Drafts
Unpolished ideas, straight analysis and reflections on digital marketing, technology and what I see in the market. No formulas, no PR.
My AI CRM Handled Over 10,300 People. The Secret: Knowing When to Stay Quiet
Every eCommerce channel on a single board, with an AI assistant that replies and knows when to hand the conversation to a person.
Read draftSaaS Doesn't Die: It Dissolves
I recommended that my clients replace almost all their subscriptions with custom apps. What dissolves from SaaS, what survives, and what it means for those who sell it.
Read draftOne Container, Five Documents and a Health Deadline. How I Stopped Tracking Imports in Spreadsheets
One record per shipment, payments that calculate themselves, the health deadline in plain view and WhatsApp alerts: that's how you track imports without spreadsheets.
Read draftI Stopped Telling My Supplier They Were Too Expensive. Now I Show Them How Much More Expensive They Are
Supplier reports with anonymous benchmarks, what to buy and how much, and negotiated purchases that reach the ERP as a draft.
Read draftThe Product Sold Well and Still Expired in the Warehouse. I Built a System to See It in Time
A system that cross-references each product's sales with each batch's expiry date and warns you in time about which stock will expire unsold.
Read draftI Take a Photo of the Label and the System Tells Me Which Seals It Needs and Which Ingredient Isn't Allowed
A single record per product: label read by AI, automatic seals and warnings, health paperwork with history, and sync with the stores.
Read draftMy AI Coworkers Can't Change Anything Without My Permission. That's Why I Trust Them
AI assistants that read real data from the ERP and the stores, cite their source, alert on their own and only act when a person approves the card.
Read draftI Knew How Many Orders I Sold. I Didn't Know Where Each One Got Stuck
A system that times every order in business hours, detects bottlenecks at the warehouse or courier, and calculates real profit including shipping cost.
Read draftI Was Sending Products to Influencers Without Knowing If They Sold. Now Every Discount Code Is Accountable
An app to measure how much each ambassador and creator code sells, log redemptions and track the content that was promised.
Read draftMy System Checks Competitor Prices Twice a Day. Sometimes Its Best Advice Is Not to Cut
An app that compares prices against competitors twice a day and suggests what to touch first, never dropping below the minimum margin.
Read draftI Had Nine Apps Full of Metrics and No Answers. Here's How I Brought Them Into One Dashboard
A metrics hub that brings together the metrics from nine apps and the store in one place to anticipate who will buy again and which products are fading.
Read draftA Points Program Where No Point Gets Lost or Made Up
A custom points program with an immutable ledger, alerts every ten minutes, FIFO expiry and IFRS 15 accounting for two stores.
Read draftA Purchase After an Email Doesn't Prove the Email Sold. Here's How I Measure It
Custom email marketing: automatic lists, AI-written emails, sending that protects the domain and a control group to measure each campaign's real sales.
Read draftSeven Networks, One Calendar and One Golden Rule: Never Post the Same Thing Twice
A custom social media planner: write once, schedule across all networks, reply to comments and automate direct messages.
Read draftI Could Have Hired Vambe. I Built My Own AI CRM and Here's Why
There are excellent SaaS tools for AI-powered customer service. For this eCommerce I built my own: costs, data and rules that no SaaS lets you write.
Read draftYour ROAS Doesn't Have a Creative Problem. It Has an Awareness Problem.
When you scale budget on Meta and ROAS drops, the instinct is to blame the creative. The problem is almost always structural: you don't have content for all 5 awareness stages.
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The 48-Hour Diagnosis That Reveals Why You Don't Scale
This is the exact 4-step audit we run in the first 48 hours on any new account to find where the budget is bleeding.
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The Perfect Meta Ads Structure for 2026
Forget detailed targeting and endless cascades of Ad Sets. The proven architecture for maximizing volume and efficiency asks for fewer clicks and more trust in bidding levers.
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eCommerce Is a Volume Game, Not a ROAS Game
Optimizing for the highest ROAS is a rookie mistake. Here's why you should focus on volume at an acceptable return instead of the perfect ROAS.
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How to Audit Your Own Meta Ads Account
Before scaling budget, you need to know whether what you have works. This is the audit I run in the first 24 hours when I take over a new account.
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Why Capping Spend on Your CBO Is Killing Your Sales
Setting minimums on Ad Sets inside a CBO campaign is like hiring an expert sales manager and then telling them who to call. You're forcing manual distribution over algorithmic efficiency.
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Why You Should Run From Traditional Marketing Agencies
Agencies sell you monthly reach and PDF reports full of colors. A Growth Partner shares the risk with you because they care about your real numbers.
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Likes vs. Revenue: The Big Lie of Influencer Marketing
Hiring someone solely for their follower count is pointless now. Why authenticity crushes vanity metrics when it comes to selling.
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Your Home Page Is Not a Landing Page (and It's Costing You Money)
Sending paid traffic to your website's home page is the most expensive mistake you can make. Here's how a landing page plugs budget leaks.
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The Illusion of Waking Up the Same
A conversation with Claude about the continuity of identity led to an uncomfortable revelation: the human "self" is as ephemeral as a language instance that resets. Neuroscience and Advaita Vedanta confirm it.
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The Truth About ROAS That Nobody Tells You
Everyone optimizes for ROAS. Few understand why that can slowly destroy a business. This is my unfiltered opinion.
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The Winning Creative Doesn't Come From Creativity
On Meta Ads, targeting is no longer the differentiator. The creative is. And the winning creative doesn't come from where you think — it comes from listening literally to what your customer says.
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Google Ads Is Not Meta Ads: The Mistake That Costs Most People Money
They're both digital advertising platforms, but they run on opposite logic. Meta interrupts. Google answers. Managing them the same way is why most people burn budget with nothing to show for it.
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