AI Strategy

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

Carlos Martínez Barriga · Apr 22, 2026 15 min read

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

Carlos Martínez Barriga · Apr 21, 2026 13 min read

TL;DR — Key takeaways Most Amazon advertising books are outdated within 18 months of publication — the platform rewrites itself faster than print cycles.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

Carlos Martínez Barriga · Apr 21, 2026 12 min read

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

Carlos Martínez Barriga · Apr 21, 2026 13 min read

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

Carlos Martínez Barriga · Apr 21, 2026 15 min read

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

Carlos Martínez Barriga · Apr 21, 2026 13 min read

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

Carlos Martínez Barriga · Apr 21, 2026 13 min read

TL;DR — Key takeaways 65% of organizations now regularly use generative AI — but most brands start with the wrong tool category and end up with voice drift within six months. The right frame isn’t “best AI tool” — it’s … Read More

Carlos Martínez Barriga · Apr 21, 2026 13 min read

TL;DR — Key takeaways An agentic AI business solutions architect designs the system-level decisions for autonomous AI deployments — orchestration logic, tool integration, memory architecture, human-in-the-loop design, and governance — not just the individual agent prompts The role is distinct … Read More

Carlos Martínez Barriga · Apr 21, 2026 14 min read

TL;DR — Key takeaways Amazon Vendor Central has no self-service “close account” button — closure requires a formal request through Vendor Central support, and Amazon typically takes 30–60 days to process it Before requesting closure, resolve all open purchase orders, … Read More

Carlos Martínez Barriga · Apr 21, 2026 12 min read

TL;DR — Key takeaways There is no single AI generator that covers all brand content needs — the brands doing this well run a 3-tool stack: text generator, image generator, and brand governance layer Adobe Firefly is the safest commercial … Read More

Carlos Martínez Barriga · Apr 21, 2026 13 min read

TL;DR — Key takeaways 94% of marketers plan to use AI for content creation — but non-AI blog creation has already dropped from 65% to 5% in two years, meaning the content internet is flooded The winning move isn’t automating … Read More

Carlos Martínez Barriga · Apr 21, 2026 13 min read

TL;DR — Key takeaways Nike’s “Never Done Evolving” AI campaign earned Cannes Lions recognition and 100M+ views — but was built by a premium creative agency with significant production budget, not a marketing team with a free tool subscription. Coca-Cola’s … Read More

Carlos Martínez Barriga · Apr 21, 2026 13 min read

TL;DR — Key takeaways AI agents in e-commerce split into three types — customer-facing (sales/support), operational (inventory/pricing/logistics), and analytical (data synthesis and forecasting) — and most brands only deploy one type while the other two sit unused. Tatcha achieved 3x … Read More

Carlos Martínez Barriga · Apr 21, 2026 13 min read

TL;DR — Key takeaways Shoppers who interact with conversational AI are 4x more likely to convert than those who navigate product catalogs alone — but this only holds for LLM-based systems, not legacy decision-tree chatbots. AI interaction costs $0.50 vs. … Read More

Carlos Martínez Barriga · Apr 21, 2026 13 min read

TL;DR — Key takeaways Professional product photography costs $25–100 per image; AI generators bring that to $0.05–0.50 at scale — the math is not subtle. High-quality product images drive up to 94% higher conversion rates; AI tools now produce results … Read More

Carlos Martínez Barriga · Apr 21, 2026 12 min read

TL;DR — Key takeaways n8n’s AI Agent node lets you build e-commerce automation workflows that reason, not just route — the agent decides what to do next based on context, not just predefined conditions. The highest-ROI use cases for e-commerce … Read More

Carlos Martínez Barriga · Apr 21, 2026 15 min read

TL;DR — Key takeaways Generative AI is delivering measurable ROI in e-commerce primarily through three use cases: product content at scale, personalized customer experiences, and AI-assisted search — the rest is mostly still experimental. Brands using GenAI for product descriptions … Read More

Carlos Martínez Barriga · Apr 21, 2026 14 min read

TL;DR — Key takeaways Brand management is a genuinely good career for people who want both analytical and creative responsibility — median salary for experienced brand managers sits around $80K-100K in the US, with directors clearing $150K+. The role varies … Read More

Carlos Martínez Barriga · Apr 21, 2026 14 min read

TL;DR — Key takeaways Amazon charges per click (CPC) for Sponsored Products and Sponsored Brands — you pay when someone clicks, not when your ad appears. Billing happens either when you hit your payment threshold (default $500) or at the … Read More

Carlos Martínez Barriga · Apr 21, 2026 15 min read

TL;DR — Key takeaways Amazon replaced its legacy MWS (Marketplace Web Services) API with the Selling Partner API (SP-API) — Vendor Central integrations use the same SP-API framework as Seller Central, with vendor-specific API sections covering purchase orders, inventory acknowledgments, … Read More

Carlos Martínez Barriga · Apr 21, 2026 13 min read

TL;DR — Key takeaways Amazon advertising jobs fall into four distinct tracks: roles at Amazon itself (AMC, DSP team, advertising products), in-house brand roles, agency roles, and software/SaaS roles — each with different skill requirements, compensation structures, and career trajectories … Read More

Carlos Martínez Barriga · Apr 21, 2026 13 min read

TL;DR — Key takeaways Born to Run is a Vendor Central program that lets vendors request Amazon to pre-order sufficient inventory for a new product launch — sharing the stockout risk during the critical first 10 weeks in exchange for … Read More

Carlos Martínez Barriga · Apr 21, 2026 14 min read

TL;DR — Key takeaways Amazon brand management covers seven distinct competency areas — Brand Registry setup, A+ Content and Brand Store, Sponsored Brands advertising, Brand Analytics, brand protection and counterfeit reporting, Vine enrollment, and attribution — most courses cover only … Read More

Carlos Martínez Barriga · Apr 21, 2026 14 min read