Honest assessments of AI tools, Shopify Magic, Sidekick, AI-powered search and personalization, and emerging ecommerce technology.
An honest look at what Shopify Sidekick actually can't do in 2026 — plan-tier gaps, external system blind spots, creative limitations, and when to reach for a specialized app instead.
A practical walkthrough of using Shopify Sidekick for inventory: daily check-ins, reorder alerts, dead-stock flags, seasonal prep, stockout diagnosis, and where Sidekick stops and Pulse or the Inventory API should take over.
A complete 2026 walkthrough of Shopify Sidekick Pulse: how to enable proactive AI insights, interpret recommendations, and combine Pulse with Skills and prompts to grow your store.
A merchant-focused comparison of Llama 3.1, Mistral, Qwen, and DeepSeek-V3 for product descriptions, customer service, and ad copy — with honest cost math on Ollama, Replicate, Together AI, and self-hosted GPUs versus just paying OpenAI.
Yes, Claude Code can scaffold Remix-based Shopify apps in hours, but the App Store submission, Billing API, and compliance work still demand human judgment. Here's the honest breakdown.
A merchant-honest guide to using LLMs with Shopify customer data without violating GDPR, CCPA, or PIPEDA. Covers compliant vendors, DPAs, self-hosting trade-offs, and an audit checklist.
The missing manual for pairing Claude Code with Shopify CLI. Theme dev, theme push safety, app scaffolding, MCP server setup, theme check, and common errors — with fixes.
A plain-English walkthrough for Shopify merchants: RAG vs fine-tuning, exporting your catalog, choosing embeddings and vector databases, and shipping a product-aware chatbot without a data-science team.
An honest head-to-head for Shopify store owners, not developers: which AI wins at product descriptions, customer service, ad copy, supplier emails, and analytics — and when paying for both actually pays off.