The operator journal
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Build logs, practical frameworks, and clear thinking on AI and ecommerce. Start with the job in front of you.
More from the journal
Need the basics? Start at 101 →AI Agent Memory: How to Build Business Automations That Actually Get Smarter Over Time
Most AI agents forget everything between sessions. Here's how operators build AI agent memory systems that compound knowledge and make every automation smarter.
Read more →The Amazon Pet Supplies Hero Image Playbook (2026)
A category playbook for pet product hero images on Amazon. Why buyer-is-not-user and sizing drive CTR and returns — the 5-layer stack, subcategory rules, and audit.
Read more →Amazon Sponsored TV Ads: The Creative Strategy That Turns Your Listing Images into Streaming Commercials
Amazon's Dynamic TV Creative builds Prime Video ads from your product images. Here's how to optimize listing creative for both PDP conversion and streaming TV performance.
Read more →How to Build an AI Prompt Library for Business That Compounds Over Time
Most AI prompt libraries rot in a Notion graveyard. Here's the system I use across 4 ventures and 30+ automations to build a prompt library that gets better every week.
Read more →Amazon CDQ Score: How the New Composite Data Quality Algorithm Grades Your Listing Creative
Amazon's CDQ score replaced IDQ and now controls your organic rank. Here's how the 30-25-20-20-5 formula grades your images, A+ content, and variant creative.
Read more →ChatGPT Work Just Commoditized Your Amazon Agency's Deliverable
ChatGPT Work (July 9) produces the monthly report, the competitor teardown, the audit deck in minutes. If your agency bills for the artifact, you have a problem.
Read more →AI Automation Mistakes: 7 Lessons From Running 30 Agents in Production
Most AI automation mistakes don't show up until your agents are running in production. Here are the 7 failures I hit across 30 automations — and the exact fixes.
Read more →Amazon Bedding Product Images: The Creative Strategy for Selling Comfort Through a Screen
Bedding is one of Amazon's most competitive categories and one of the hardest to photograph. The image stack framework from 14,000+ hero image optimizations.
Read more →AI Agent Costs: What It Actually Costs to Run Your Own Business Automations
Most AI agent cost guides quote $50K+ dev fees. Here's what it actually costs when you build automations yourself — real numbers from 30+ agents across 4 ventures.
Read more →The Amazon Image Stack Creative Brief: How to Brief a Designer So the Stack Actually Sells
How to write an Amazon image stack creative brief and shot list that turns strategy into images that convert — objection maps, slot jobs, specs, and kill criteria.
Read more →Amazon Personal Care & Grooming Product Images: The Complete Playbook for Shavers, Trimmers, and Grooming Devices
Hero image and image stack playbook for Amazon grooming devices. Electric shavers, beard trimmers, hair clippers, and personal care appliances that convert.
Read more →Amazon's Listing Quality Score Just Started Moving Organic Rank. Your Dashboard Is Now a Scoreboard.
Amazon's Listing Quality Dashboard is now actively reshaping organic rank — ASINs under 65% attribute completeness dropped 4.2 positions. What to do this week.
Read more →Amazon Shoppable Video: The Creative Playbook for the Format Driving 30–100% Higher Conversions
Amazon shoppable video drives 30-100% higher conversion rates, yet most sellers either ignore it or do it wrong. The creative strategy from 14,000+ listing optimizations.
Read more →MCP Servers: How to Connect AI Agents to Every Tool You Already Run
MCP servers connect your AI agents to the business tools you already use — CRM, calendar, project management, notes. Here's how I set mine up across four ventures.
Read more →AI Skills for Business Owners: 6 That Compound and 10 That Depreciate
Most AI skills for business owners have a shelf life of six months. These 6 compound over time. Here's how to tell the difference and where to invest your hours.
Read more →Amazon Creator Connections for Sellers: The Campaign Playbook Most Brands Get Wrong
Most Amazon Creator Connections campaigns waste the $5K minimum on content that never converts. Here's the creative direction playbook that fixes the brief.
Read more →5 Things That Happened in AI This Week That Brand Owners Ignored at Their Peril (June 29 – July 5, 2026)
Fable 5 restored after 19 days, Sonnet 5 goes default, Cursor repricing hits renewals, Gemini 3.5 Pro slips again, and Amazon's July 27 title enforcement.
Read more →Amazon Cleaning Product Listing Images: The Hero Image Playbook for Sprays, Wipes, Detergents, and Concentrates
From 1,400+ cleaning product listing audits: the hero image framework, image stack sequence, and label-vs-lifestyle balance that actually moves CTR and CVR in household cleaning.
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