Carlos Martínez Barriga

Articles by Carlos Martínez Barriga

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  AI Strategy

  E-commerce AI: The Complete Guide to the Four Value Chain Layers, ROI Measurement, and the Data Flywheel

  TL;DR — Key takeaways E-commerce AI in 2026 spans four layers of the retail value chain: discovery (search, recommendations), conversion (personalization, pricing), operations (inventory, logistics, fraud), and marketing (content, email, ad creative). The ROI measurement problem is real: most companies … Read More

  Apr 22, 2026 13 min read
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  AI Strategy

  E-commerce with AI: A Practical Prioritization Guide for Brands That Don’t Have Amazon’s Budget

  TL;DR — Key takeaways The most expensive AI mistake in e-commerce is not choosing the wrong tool — it’s choosing the right tool before the underlying data is ready to support it. Start with four quick wins that work with … Read More

  Apr 22, 2026 13 min read
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  AI Strategy

  E-commerce AI Examples: Six Categories, Real Deployments, and Where the ROI Actually Is

  TL;DR — Key takeaways Six categories of e-commerce AI are driving measurable results in production: recommendations, dynamic pricing, visual search, demand forecasting, customer service automation, and fraud detection. Amazon generates 35% of total revenue from its recommendation engine — but … Read More

  Apr 22, 2026 14 min read
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  AI Strategy

  AI Brand Hub: Three Layers, Five Platforms, and the Governance Work Nobody Budgets For

  TL;DR — Key takeaways An AI brand hub solves three distinct problems — asset discovery, on-brand content creation, and governance enforcement — but most platforms in 2026 only address the first. Brand consistency can increase revenue by up to 33%, … Read More

  Apr 22, 2026 13 min read
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  AI Strategy

  E-commerce AI Website Builder: Honest Comparison by Scale, What AI Actually Does in Each Tool, and the Feature Nobody Talks About

  Executive summary 73% of retail executives plan to increase their AI spend in 2026, yet most burn their budget on flashy text generators instead of revenue-driving infrastructure. The “one-click AI store” is an attractive myth. Tools like Wix AI create … Read More

  Apr 22, 2026 10 min read
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  AI Strategy

  Agentic AI Examples: Five Categories of Real Deployments, What They Actually Do, and What Makes Them Work

  TL;DR — Key takeaways Most things called “agentic AI” in vendor marketing aren’t actually agentic — they’re automated workflows with an LLM bolted on. Real agency means multi-step autonomous execution with tool access and state persistence. Klarna’s AI agent handled … Read More

  Apr 22, 2026 15 min read

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  AI Strategy

  Brands Using AI for Advertising: Four Maturity Levels, Real Case Studies, and Why Most AI Ad Claims Overstate the Reality

  TL;DR — Key takeaways When a brand announces it’s “using AI for advertising,” it usually means Level 1 (automated bidding) — not the generative creative or autonomous campaigns the press release implies. The AI Advertising Maturity Model has four levels: … Read More

  Apr 21, 2026 13 min read
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  AI Strategy

  Amazon Advertising Books: What’s Worth Reading, What’s Outdated, and the Learning Stack That Works in 2026

  TL;DR — Key takeaways Most Amazon advertising books are outdated within 18 months of publication — the platform rewrites itself faster than print cycles. The books worth reading aren’t the newest ones; they’re the ones that teach principles (campaign architecture, … Read More

  Apr 21, 2026 12 min read
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  AI Strategy

  E-commerce AI GitHub: Best Repos by Category, Production Readiness Guide, and What the Star Count Doesn’t Tell You

  TL;DR — Key takeaways GitHub star count is not a proxy for production readiness — the most-starred e-commerce AI repos are usually the easiest to demo, not the easiest to deploy. Four functional categories cover 90% of what brands actually … Read More

  Apr 21, 2026 13 min read
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  AI Strategy

  Agentic AI Foundation: Five Layers, ROACH Framework, and Why Most Deployments Fail at the Architecture Level

  TL;DR — Key takeaways Most agentic AI failures aren’t model failures — they’re foundation failures. The agent does exactly what it was designed to do, but the design had no floor for when it should stop. A functional agentic AI … Read More

  Apr 21, 2026 15 min read
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  AI Strategy

  E-commerce AI Automation: Three-Layer Architecture, Automate/Augment/Avoid Framework, and Highest-ROI Use Cases

  TL;DR — Key takeaways 71% of B2B businesses use AI in e-commerce operations — but only 20% use it systemically across multiple workflows. The gap between those two numbers is where the real competitive advantage lives. Three-layer automation architecture produces … Read More

  Apr 21, 2026 13 min read
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  AI Strategy

  How to Get an Amazon Vendor Central Account: Four Paths, Real Economics, and the Roster Reality

  TL;DR — Key takeaways Amazon Vendor Central is invite-only, but there are four concrete paths to getting that invitation — passive waiting is the least effective of them. The informal sales threshold for triggering Amazon’s attention: roughly $1M+ annualized sales … Read More

  Apr 21, 2026 13 min read