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Decoding Agentic Commerce

A 90-day learning program for product managers

Join this structured learning journey into agentic commerce. From basics to advanced orchestration, explore how AI agents are transforming e-commerce for SMBs.

Day 1/90

Agentic Commerce Basics

8 min read
→
Day 2/90

Agent vs Automation vs Chatbot

7 min read
→
Day 3/90

LLM + Tools Architecture

9 min read
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Day 4/90

Memory, Context & State

8 min read
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Day 5/90

Human-in-the-Loop Patterns

8 min read
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Day 6/90

Reliability & Fallback Design

8 min read
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Day 7/90

Evaluation Basics (Quality Metrics)

8 min read
→
Day 8/90

Prompting Patterns for Commerce Agents

8 min read
→
Day 9/90

Multi-Agent Orchestration Basics

9 min read
→
Day 10/90

Real vs Hype Framework

7 min read
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Day 11/90

Intent Capture

7 min read
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Day 12/90

Product Retrieval (Search & RAG)

8 min read
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Day 13/90

Recommendation Strategies

7 min read
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Day 14/90

Merchandising in Agent Flows

7 min read
→
Day 15/90

Personalization Constraints

7 min read
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Day 16/90

Price & Promo Reasoning

7 min read
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Day 17/90

Bundle & Upsell Logic

7 min read
→
Day 18/90

Checkout Handoff Patterns

8 min read
→
Day 19/90

Cart Recovery via Agents

7 min read
→
Day 20/90

Conversion KPI Instrumentation

8 min read
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Day 21/90

Catalog Readiness

8 min read
→
Day 22/90

Inventory & Availability Sync

7 min read
→
Day 23/90

Order Orchestration Basics

8 min read
→
Day 24/90

Shipping Promise Logic

7 min read
→
Day 25/90

Returns Policy Reasoning

7 min read
→
Day 26/90

Chargeback Prevention Starts Before the Dispute

8 min read
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Day 27/90

Fraud Signals in Agentic Flows

8 min read
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Day 28/90

PCI-DSS in Agent-Assisted Payments

8 min read
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Day 29/90

Data Consent & Privacy in Personalization

8 min read
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Day 30/90

Explainability & Audit Trails for Agent Decisions

8 min read
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Day 31/90

Guardrails: What Agents Should Never Do

8 min read
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Day 32/90

Return Fraud & Agent Abuse Patterns

7 min read
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Day 33/90

Age-Gating & Restricted Products

7 min read
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Day 34/90

Compliance-First Feature Design

8 min read
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Day 35/90

Building Trust Signals Into Agent UX

7 min read
→
Day 36/90

Payment Method Selection Logic

7 min read
→
Day 37/90

Buy Now Pay Later (BNPL) Agent Integration

8 min read
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Day 38/90

Split Payments & Wallets

7 min read
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Day 39/90

Currency & Cross-Border Complexity

8 min read
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Day 40/90

Tax Calculation in Real-Time

7 min read
→
Day 41/90

Refund Orchestration

7 min read
→
Day 42/90

Subscription Commerce via Agents

8 min read
→
Day 43/90

Dynamic Pricing Ethics

8 min read
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Day 44/90

Merchant Reconciliation & Settlement

7 min read
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Day 45/90

Financial Data as a Commerce Signal

7 min read
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Day 46/90

Latency Budgets for Conversational Commerce

8 min read
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Day 47/90

Cost Per Conversation as a PM Metric

8 min read
→
Day 48/90

Agent Error Classification

7 min read
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Day 49/90

Logging for Debugging vs Logging for Compliance

7 min read
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Day 50/90

A/B Testing Agents — What's Different

8 min read
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Day 51/90

Feature Flags in Agentic Systems

7 min read
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Day 52/90

Incident Response for Agent Outages

8 min read
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Day 53/90

Capacity Planning for LLM-Powered Flows

7 min read
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Day 54/90

Hallucination Rate as a Product Metric

8 min read
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Day 55/90

The Agent Ops Maturity Model

8 min read
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Day 56/90

Context Window Management at Scale

8 min read
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Day 57/90

Retrieval-Augmented Generation (RAG) for Product Data

8 min read
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Day 58/90

Tool Calling Design Patterns

8 min read
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Day 59/90

Agent Memory Architectures (Short vs Long Term)

8 min read
→
Day 60/90

Orchestration Frameworks: LangChain vs Custom

8 min read
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Day 61/90

Streaming Responses in Commerce UX

7 min read
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Day 62/90

Caching Strategies for LLM Outputs

7 min read
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Day 63/90

Prompt Injection Defense in Commerce

8 min read
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Day 64/90

Multi-Model Routing (Fast vs Smart)

7 min read
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Day 65/90

Fine-Tuning vs Prompting for Commerce Use Cases

8 min read
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Day 66/90

Grocery & Perishables via Agents

8 min read
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Day 67/90

Fashion & Fit: The Agent Challenge

8 min read
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Day 68/90

B2B Procurement via Agents

8 min read
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Day 69/90

Restaurant & Food Delivery Agent Flows

7 min read
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Day 70/90

Health & Wellness Commerce Constraints

8 min read
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Day 71/90

Luxury & High-Consideration Purchases

8 min read
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Day 72/90

Digital Goods & Subscriptions

7 min read
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Day 73/90

Real Estate & High-Value Asset Commerce

8 min read
→
Day 74/90

Travel & Hospitality Booking Agents

8 min read
→
Day 75/90

SMB Retail: Making It Work Without Enterprise Budgets

8 min read
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Day 76/90

Multi-Tenant Agent Architecture

8 min read
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Day 77/90

Merchant Onboarding via Agents

7 min read
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Day 78/90

Catalog Syndication & Feed Management

7 min read
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Day 79/90

Agent-Assisted Customer Support Escalation

8 min read
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Day 80/90

Agent as a Sales Channel: Attribution Models

8 min read
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Day 81/90

Building APIs for Agent Consumption

8 min read
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Day 82/90

Semantic Versioning for Agent Interfaces

7 min read
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Day 83/90

Rate Limiting & Throttling Agent Calls

7 min read
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Day 84/90

Disaster Recovery for Agent-Dependent Commerce

8 min read
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Day 85/90

Platform Lock-In Risk with LLM Providers

8 min read
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Day 86/90

The Agent-to-Agent Economy

8 min read
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Day 87/90

Physical Commerce & Computer Vision Agents

8 min read
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Day 88/90

Regulatory Futures: What's Coming

8 min read
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Day 89/90

PM Playbook for Launching an Agentic Commerce Feature

8 min read
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Day 90/90

Synthesis — The Agentic Commerce PM Mental Model

9 min read
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Showing 90 of 90 lessons.