The operator journal
Read it. Put it to work.
Build logs, practical frameworks, and clear thinking on AI and ecommerce. Start with the job in front of you.
More from the journal
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AI Personal CRM: How to Build a Relationship Management System That Never Drops a Contact
Build an AI personal CRM that captures every interaction, surfaces forgotten contacts, and sends follow-ups automatically. The exact system I run across four ventures.
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Amazon Brand Creative Consistency: How to Make 30 Listings Look Like One Brand Instead of 30 Freelancers
Most Amazon catalogs look like 30 different sellers made them. The brand creative consistency system that unifies your hero images, infographics, A+ content, and brand store across every SKU.
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Amazon Sporting Goods Product Images: The Listing Playbook for the Category Where Performance Is Invisible
How to create Amazon sporting goods product images that sell equipment shoppers can't test. Hero image strategy, image stack sequencing, and sub-category tactics from 14,000+ audits.
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How to Evaluate AI Output: The Operator's Framework for Catching Bad Agent Work Before It Ships
Most operators either trust AI output blindly or spend longer editing it than doing it themselves. Here's the evaluation framework I use across 30+ automations.
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Amazon Product Opportunity Explorer: How to Use Niche Data to Build Listing Images That Actually Convert
Every POE guide tells you what to sell. None tell you how to design your images. Here's how to turn Product Opportunity Explorer data into listing creative that converts.
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The Skill Was Named After a Model It Didn't Use: An Amazon SBV Video Build Log
Build log for an Amazon Sponsored Brands Video skill: 7 AI clips, a 10-second fast-cut, under $5 in generation, and a QA pass that missed garbled label text.
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How to Price Your Work When AI Does the Heavy Lifting
Learn how to price AI services using value-based pricing models. Real margin math, three pricing frameworks, and the rate card I use across two agencies.
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AI Implementation Roadmap: The Exact Build Order That Took Me From One Agent to 30 Production Automations
Most operators build AI automations in the wrong order and stall at three. This AI implementation roadmap shows the five stages that compound — and what to build first.
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Amazon How-to-Use Images: The Instructional Frame That Prevents Returns
How-to-use images on Amazon aren't instructions, they're a promise about effort. How to build the instructional frame, where it goes in the stack, and what it fixes.
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Amazon Product Title Optimization: How to Write Titles That Win Clicks in the 75-Character Era
The 2026 playbook for Amazon product titles that rank and convert. Formulas, keyword placement, category strategies, and why your title and hero image must work as one system.
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Amazon Now Sells Ads Inside ChatGPT. Your Listing Still Can't Get In the Front Door.
Amazon Ads opened a ChatGPT ad pilot through DSP on Sept 10, 2026. For Amazon sellers the real story is which door opened and which one Amazon keeps shut.
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How to Increase Your Amazon Click-Through Rate: The 2026 Search Card Playbook
Your Amazon click-through rate is set by 6 elements shoppers see before they click. After optimizing 14,000+ hero images, here's how to win more clicks from the same impressions.
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Developing AI Taste: The Operator's Guide to Knowing What Ships and What Doesn't
Developing AI taste is the judgment skill that separates operators who ship confidently from those who edit all day. Here's how to build it deliberately.
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Amazon Product Detail Page Optimization: The Above-the-Fold Framework That Converts Before Shoppers Scroll
80% of Amazon purchases are decided above the fold. Here's the creative framework for making every element — image, title, badges, price — work as one system.
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CLAUDE.md Guide: How to Configure Claude Code to Actually Understand Your Business
A CLAUDE.md guide for business operators. Learn how to write the configuration file that gives Claude Code persistent context about your business, workflows, and standards.
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The Sora API Shuts Off September 24. The Replacement Column Is Blank.
OpenAI removes the Videos API and every sora-2 model on September 24. What it breaks in Amazon video pipelines ten days out, and why you shouldn't migrate into peak.
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AI Automation Maintenance: How to Keep Your Business Agents Running Without Babysitting Them
AI automation maintenance is the routine that keeps 30 agents healthy. The weekly and monthly process I use to catch decay before it costs me money.
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5 AI Things Brand Owners Ignored This Week (Sep 7 to 13, 2026): The Approval Button Got a Brain
ChatGPT Images 2.5 doubled API prices, Claude agents can now approve their own tool calls, and effort became a cost dial. What moves for an Amazon operator.
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