My latest learnings.

My posts on Growth / SaaS / Ecomerce / Website / AI.

Why AI Detection Tools Miss the Point (And What Actually Matters for Your Content)

Why AI Document Collaboration Tools Fail (And My Alternative That Actually Works)

Why AI Employee Monitoring Tools Might Kill Your Team (My 6-Month Reality Check)

Why AI Failed Spectacularly for My E-commerce Client (And What It Taught Me About Implementation)

Why AI Fraud Detection Is Overrated (And What Actually Works for Online Stores)

Why AI Go-to-Market Fit Isn't About Building Better AI (My 6-Month Reality Check)

Manual Editing?

Why AI Image Optimization Changed Everything (And Saved Me 10+ Hours Per Project)

Why AI Implementation Fails in 80% of Companies (And What I Learned After 6 Months Testing)

Why AI Implementation Kills Employee Morale (And What I Learned From 6 Months of Real Testing)

Why AI Implementation Needs 60% More Maintenance Than Your Dev Team Thinks (Real Support Requirements Breakdown)

Why AI Link Building Outreach Actually Hurts Your Success Rate (And What to Do Instead)

Why AI Market Validation Fails (And What I Learned After 6 Months of Real Implementation)

Attribution Models

Why AI Marketing Attribution Is Overrated (And What Actually Works for SaaS)

Quality Disaster?

Why AI Marketing Killed My Lead Quality (And How I Fixed It)

Generic Marketing

AI Personalization

Why AI Marketing Personalization Increases Ecommerce Sales (My Experience Scaling 3 Stores)

Expensive Mistake?

Why AI Model Deployment Services Are Overrated (And What Actually Works)

Why AI Order Fulfillment Automation Failed Most of My Clients (And What Actually Works)

Why AI Outreach Automation Doesn't Replace Human Sales Reps (But Changes Everything Else)

Generic Analytics

Why AI Predictive Analytics Actually Works in Business (When Most Tools Don't)

Manual Pricing?

Why AI Price Optimization Failed My Client (And What Actually Works)

AI Perfect Algorithm

Product-Market Fit?

Why AI Product-Market Fit Matters More Than Your Perfect Algorithm (Hard Truth)

Why AI Project Management Failed My Team (And What Actually Works Instead)

Why AI SEO is Failing (And What Actually Works in 2025)

Why AI SEO is Failing (And What Actually Works in 2025)

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