My latest learnings.

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

How I Learned Workflow Orchestration Tools the Hard Way (And Why Your Choice Matters More Than Features)

How I Learned the Enterprise AI Shift is About Labor, Not Intelligence

How I Learned the Hard Truth About AI SEO Tool Security (And What Actually Protects Your Data)

How I Learned the Hard Truth About AI SEO Tool Security (And What Actually Protects Your Data)

How I Learned the Hard Truth About Choosing Between SEO Agencies and Web Designers (And Why Most Businesses Get It Wrong)

How I Learned the Hard Truth About Choosing Between SEO Agencies and Web Designers (And Why Most Businesses Get It Wrong)

Vanity Metrics?

How I Learned to Actually Measure AI ROI (After Wasting Months on Vanity Metrics)

How I Learned to Automate Business with AI Software (After 2 Years of Deliberately Avoiding It)

How I Learned to Chain N8N Webhooks After Zapier Nearly Killed My Client's Business

How I Learned to Choose AI Automation Platforms by Testing Make, N8N, and Zapier (Real Implementation Story)

How I Learned to Collect AI User Feedback That Actually Drives Product Development (Not Just Vanity Metrics)

How I Learned to Debug Make Scenario Errors the Hard Way (And Why Most Guides Get It Wrong)

How I Learned to Measure AI MVP Success (Without Getting Lost in Vanity Metrics)

How I Learned to Measure AI MVP Success (Without Getting Lost in Vanity Metrics)

How I Learned to Measure AI Project Success (After 6 Months of Failed Experiments)

How I Learned to Measure Real AI ROI After Burning Through Startup Budgets

How I Learned to Measure Team Engagement with AI (And Why Traditional Metrics Miss the Point)

Business Reality?

How I Learned to Mitigate AI Business Risks After 6 Months of Real-World Testing (And What Most Companies Get Wrong)

Traditional SEO

How I Learned to Optimize Content for Claude AI (And Why Traditional SEO Isn't Enough)

How I Learned to Price AI Marketing Services Without Losing Clients (Or My Margins)

Lindy.ai Scaling

Cost Nightmare?

How I Learned to Scale Lindy.ai Models Without Breaking the Bank (Real Implementation Story)

How I Learned to Spot BS AI Consultants (After 6 Months of Testing Every Approach)

How I Learned to Stop Chasing AI Hype and Choose Use Cases That Actually Work

Business Value?

How I Learned to Stop Chasing AI Hype and Start Building Business Value (My 6-Month Reality Check)

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