend, now focused on web growth. I build reusable growth systems that combine SEO, ASO, automation, and AI tools — turning pages into product assets, feedback into daily ops, and outreach into agents.
Also built Feedback Ops, Backlink Agents, Template Flywheel, and Workflow Lab — a series of growth automation systems
About 80% of Xmind's search clicks come from brand terms. Non-brand CTR sat at 0.7%.
Non-brand CTR moved from 0.7% to 3.3% (≈4×), replacing blog traffic with tool-page traffic
0.7% → 3.3%xmind.com went through a three-phase rebuild (new site, content migration, IA reorg) with complex cross-domain redirects.
28-day post-migration: ~140k impressions / ~14k clicks. Originally projected a 30% drop; actual loss came in far below that.
140k impr · 14k clicks (28d)Manually operating each tool page didn't scale.
38 online tools with a unified dashboard and recurring retro pipeline — single-launch pages became an operating loop.
38 toolsXmind reviews were unstructured. Surfacing subscription blockers, feature requests, and paywall friction needed a system.
Within the observation window, Subscription Created CVR moved from 0.32% to 0.44% (related improvement, multi-factor).
CVR 0.32% → 0.44%KikoCard is a self-funded product with no paid-acquisition budget.
Mechanism designed and validated end-to-end; the playbook became a reusable low-budget growth method.