Mark has run independent ecommerce stores end to end. He pressure-tests Shopify, inventory, SEO, and AI-agent workflows against margins, permissions, failure costs, and the question every operator eventually asks: can this be recovered when it goes wrong?
Compare six tools, including Rebuy and LimeSpot, to find the right fit for your store. Then follow three setup examples covering product recommendations, cart rewards and promotion answers.
Choose Shopify inventory management software by checking inventory states, locations, purchase orders and transfers with representative SKUs before buying.
Small ecommerce sellers can forecast replenishment from unit sales, sellable and incoming stock, full lead time, safety stock, and MOQ, then choose software by workflow, price, and limits.
Follow the latest Skill's real onboarding flow, from public storefront discovery and Gmail OAuth through historical-email consent, read-only order data, Agent setup, scheduling, and six draft tests.
A 15-SKU synthetic stress test of an AI campaign planner, including margin gates, inventory limits, fulfillment capacity, and the calculation errors that still required a deterministic layer.
A paired test of SEO Evaluator v2 and v2.1 on 14 ecommerce homepages, showing how fixed thresholds and unverified retrieval turned an audit score into false confidence.