My latest learnings.

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

Generic Metadata

How I Automated Product Page Metadata for 20,000+ Pages Using AI (Real Implementation Guide)

AI Recognition?

How I Automated Product Tagging with AI Image Recognition (And Why Most Ecommerce Stores Get It Wrong)

Review Analytics

How I Automated Review Analytics and Discovered What Actually Drives SaaS Performance

Automated Badges?

How I Automated Review Badge Collection and Doubled Customer Trust Signals

How I Automated Review Collection Across All Channels and Got More Quality Testimonials Than Manual Outreach

Smart Automation?

How I Automated Review Collection That Doubled Customer Feedback (Without Breaking Email Rules)

Manual Outreach

Automated Success

How I Automated Review Collection Using Shopify Tags (And Why Email Templates Don't Work)

Automated System?

How I Automated Review Collection Without Generic NPS Tools (Real Case Study)

Review Collection

How I Automated Review Collection and Accidentally Doubled Email Reply Rates (Real Client Case)

Automated Pipeline?

How I Automated Review Collection and Doubled Customer Testimonials Without Manual Outreach

How I Automated Review Collection and Doubled Social Proof Using Cross-Industry Tactics

Automated Import

How I Automated Review Collection by Importing Trustpilot Feedback into Shopify (And Doubled Social Proof)

Review Collection

E-commerce Tactics

How I Automated Review Collection by Stealing E-commerce Tactics for B2B SaaS

How I Automated Review Collection by Stealing from E-commerce (And Why "Free" Isn't the Right Question)

Review Automation

Manual Outreach

How I Automated Review Collection for B2B SaaS Using E-commerce Tactics (And Doubled Reply Rates)

How I Automated Review Collection for a B2B SaaS Using API Integration (And Why It Beat Manual Outreach)

Webhook Automation?

How I Automated Review Collection with Shopify Webhooks (Without Manual Follow-ups)

Smart Automation?

How I Automated Review Follow-Ups Without Coding (And Doubled Our Response Rate)

How I Automated Review Imports for 1000+ Products (And Cut Manual Work by 90%)

Manual Outreach

Smart Automation?

How I Automated Review Reminders and Doubled Customer Feedback Without Manual Outreach

How I Automated Review Reminders and Doubled Customer Response Rates Without Annoying Anyone

Automate Reviews

How I Automated Review Replies and Tripled Customer Engagement (Real Implementation Story)

How I Automated SEO Audits with AI (And Why Most "Tools" Are Worthless)

How I Automated SEO Metadata for 1,000+ SaaS Products (And Saved 200+ Hours)

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