Demand forecasting, recommendation engines and where AI genuinely helps a commerce business.
AI / MLRanking first on Google no longer means being cited by an AI assistant — the two systems overlap far less than people assume. What earns a mention, and how to measure it.
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MagentoA years-long engagement: Mauritius's electronics marketplace on Magento 2 with Hyvä, supplier-feed integration, and a custom finance, warehouse and delivery back office.
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AI / MLA scored 40-point audit covering whether AI assistants and agents can find, understand and buy from your store: product data, policies, crawler policy, API surface and checkout.
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MedusaAI agents are becoming a buying channel. What a MedusaJS catalogue needs — attribute discipline, honest availability, machine-readable policies — before an agent can transact against it.
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MagentoRedesigning a heritage British tableware brand's Magento storefront — and pairing it with an AI system that predicts inventory demand before stockouts happen.
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AI / MLBudget ranges for the six most common eCommerce AI projects, what drives the variance, the running costs nobody quotes, and how to build a business case that survives contact with a CFO.
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Node.jsAI agents are becoming a real channel to your product. What an MCP server is, why an existing REST API is not a substitute, and how to design the tools, permissions and limits it exposes.
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ShopifySite-search users are your highest-intent segment, and a zero-result page loses them. How to audit Shopify search failures, fix the cheap causes first, and judge whether semantic search earns its cost.
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AI / MLBuilding the website and AI integration for a behavioral-health platform that cuts no-shows and recovers revenue — where healthcare, AI and web engineering meet.
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MagentoHow to enrich a large Magento catalogue with AI without wrecking it: the export-enrich-review-import pipeline, the prompt structure, the QA sampling rate, and where it goes wrong.
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WooCommerceA scope framework for AI customer support on a store: which questions an agent should answer, which actions it may take, what must always reach a human, and how to measure it honestly.
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LaravelA governance policy for AI-assisted Laravel development: what agents do well, the failure patterns that recur, what must never be accepted unreviewed, and how to measure whether it helps.
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