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The AI Playbook for Advertisers

15 expert articles, 18 hands-on tutorials, 10 quick-start guides, original research, and a playable game. Everything you need to master AI-powered advertising.

By John Williams · Founder · $350M+ Managed · github.com/itallstartedwithaidea
18Expert Articles
18Tutorials
10How-To Guides
$350M+Managed Spend
New · Featured · 2026-09-12

ChatGPT hacks that made my business visible in ...

Learn the ChatGPT visibility tactics actually working in 2025 — listicles, heading structure, answer-first writing, and entity authority building explained.

🔥 Google Ads Decoded — 18 Expert Articles
Article 31 — NEW

The Hero Conf 2026 Session Block Worth Flying In For

September 15 in San Diego, Track 2 stacks three takes on paid media efficiency: Brooke Osmundson on why small PPC budgets need fewer tactics, Breanne Bartlett on optimizing toward the right metric — and our live on-stage tool build with MCP servers, AI agents, and Google Ads Scripts.

Hero Conf · PPC · Events · Speakers · San Diego 2026
Article 30 — NEW

Buddy Goes Mobile: The iOS + Android App Is Here

The AI Google Ads agent behind ahmeego.com, packaged for iPhone and Android — 250-point audits, wasted-spend hunting, ad copy, keywords, and a camera-powered creative validator. What ships in v1, how one Expo codebase rides the existing Cloudflare Workers backend, and where to get it.

Product News · iOS · Android · Buddy · Mobile App
Article 29 — NEW

Claude for Marketing Teams: Agents, MCP, and Real Automation

Why Claude ended up powering Buddy, the open-source Google Ads agent — long-context reliability, MCP explained for marketers with the Google Ads use case, Claude Code and agent skills for building automations, and the confirm-before-mutate guardrails any AI needs before touching a live ad account.

Claude · MCP · AI Agents · Automation · Guardrails · 2026
Article 28 — NEW

ChatGPT for PPC Marketers: What Actually Works in 2026

The honest inventory after three years alongside real ad accounts — RSA ideation from converting search terms, cost-weighted n-gram analysis, compliance pre-checks, GAQL drafting, and reporting narratives that work; the fabricated benchmarks and hallucinated features that don't; and the prompt patterns that separate the two.

ChatGPT · PPC Workflows · Prompts · Custom GPTs · 2026
Article 28

The SEO Audit an AI Agent Ran on Itself — and Shipped the Fixes Live

A full technical SEO and E-E-A-T audit of ahmeego.com, run by an agent that measured Core Web Vitals in a live browser, graded 30,000+ programmatic pages against Google's spam policy, fixed the code, and deployed — in one session. Includes the measured numbers and how it compares to Search Console, Screaming Frog, and SEMrush.

Technical SEO · E-E-A-T · Core Web Vitals · Buddy · 2026
Article 27

How an AI Agent Migrated Two WordPress Sites Into One Headless Storefront

The Squeaky Clean Turf case study — Fable 5 in Cursor with Buddy as the live browser bridge: two WordPress sites merged into one headless Astro storefront, WooCommerce to Shopify, Merchant Center fixed, and every CRM automation verified against live execution logs. What broke, what got fixed, and the reusable checklist.

Case Study · Fable 5 · Cursor · Buddy · Migrations · 2026
Article 26

Buddy Levels Up: Claude Fable 5, Runtime Tag X-Ray Vision, and One Session Across Every Tool

The biggest Buddy release yet — Claude Fable 5 frontier reasoning in the model picker, a real headless browser that verifies what your site actually fires (including tags hidden inside GTM), a memory that compounds across sessions, and one sign-in across the entire tool suite on web, iOS, and Android.

Buddy · Fable 5 · Tag Audits · Product Updates · 2026
Article 25

How I Launched My First ChatGPT Ads Campaign

The exact build in OpenAI's Ads Manager Beta — Reach campaign, two ad groups, context hints, the CPM bid that actually delivers, ChatGPT-built creative, and conversion tracking wired through Google Tag Manager in two steps. Real account, real screenshots.

ChatGPT Ads · OpenAI · Conversion Tracking · GTM · 2026
ChatGPT Ads

How to Sign Up for ChatGPT Ads (And Why You Should Care)

The companion signup guide: a screen-by-screen walkthrough of OpenAI's Ads Manager Beta verification flow, what trips people up, and what to do once you're verified.

ChatGPT Ads · OpenAI · Ads Manager Beta · Signup
Article 1

Google's AI Essentials 2.0 — What It Actually Means for Your Account

The real impact of Google's AI overhaul on your campaigns. What changed, what didn't, and what to do now.

AI · Google Ads · 2026
Article 2

AI Max for Search Campaigns — A Practitioner's First Take

Hands-on analysis of AI Max after managing real budgets. The good, the bad, and when to use it.

AI Max · Search · Automation
Article 3

Ads in AI Overviews — The New Channel

How ads in AI Overviews work, what early data shows, and how to position your campaigns.

AI Overviews · SGE · New
Article 4

Campaign Types Decoded — Decision Framework

When to use Search, PMax, Display, Video, Demand Gen. A practitioner's decision tree.

Campaign Types · Strategy
Article 5

Smart Bidding — What Google Won't Tell You

The truth about automated bidding after $350M in managed spend. When it works, when it doesn't.

Smart Bidding · tCPA · tROAS
Article 6

Conversion Tracking Is Your Competitive Moat

Why 90% of accounts have broken tracking and how to build a system that gives you an unfair advantage.

Conversions · Tracking · GA4
Article 7

Ad Assets — The Free Clicks You're Missing

Sitelinks, callouts, structured snippets, images. The extensions that increase CTR for free.

Extensions · Assets · CTR
Article 8

Account Structure Still Matters

Even when Google says it doesn't. The structural decisions that compound over time.

Structure · Organization
Article 9

Mobile-First Is Dead — Mobile-Only Is Reality

The data on mobile dominance and what it means for your landing pages, bids, and creative.

Mobile · UX · Landing Pages
Article 10

Budget Pacing — Why Google Overspends

Google can spend up to 2x your daily budget. Here's why and how to control it.

Budget · Pacing · Control
Article 11

Targeting in 2026 — AI-Driven Audiences

The shift from manual keyword targeting to AI-driven audience signals. How to adapt.

Targeting · Audiences · AI
Article 12

Web-to-App Connect — The 21% ROI Lift

The integration most advertisers ignore that Google says delivers 21% better ROI.

Web-to-App · ROI · Integration
Article 13

Smart Campaigns — Work, Waste, or Graduate

When Smart Campaigns make sense, when they're burning money, and how to upgrade.

Smart Campaigns · SMB
Article 14

Google's Best Practices — What I Agree With (and Don't)

After $350M in managed spend, which Google recommendations are gold and which are garbage.

Best Practices · Expert · $350M
Article 15

5 Open-Source Google Ads AI Tools — MCP, Gemini, Claude Skills

I shipped 5 tools that give AI agents real Google Ads API access. Python MCP server, Gemini extension, Anthropic Claude Skills, and a production agent. Full architecture breakdown.

MCP · Gemini · Claude · Open Source · 2026
Article 16

MiniAgent: I Trained an Advertising AI from Zero for $0.13

A trainable advertising LLM + 14 MCP servers + agent skills + Ghost Writer v2.0. Based on minimind (42k stars). Train from zero in 2 hours on one GPU. The full stack, open source.

MiniAgent · MCP · Training · Ghost Writer · Open Source · 2026
Article 17

Walmart × OpenAI Agentic Commerce — Are We Thinking About AI Shopping All Wrong?

What Walmart's agentic commerce partnership with OpenAI means for Google Ads, Shopping campaigns, and the future of retail advertising.

Walmart · OpenAI · Agentic · Commerce · 2026
Article 18

How We Responded to Google's March 2026 Core Update — A Case Study

Real data, real response. What changed in our rankings, what we fixed, and the framework we use to turn core updates into competitive advantages.

Core Update · E-E-A-T · Case Study · 2026
Article 19 — NEW

Building Good Life Insurance Group on Cloudflare With Buddy

77 pages, $0 hosting, a real brand. The full case study of shipping goodlifeinsurancegroup.com end-to-end on Cloudflare Pages with Buddy by ahmeego — Astro, Pages Functions, MailChannels, real E-E-A-T.

Built with Buddy · Cloudflare Pages · Astro · MailChannels · Case Study
Article 20 — NEW

Building Summit Tracker — A PIN-Gated CRM Mockup on Cloudflare Workers

24 views, role-based scopes, a mobile PWA pattern, all behind a PIN gate on a single Cloudflare Worker. Plus the regression that left it open for 27 minutes — and the fix.

Built with Buddy · Cloudflare Workers · PIN Gate · CRM · Case Study
Article 23 — NEW

50 Things Each Industry Tracks That Generic CRMs Miss

300 industry-specific nuances across 6 verticals — life insurance, real estate, lending, auto dealerships, ABA therapy, ad sales. Why generic CRMs feel wrong, and what to track instead. Six live demos.

Vertical Software · Industry Nuances · Sales Tracker · Live Demos
Article 21

The Same Sales Tracker for Real Estate, Loans, Auto, ABA, and Ad Sales

Six industries. Six live demos. One engine. A vertical-by-vertical breakdown of how the same dashboard fits agencies, brokerages, lending shops, dealerships, ABA clinics, and ad sales teams.

Industry Fit · Live Demos · Multi-vertical
Article 20

Tracker vs GHL vs HubSpot vs Salesforce

What you actually get, what you actually pay, and why most teams need a floor board instead of another CRM. Side-by-side, no marketing speak.

Comparison · CRM · Sales Tracker
Article 19

The Real-Time Sales Tracker Origin Story

How a frustration with not knowing what was happening on the floor became a real-time tracker that now powers six industries. Built with Buddy.

Built with Buddy · Origin Story · Sales Tracker
Article 22

Request Your Tracker — Setup, Cost, Timeline

Plain-English answers: what we need from you, what it costs, and how long until your team is staring at their own live floor.

Pricing · Onboarding · Sales Tracker
📘 Vol 1: Foundations — 10 Hands-On Tutorials
Tutorial 1

AI Foundations — Setting Up Your First AI-Powered Marketing Stack

Set up Claude, OpenAI, and Gemini APIs. Make your first AI call to analyze a search query report.

Python · Claude · OpenAI · Gemini
Tutorial 2

Prompt Engineering for Paid Media

7 ready-to-use prompt templates for RSA headlines, search query analysis, competitor intel, and more.

Prompting · RSA · Templates
Tutorial 3

Connecting to APIs — Wire AI Into Your Platforms

OAuth2, Google Ads API, GA4, Search Console. Build the credential pipeline that powers everything.

OAuth2 · Google Ads API · GA4
Tutorial 4

Google Ads Scripts — Automate Without Engineers

Production-ready Scripts for anomaly detection, automated reporting, and bid management.

Google Ads Scripts · JavaScript
Tutorial 5

Building Your First AI Agent

From script to autonomous system. How GoogleAdsAgent.ai's 28-action architecture works.

AI Agents · Architecture · Claude
Tutorial 6

Deploying AI Solutions — Laptop to Production

Docker, Cloudflare Workers, GitHub Actions, environment management. Ship your AI tools.

Docker · Deployment · CI/CD
Tutorial 7

E-E-A-T Content That AI Cannot Replicate

Why practitioner experience is the moat. Real frameworks for original, authoritative content.

E-E-A-T · Content · SEO
Tutorial 8

Paid Media Automation System

Build an AI-powered campaign management system with anomaly detection and auto-optimization.

Automation · Campaigns · Bidding
Tutorial 9

AI-Powered Measurement

Move from static dashboards to intelligent systems that detect anomalies and recommend actions.

Analytics · GA4 · Dashboards
Tutorial 10

The Future of AI Marketing & Tool Reference

Complete reference of every tool, action, and integration. Your ongoing companion document.

Reference · Tools · Future
📗 Vol 2: Advanced — 8 Deep-Dive Tutorials
Tutorial 11

Python Fundamentals for Marketers

Variables, functions, loops, pandas, Google Sheets. Zero programming experience assumed.

Python · Pandas · Data
Tutorial 12

JavaScript & Google Apps Script

Automate Sheets, connect to AI APIs, build custom menus, set up triggers. 4 production scripts.

Apps Script · JavaScript · Sheets
Tutorial 13

SearchAPI & Competitive Intelligence

Monitor competitors in real-time. SERP tracking, ad transparency, Google Trends integration.

SearchAPI · Competitor · SERP
Tutorial 14

Meta Ads AI Automation

Advantage+ setup, API integration, creative systems. Facebook and Instagram advertising with AI.

Meta · Facebook · Instagram
Tutorial 15

Amazon Advertising AI

Sponsored Products, listing optimization, bid agents. The #3 ad platform with AI tools.

Amazon · eCommerce · Bids
Tutorial 16

E-Commerce & AI

When your customer is an algorithm. Product feeds, shopping campaigns, marketplace optimization.

eCommerce · Shopping · Feeds
Tutorial 17

Cross-Channel AI Strategy

Budget allocation, attribution, unified reporting across Google, Meta, Amazon, and more.

Cross-Channel · Attribution · Budget
Tutorial 18

Marketing Mix Modeling with AI

Robyn, Meridian, privacy-safe measurement. The future of attribution in a cookieless world.

MMM · Robyn · Privacy
🔧 Quick-Start How-To Guides
Guide 1

Cluster Keywords with AI

Group thousands of keywords into themes using embeddings and clustering algorithms.

Keywords · Clustering · NLP
Guide 2

Generate Schema Markup with AI

Auto-generate structured data for your pages. FAQ, Product, Article schema in minutes.

Schema · SEO · Structured Data
Guide 3

Build Programmatic SEO at Scale

Generate hundreds of optimized pages from templates and data. City pages, product pages, more.

pSEO · Templates · Scale
Guide 4

Containerize Your Marketing AI with Docker

Package your AI tools into portable containers. Deploy anywhere, reproduce everywhere.

Docker · Containers · DevOps
Guide 5

Build a Streamlit Dashboard

Interactive dashboards for campaign data. Real-time charts, filters, and AI insights.

Streamlit · Dashboards · Python
Guide 6

Connect GA4 to AI for Automated Insights

Wire Google Analytics 4 into your AI pipeline. Anomaly detection meets web analytics.

GA4 · Analytics · API
Guide 7

Build a Chrome Extension for PPC

Custom Chrome extensions that overlay AI insights on Google Ads. Your personal copilot.

Chrome · Extension · PPC
Guide 8

Complete API Setup Reference Card

Every API endpoint, every credential, every setup step in one reference card.

API · Reference · Setup
Guide 9

AI Content That Passes E-E-A-T

Quick checklist for creating AI-assisted content that Google trusts and ranks.

E-E-A-T · Content · Checklist
Guide 10

Your Week-by-Week Learning Curriculum

12-week structured plan to go from zero to production AI advertising systems.

Curriculum · Learning · Plan
🛠️ AI Tools — Deep Dives
Marketplaces · NEW

Buddy was first on Gemini CLI. Now he's on Claude Code too.

How the production Google Ads agent at ahmeego.com became the only Google Ads tooling listed on either Anthropic's Claude Code plugin marketplace or Google's Gemini CLI extension marketplace. Two terminals, one agent, 77 skills, $350M+ in managed spend behind it.

Claude Code · Gemini CLI · MCP · Marketplaces · 2026
Article 16 — NEW

Ghost Writer: The AI Content Engine That Passes Every Detector

40-point QA, triple-detector validation, 18 platform formats, voice fingerprinting. How Ghost Protocol defeats GPTZero, Pangram, and Originality.ai — and why it matters.

Ghost Protocol · AI Detection · GPT-5.4 · Open Source · 2026
📊 Research & Reports
Research Report

The State of U.S. Digital Advertising Agencies — 2026

Original E-E-A-T research: 9,346 agencies analyzed, 50-state market intelligence, AI adoption rates, salary data, and industry trends.

E-E-A-T · Research · 9,346 Agencies · 50 States
💬 Community Q&A — Real Questions, Expert Answers
Q&A

Performance max - do negative keywords work?

Do negative keywords work in Performance Max? Yes — here's exactly how to add them, exclude brand terms, and set placement exclusions to stop wasted spend.

Shopping & PMax · Sep 19, 2026
Q&A

Better to change current Google Ads campaign or start new ...

Should you fix a broken Google Ads campaign or start fresh? A senior PPC specialist breaks down when to rebuild vs. revive, with a step-by-step recovery framewo

Tracking & Measurement · Sep 19, 2026
Q&A

Google tag manager enhanced conversion tracking

Step-by-step guide to setting up enhanced conversions in Google Tag Manager correctly, including the counter-intuitive Google Ads settings you must configure fi

Tracking & Measurement · Sep 18, 2026
Q&A

ChatGPT Agent released and Sams take on it

ChatGPT Agent can use a computer autonomously — here's what it actually does, how it compares to alternatives, and how to deploy it in real workflows.

ChatGPT & OpenAI · Sep 18, 2026
Q&A

Does anyone still use Performance Max?

Senior PPC specialist with $350M+ in Google Ads spend explains when and how to use Performance Max campaigns effectively in 2024, with real benchmarks and actio

Shopping & PMax · Sep 17, 2026
Q&A

I Tested OpenAI's $20/month “Agent” So You Don't Have ...

ChatGPT Agent reviewed by a paid media AI practitioner: what it actually does, where it fails, and whether it's worth changing your AI stack.

ChatGPT & OpenAI · Sep 17, 2026
Q&A

How do I calculate the ads budget for a client?

Learn how to calculate a Google Ads budget for clients using a proven framework: target CPA, CPC data, the 30-conversion rule, and learning phase planning.

Budget & ROI · Sep 16, 2026
Q&A

Performance Max Generating Spam Leads

Performance Max generating spam leads? Learn how to diagnose lead quality issues, fix your conversion tracking, and control PMax budget waste in lead gen campai

Budget & ROI · Sep 16, 2026
Q&A

What's your most productive ChatGPT workflow right now?

Discover the most productive ChatGPT workflows for marketers and business owners, including the RCC framework, research-to-brief systems, and iterative copy wor

ChatGPT & OpenAI · Sep 15, 2026
Q&A

My business plan had 12 critical gaps. Here's the Claude ...

Learn how to use Claude to find critical gaps in your business plan with structured adversarial prompts, stress tests, and a multi-session workflow that markete

Claude & Anthropic · Sep 15, 2026
Q&A

Is anybody's employer providing Claude for development?

How to get Claude approved at work, navigate employer AI access policies, and build a business case for Claude Teams or API access in 2025.

Claude & Anthropic · Sep 14, 2026
Q&A

People who switched to Claude from either Gemini or ...

Claude vs ChatGPT vs Gemini: an honest practitioner's guide to switching, stacking, or staying — with real costs, use cases, and a migration framework.

Automation & Scripts · Sep 14, 2026
Q&A

chatgpt is about to show you ads. and honestly i saw this ...

ChatGPT Ads are live: learn how contextual AI ad placements work, how they compare to Google Ads, and exactly how to prepare your campaigns for this new format.

ChatGPT & OpenAI · Sep 13, 2026
Q&A

People are missing the point with Custom GPTs. Let me ...

Learn how Custom GPTs really work — combining instructions, knowledge files, and live API actions — to build agents that save 10+ hours per week.

ChatGPT & OpenAI · Sep 13, 2026
Q&A

I have reviewed over 1000+ AI tools for my directory. Here ...

Learn how ChatGPT's OpenAI Actions and memory features enable real task automation for marketers and advertisers — beyond just chatting.

ChatGPT & OpenAI · Sep 12, 2026
Q&A

ChatGPT hacks that made my business visible in ...

Learn the ChatGPT visibility tactics actually working in 2025 — listicles, heading structure, answer-first writing, and entity authority building explained.

ChatGPT & OpenAI · Sep 12, 2026
Q&A

What are some Google Ad strategies that you have been ...

Expert Google Ads bidding strategies from a $350M+ PPC specialist: portfolio bidding, Demand Gen signals, micro-conversions, and seasonality adjustments explain

Bidding & Smart Bidding · Sep 11, 2026
Q&A

Google Docs style workflow automation

Learn how to build Google Docs-style workflow automation with AI agents — plain English SOPs that execute step by step, with real marketing examples.

Automation & Scripts · Sep 11, 2026
Q&A

Is Claude Code worth learning for a small business owner ...

Is Claude Code worth learning for small business owners? A senior paid media specialist breaks down exactly when it pays off — and when it doesn't.

Claude & Anthropic · Sep 10, 2026
Q&A

What's the rule for increasing daily budget and scale a ...

Learn exactly how to scale Google Ads budgets without killing performance — with specific increments, monitoring checklists, and expert pitfalls to avoid.

Budget & ROI · Sep 10, 2026
Q&A

Still Don't Know What an Agent Is…

Learn what AI agents actually are, how they work, and how marketers can build them — from a practitioner who built a production Google Ads agent on Claude.

Claude & Anthropic · Sep 8, 2026
Q&A

3 Useful ChatGPT Marketing Prompts and how to use them

Learn 3 actionable ChatGPT marketing prompt frameworks for CMO strategy, content calendars, and email — with expert tips on getting real, specific output.

ChatGPT & OpenAI · Sep 7, 2026
Q&A

What's a custom GPT and when to use one.

Learn what a Custom GPT is, when to build one, and how to configure it for real marketing and business workflows — with practical steps and honest limitations.

ChatGPT & OpenAI · Sep 7, 2026
Q&A

Is Claude actually better than ChatGPT for just talking?

Claude vs ChatGPT for conversation: a practitioner's honest breakdown of where Claude feels more natural, why it matters, and when to use each.

Ad Copy & Creative · Sep 6, 2026
Q&A

How Much Should I Spend on Google Ads? (Small Business)

Budget frameworks, minimum viable spend, and how to scale from $500 to $5,000/month without wasting money.

Budget · Small Business · Reddit
Q&A

Performance Max vs Search Campaigns — When to Use Which

Real practitioner breakdown of when PMax beats Search and when it's a budget black hole.

PMax · Search · Strategy
Q&A

Broad Match vs Exact Match in 2026

How match types have evolved with Smart Bidding and when each still makes sense.

Match Types · Broad · Exact
Q&A

Is Performance Max Useless?

Honest assessment with data — when PMax works, when it wastes budget, and how to tell the difference.

PMax · Analysis · Reddit
Q&A

Google Ads Conversion Tracking

Step-by-step setup guide and common pitfalls that break your data.

Conversion Tracking · Setup
Q&A

How Important Is Conversion Tracking?

Why conversion tracking is the single most important thing in your account — and what breaks without it.

Conversion Tracking · Fundamentals
Q&A

Is Google Ads Still Worth It for Small Business?

2026 reality check on Google Ads ROI for small businesses with limited budgets.

ROI · Small Business · 2026
Q&A

Beginner Google Ads User — Where Do I Start?

The no-BS starter guide for small business owners running their first campaigns.

Beginner · Getting Started
Q&A

Explain Performance Max Like I'm 5

Plain-language breakdown of what PMax actually does and why Google pushes it so hard.

PMax · Explained · Beginner
Q&A

My Experience with Google Ads, FWIW

A real advertiser shares what worked and what didn't — with expert commentary.

Experience · Real Data
Q&A

It's 2026 — One Piece of Google Ads Advice?

The single most important thing every Google Ads advertiser should focus on right now.

Advice · 2026 · Strategy
🎓 AI Agents Crash Course
Free Course

The Complete 5-Day AI Agents Crash Course

From absolute zero to deploying multi-agent systems. 28 API actions, 6 sub-agents, 5 white papers, 5 playable games. Built on Claude. Open source.

Free · 5 Days · MCP · A2A · Games · APA 7th
🔗 Open Source Repositories
MCP Server

Google Ads MCP — 29 Tools

Python MCP server for live Google Ads API access. Works with Claude, Cursor, Windsurf, OpenAI Agents SDK.

Python · MCP · 29 Tools
Claude Skills

Anthropic Agent Skills — 5 Skills

Teaches Claude Google Ads expertise. Analysis, audit, write (CEP), math, and MCP setup.

Claude · Anthropic · Agent Skills
Gemini Ext

Gemini CLI Extension — 22 Tools

Full Gemini CLI extension with MCP server, commands, skills, hooks, policies, and themes.

Gemini CLI · Node.js · 22 Tools
Agent

Google Ads API Agent

28 actions, 6 sub-agents, full Python architecture. The engine behind GoogleAdsAgent.ai.

Python · Claude · Google Ads API
Website

GoogleAdsAgent.ai Site

The complete website, tools, and blog. Static HTML + Cloudflare Pages.

HTML · Cloudflare Pages
Creative

Creative Asset Generator

AI-powered RSA, Display, Video, and Shopping ad copy generator.

RSA · Display · PMax