What should I automate?
Find the jobs worth doing with AI before adding another tool.
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.
Start with a useful question.
How do I make it repeatable?
Give your agents context, instructions, and work they can run again.
What is the creative missing?
Look at customer decisions, product facts, and the gaps in the listing.
Browse by topic
- Hero images 11
- Image stack 20
- A+ content 17
- Category playbooks & photography 67
- CTR, CVR & testing 17
- Ads, video & Brand Store 22
- Listing optimization 58
- AI, Rufus & listing quality 21
- Other marketplaces 5
- Agents & automation 57
- Second brain & context 9
- AI for business operations 30
- AI agency business 6
- AI news 47
- Weekly recaps (archive) 16
Latest field notes
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AI Content Creation for Business: How I Publish Weekly Without a Writing Team
AI content creation for business lets operators publish consistently without hiring writers. Here's the system I built and how it produces authority-building content on autopilot.
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Marketplace Product Image Requirements Compared: Amazon, Walmart, TikTok Shop, eBay, and Shopify in 2026
Marketplace product image requirements vary across Amazon, Walmart, TikTok Shop, eBay, and Shopify. The spec comparison and single-shoot framework for all five.
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AI Business Forecasting: How to Build Agents That Predict Revenue and Model Scenarios Without a Data Team
Learn how to build AI business forecasting agents that predict revenue, model scenarios, and turn your historical data into forward-looking decisions.
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Amazon Conversion Rate by Category: 2026 Benchmarks and the Listing Creative That Closes the Gap
Category-specific Amazon conversion rate benchmarks for 2026 with the exact listing creative changes — hero images, image stacks, A+ content — that move each number.
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AI Competitive Advantage for Small Business: How to Build the Moat Your Competitors Can't Copy
Most businesses use AI to save time. The real AI competitive advantage for small business comes from building systems that compound. Here's the operator's framework.
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YouTube Shopping for Amazon Sellers: How to Optimize Your Listing Creative for Creator-Tagged Traffic
YouTube creators can now tag Amazon products directly in videos. 110% more clicks than description links — but your listing wasn't built for these buyers.
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AI Bookkeeping for Small Business: How to Build Agents That Handle Your Financial Operations
AI bookkeeping saves operators 8-12 hours a month on expense tracking, invoicing, and cash flow. Here's the system I built across four ventures.
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Amazon Backend Keywords: The 2026 Search Terms Optimization Guide That 72% of Sellers Get Wrong
How to fill your Amazon backend search terms after the 75-character title limit. The 249-byte strategy from 50,000+ listing reviews — what goes in, what stays out, and why most sellers waste half their field.
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AI Sales Automation for Small Business: The 4-Agent System That Fills Your Pipeline
Build an AI sales automation system for your small business using four agents that research prospects, qualify leads, personalize outreach, and follow up automatically.
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Amazon Sponsored Brands Product Collection Is Dying: The Creative Migration Playbook for 2026–2027
Amazon is killing Sponsored Brands Product Collection ads by January 2027. Here's how to migrate your creative to Manual Collections, Brand Gallery, and SBV.
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How to Start an AI-First Business: Design Your Operations Around Agents From Day One
Learn how to start an AI-first business where agents handle operations from launch. Real cost structures, operating models, and the architecture that scales without headcount.
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Amazon Creative Agent: The Seller's Guide to AI Ad Creative That Actually Converts
Amazon Creative Agent builds video and display ads from your listing in minutes. How it works, what it gets wrong, and how to feed it inputs worth amplifying.
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Amazon Listing Optimization for AI Shopping Agents: How to Make Your Product Page Convert Both Humans and Machines
AI shopping agents now evaluate your Amazon listing before most humans see it. Here's the creative and data playbook that gets your product recommended by both.
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AI Brand Voice: How to Train Your Agents to Write Like You, Not Like Every Other AI User
Your AI output sounds generic because you never taught it how you sound. Here's the voice file system that makes every agent write in your brand voice.
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AI Agent Documentation: How to Write Runbooks That Keep Your Automations Running Without You
AI agent documentation is what separates a real system from tribal knowledge. Here's the runbook framework I use across 30+ agents and four businesses.
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How Much Does Amazon A+ Content Cost in 2026? Real Pricing, Hidden Expenses, and When It's Worth Every Dollar
Amazon A+ content is free to publish but costs $150-$8,000 to create. Here's the real pricing by production method, the hidden costs, and the ROI math.
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Amazon Gaming Product Images: The Listing Creative Playbook for Keyboards, Mice, Headsets, and Controllers
How to design Amazon gaming product images that convert in the most visually competitive category on the marketplace. Hero images, image stacks, spec communication, and the mistakes killing your CTR.
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Claude Code Automation: How I Run Four Businesses From a Terminal
Claude Code automation lets operators build skills, connect tools, and schedule agents that run without supervision. Here's how I built mine.
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