AI in practice / October–November 2026

Build better marketing decisions with AI.

Practical guides to AI leadership, marketing teams, process improvement, reporting, and customer follow-up.

Choose one guide, try the exercise, and keep a short note about what worked. Each article includes a practical example, a prompt to adapt, and checks that help you decide whether the result is useful.

Freelance work

Upwork MCP for marketers: find projects that fit the evidence in your portfolio

A practical Upwork MCP workflow for marketers building a freelance pipeline: project fit, honest proposals, bid review, portfolio evidence, and a small side-work test.

October 20, 2026 · 4 min readAI commerce

Use Shopify AI and MCP to answer a real marketing question

A practical Shopify guide for marketers building a freelance pipeline: Sidekick, native AI, MCP roles, integrations, and one useful store experiment.

October 20, 2026 · 4 min readMCP workflows

The MCP stack for marketers: better briefs, cleaner handoffs, less busywork

Choose useful MCPs for marketers building a freelance pipeline. Compare tasks, costs, review needs, and a first-week test that protects your time.

October 20, 2026 · 5 min readKeyword research

Use AI keyword research to build a campaign people recognize

Connect customer language, verified keyword data, intent, ad promises, and landing pages without letting AI invent demand.

October 19, 2026 · 6 min readAI leadership

A weekly AI leadership review your marketing team can actually use

A practical agenda, decision log, and briefing prompt for clearer marketing priorities and accountable follow-through.

October 16, 2026 · 4 min readAI marketing

A better marketing report with Windsor.ai: from numbers to next steps

Use connected marketing data to prepare a clear campaign report with verified definitions, honest limitations, and reviewed recommendations.

October 16, 2026 · 6 min readAI leadership

How to improve marketing leadership with AI

Use AI to prepare clearer decisions, coach your team, and remove recurring obstacles without outsourcing accountability.

October 16, 2026 · 4 min readProcess improvement

Evaluate your marketing process before you automate it

Map the journey from campaign request to customer follow-up, find waiting and rework, and select one useful automation pilot.

October 16, 2026 · 4 min readAI teams

Build your own AI marketing team around real responsibilities

Create a practical research, drafting, and review workflow with shared context, clear handoffs, and one accountable human owner.

October 16, 2026 · 4 min read