Notes from the ecommerce trenches.
Long-form essays on the patterns that move revenue, the platforms that compound, and the AI workflows reshaping how we ship.
The 12-Page AI Visibility Audit Workbook: How to Self-Score Your Store in 60 Minutes
A walkthrough of the 12-page AI Visibility Audit Workbook we use internally at LUMA-E — every page, every prompt, and a scored example on our own site so you can run it end-to-end in one sitting without buying anything.
The Listicle Gap: Why DTC Brands Win AI Citations and Direct-Reply Brands Don't
AI engines cite third-party listicles and roundup pages far more than they cite brand-owned copy. DTC brands win the listicle by accident. Direct-reply and wholesale brands lose it — and can close it with the right 3-step fix.
Why I Stopped Calling It a Solo Agency: The AI-First Reframe and What It Cost Me
A founder's build-in-public account of dropping the 'solo agency' label for 'AI-first' — the semantic collision that forced the change, the six surfaces I rewrote in an hour, and the month of reasoning behind a one-line edit.
How a Shopify Brand Goes From 0 to 2 AI Citations in 30 Days: A Live Audit Log
A day-by-day audit log of the exact codebase, schema, and llms.txt changes that moved one Shopify Plus brand from zero citations to two verified Perplexity citations in thirty days — including the wrong citation that came first and the four fixes that corrected it.
Shopify Plus B2B vs Magento 2 Commerce: A 12-Dimension Decision Framework (2026)
Most B2B platform decisions hinge on price. The post-mortems six months later are written on 12 different dimensions. Here is the framework we use before any build starts.
The AI Visibility Score: A Reproducible Audit Method for Ecommerce Brands (2026)
A reproducible 12-query, 5-dimension scoring rubric for measuring how often your Shopify or Magento store is cited by ChatGPT, Perplexity, and Claude — and what to fix when the number is low.
The 7 Agent Tasks That Broke (and How I Fixed Them) in 90 Days
A build-in-public failure log from 90 days of running an AI-first ecommerce agency. Seven specific agent tasks that produced wrong output, the root cause for each, the fix that stuck, and the principle that generalizes.
The 5 Schema Types ChatGPT Actually Reads in Ecommerce (2026)
Across 50+ ecommerce audits, only five schema types reliably show up where AI engines compose answers — Article, FAQPage, Product, Organization, and BreadcrumbList. Here's what each one does and the emission gap most stores miss.
Shopify Plus B2B Wholesale: The 7-Stage Migration Playbook (2026)
A stage-by-stage playbook for migrating wholesale operations from Magento, WooCommerce, or custom B2B systems to Shopify Plus B2B — companies and locations, catalog gating, tiered pricing, draft orders, and net 30/60/90 payment terms.
Why Your Shopify Store Isn't Cited by ChatGPT (and How to Fix It in 30 Days)
Five structural reasons Shopify stores get crawled but not cited by ChatGPT, Perplexity, and Claude in 2026 — plus the 30-day fix sequence we run at LUMA-E.
Rebuilding My Ecommerce Agency as AI-First: Numbers From the First Month
First-month numbers from rebuilding LUMA-E as an AI-first ecommerce consultancy — what AI agents replaced, what they didn't, what broke, and what the verified shipping figures actually look like.
What I'd Tell My 2024 Self About Building an AI-First Ecommerce Agency
Ten lessons from rebuilding an ecommerce agency as an AI-first operation — what to start sooner, what to skip, and what to invest in. A founder's letter to the version of me who hadn't started yet.
AI Search Crawlers and Your Ecommerce Store: The 2026 Robots.txt Field Guide
Which AI crawlers hit your Shopify, Magento, or headless store in 2026, what each one is for, and how to handle them in robots.txt without blocking the bots that drive citations.
llms.txt for Ecommerce: What Goes In, What Doesn't (2026 Spec Walkthrough)
A practical llms.txt spec walkthrough for Shopify, Magento, and headless ecommerce stores — what to include, what to omit, and where it actually shifts AI citations in 2026.
The AI-First Delivery Stack: 5 Tasks AI Owns, 1 It Still Can't Touch (2026)
An honest breakdown of which delivery tasks an AI-first ecommerce agency hands to AI in 2026 — discovery audits, schema generation, content first-drafts, citation tracking, EN/VI translation — and the one thing the model still can't replace.
The AI-First Ecommerce Agency Playbook (2026): Stack, Workflow, Trade-offs
An honest founder's playbook for running an AI-first ecommerce agency in 2026 — the stack, the delivery workflow, what AI replaces, what stays human, and the trade-offs nobody talks about.
Shopify B2B Development in Vietnam: What Brands Should Know (2026)
An operator's guide to evaluating Shopify B2B agencies in Vietnam in 2026: market landscape, technical depth required, decision frameworks for Shopify B2B vs Shopify Plus B2B vs Magento, pricing benchmarks, and what to look for beyond rate cards.
Magento 2 Development in Southeast Asia: A Founder's Guide (2026)
An operator's view of choosing a Magento 2 agency in Southeast Asia in 2026: market-by-market breakdown across VN, SG, HK, JP, TH, and MY, with a decision framework, pricing benchmarks, and what to evaluate beyond rate cards.
Local Entity Signals: Why Your SEA Ecommerce Brand Is Invisible to AI Search
Why brands in Vietnam, Singapore, and Southeast Asia disappear from AI search results — and the structured-data and content fixes that make Perplexity, ChatGPT, and Claude cite you for local intent queries.
Shopify B2B Conversion Killers: What's Actually Hurting Wholesale Stores in 2026
The recurring conversion killers we see across Shopify B2B builds — ranked by frequency and revenue impact. Pricing visibility, schema gaps, AI search invisibility, and how to prioritize fixes.
Structured Data and Entity Authority: The 200-Word Rule for AI Citations
Why your content ranks on Google but doesn't get cited by ChatGPT, Perplexity, or Claude — and the 3 structural fixes that move the needle in 2026.
The 50-Point Shopify B2B Conversion Audit Checklist (2026)
A free 50-point Shopify B2B audit checklist covering tech performance, AI search visibility, conversion UX, mobile, and trust. Use it to find exactly what's killing your wholesale store's conversions.
AI Search Optimization for Vietnam Ecommerce (2026 Practitioner Guide)
How Vietnamese ecommerce brands can get cited by ChatGPT, Perplexity, and Google AI Overviews — llms.txt, FAQPage schema, IndexNow, and a priority action list from 200+ builds. Includes Vietnam-specific context and real citation results.
How to Automate Ecommerce Operations for AI Search Visibility (n8n + Structured Data)
Automation isn't just an ops efficiency play — it's an AI search visibility multiplier. A practitioner's guide to using n8n for real-time schema updates, LLM-optimized content pipelines, and structured data automation across 200+ ecom builds.
Shopify Plus vs Magento 2 for B2B Ecommerce (2026 Comparison)
Direct comparison of Shopify Plus and Magento 2 (Adobe Commerce) for B2B ecommerce in 2026 — feature matrix, pricing, AI search visibility, migration cost, and a decision framework based on 200+ ecommerce builds.
NextJS Headless Commerce: When It's Worth It (and When It's Not)
A practitioner's honest breakdown of when headless NextJS pays off for ecommerce — and when monolith Shopify is the better call. Includes cost benchmarks, AI search visibility advantages, and real project lessons from 200+ builds.
How to Optimize Ecommerce for AI Search (2026 Playbook)
A 200-store practitioner's playbook for getting cited by ChatGPT, Perplexity, Claude, and Google AI Overviews. 10 tactics with templates, schema examples, and a copy-paste llms.txt.
Is Shopify Plus Worth It for a Fashion Brand? Lessons from 9 Builds
A 10-year practitioner's honest take on when Shopify Plus is worth it for fashion DTC — and when it isn't. Drawn from 9 production builds including Kangarwear (2025), OTB Group, and Melissa.