AI For Modern Marketers
Role

Growth Marketer

Guides, workflows, and tools curated for Growth Marketers.

guideintermediate

AI for B2B Marketing: Where It Actually Works

B2B's long cycles, small audiences, and committee buying change what AI is good for. A practical map of the B2B use cases that pay off — and the B2C imports that don't.

b2babmlead-generationgrowth marketer
guidebeginner

AI Image Generation for Marketers: A Working Playbook

Where AI image generation genuinely works in marketing, where it embarrasses brands, and the brief-to-asset process that keeps quality and consistency high.

image-generationcreativedesigncontent marketer
glossary

Synthetic Data

Synthetic data is artificially generated data that mimics real data's patterns — used in marketing for testing, privacy-safe analysis, and simulated audience research.

synthetic-dataresearchprivacyanalytics lead
explainerintermediate

Buy vs Build: The Marketing Agent Decision, Honestly

Should your team buy packaged AI agent products or build on frameworks and automation platforms? A decision framework based on what actually predicts success.

agentsstrategytoolingmarketing leader
workflowintermediate

Build a Lead Enrichment Agent That Prioritizes Your Pipeline

Set up an AI agent that automatically researches every new lead, fills in firmographic and intent context, scores fit, and routes the best ones to sales with a briefing.

lead-enrichmentai-agentslead-scoringmarketing ops manager
glossarybeginner

Context Window

A context window is the amount of text an AI model can consider at once — the working memory that limits how much brand, data, and campaign context you can supply.

context-windowllm-basicsdefinitionscontent marketer
trend-notebeginner

Agentic Commerce Rising

AI agents that research, compare, and buy on a user's behalf are emerging — and they change who marketing actually has to persuade.

agentic-commerceai-agentsecommercegrowth marketer
roundupbeginner

This Week in AI Marketing #09: Lifecycle Gets a Brain

AI moves into lifecycle and CRM marketing — adaptive sends, generated segments, and the new discipline of reviewing what the model decided.

lifecycle-marketingweekly-roundupcrmcrm lifecycle marketer
glossarybeginner

Agentic Workflow

An agentic workflow is an AI process where a model plans, uses tools, and iterates toward a goal — deciding its own steps rather than following a fixed script.

agentic-workflowai-agentsautomationmarketing ops manager
guideintermediate

Building Your First Marketing Agent: A Step-by-Step Guide

A practical walkthrough for shipping your first AI marketing agent — a no-code path and a code path, with scoping advice, guardrails, and a realistic timeline.

ai-agentsno-codeagent-buildingmarketing ops manager
workflowbeginner

Video Repurposing Workflow: One Long Video Into 15 Assets

A step-by-step workflow for turning a single webinar, podcast, or long-form video into clips, shorts, social posts, and an article using AI tools — in about two hours.

video-repurposingshort-form-videocontent-atomizationcontent marketer
learning-pathbeginner

The AI Video & Creative Path

A staged learning path for marketers building AI-powered video and creative production: from first generations to a repeatable creative pipeline.

videocreativelearning-pathcontent marketer
trend-notebeginner

Synthetic Personas in Market Research

AI-simulated customer personas are entering the research workflow — fast and cheap for early exploration, risky as a substitute for real customers.

synthetic-personasmarket-researchai-agentsgrowth marketer
workflowintermediate

Social Listening Agent: From Mentions to Actions Automatically

Build an AI agent that monitors brand mentions and sentiment across social platforms and communities, classifies what matters, and routes each mention to the right action.

social-listeningsentiment-analysisai-agentssocial media manager
workflowintermediate

The Self-Improving Email Nurture Loop

Build an email nurture sequence that rewrites itself: AI drafts variants, engagement data picks winners, and the losers get replaced automatically every cycle.

email-marketingnurture-sequencesmarketing-loopscrm lifecycle marketer
roundupbeginner

This Week in AI Marketing #07: Workflows Beat Prompts

Marketing automation rebuilds around AI-native workflows, plus notes on context management, connector sprawl, and a stat on time reclaimed.

marketing-automationweekly-roundupworkflowsmarketing ops manager
trend-notebeginner

Zero-Click Marketing

When AI answers satisfy the query, the answer itself becomes the touchpoint — and marketing has to work without the visit.

zero-clickai-searchbrand-visibilitycontent marketer
workflowintermediate

The GEO Content Optimization Workflow: Audit, Fix, Verify

A repeatable workflow for auditing your existing content's visibility in AI answers and systematically optimizing it for citation in ChatGPT, Perplexity, and Google AI Overviews.

geoaeocontent-optimizationseo geo strategist
tool-analysisintermediate

n8n vs Make vs Zapier for AI Marketing Workflows

A head-to-head comparison of n8n, Make, and Zapier for building AI-powered marketing automations — pricing models, AI capabilities, and which teams should pick which.

n8nmakezapiermarketing ops manager
glossarybeginner

Prompt Engineering

Prompt engineering is the practice of designing inputs to AI models — context, examples, instructions, and constraints — to reliably produce useful, on-brand outputs.

prompt-engineeringllm-basicsdefinitionscontent marketer
learning-pathbeginner

AI Social Path: Becoming an AI-Powered Social Media Manager

A staged learning path for social media managers who want to use AI across ideation, creation, scheduling, listening, and reporting — without their channels going generic.

social-mediaai-toolscontent-creationsocial media manager
trend-notebeginner

Browser Agents and Marketing

AI agents that browse the web on users' behalf are redefining what a 'visitor' is — and what websites must do to convert one.

browser-agentsai-agentsweb-analyticsanalytics lead
guidebeginner

AI Email Marketing: A Practical Guide to the Whole Program

How to apply AI across your email program — ideation, copy, personalization, send-time, deliverability, and reporting — with realistic expectations at each step.

email-marketingai-copywritingpersonalizationcrm lifecycle marketer
glossarybeginner

Marketing Loops

Marketing loops are self-improving AI workflows that feed performance results back into the next run, so campaigns learn and improve automatically over time.

marketing-loopsai-workflowsdefinitionsmarketing ops manager
guideintermediate

Marketing Loops: Building Self-Improving AI Workflows

Marketing loops are AI workflows that feed performance data back into the next run, so campaigns improve automatically. Here's how to design and ship your first one.

marketing-loopsai-workflowsautomationmarketing ops manager
glossarybeginner

Answer Engine Optimization (AEO)

AEO is the practice of structuring content so AI answer engines like ChatGPT, Perplexity, and Google AI Overviews select and cite it as a source in their responses.

aeoai-citationsdefinitionsseo geo strategist
guidebeginner

AEO: How to Get Cited by AI Answer Engines

Answer Engine Optimization (AEO) is the craft of earning citations in AI-generated answers. Learn the tactics that get your pages quoted by ChatGPT, Perplexity, and AI Overviews.

aeoai-citationsanswer-enginesseo geo strategist
learning-pathbeginner

GEO Mastery Path: From Zero to AI Search Practitioner

A staged learning path that takes you from understanding what generative engine optimization is to running a full GEO program with measurement, optimization, and reporting.

geoaeoai-searchseo geo strategist