Buddy AI Blocks
Take a break between tutorials. 10 levels of increasing intensity — touch or keyboard. How far can you get?
Arrow keys / WASD to move · Space to hard drop · C to hold · P to pause · Touch: swipe + tap
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 · 2026AI 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 · AutomationAds 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 · NewCampaign Types Decoded — Decision Framework
When to use Search, PMax, Display, Video, Demand Gen. A practitioner's decision tree.
Campaign Types · StrategySmart 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 · tROASConversion 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 · GA4Ad Assets — The Free Clicks You're Missing
Sitelinks, callouts, structured snippets, images. The extensions that increase CTR for free.
Extensions · Assets · CTRAccount Structure Still Matters
Even when Google says it doesn't. The structural decisions that compound over time.
Structure · OrganizationMobile-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 PagesBudget Pacing — Why Google Overspends
Google can spend up to 2x your daily budget. Here's why and how to control it.
Budget · Pacing · ControlTargeting in 2026 — AI-Driven Audiences
The shift from manual keyword targeting to AI-driven audience signals. How to adapt.
Targeting · Audiences · AIWeb-to-App Connect — The 21% ROI Lift
The integration most advertisers ignore that Google says delivers 21% better ROI.
Web-to-App · ROI · IntegrationSmart Campaigns — Work, Waste, or Graduate
When Smart Campaigns make sense, when they're burning money, and how to upgrade.
Smart Campaigns · SMBGoogle'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 · $350M5 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 · 2026MiniAgent: 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 · 2026Walmart × 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 · 2026How 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 · 2026AI 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 · GeminiPrompt Engineering for Paid Media
7 ready-to-use prompt templates for RSA headlines, search query analysis, competitor intel, and more.
Prompting · RSA · TemplatesConnecting 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 · GA4Google Ads Scripts — Automate Without Engineers
Production-ready Scripts for anomaly detection, automated reporting, and bid management.
Google Ads Scripts · JavaScriptBuilding Your First AI Agent
From script to autonomous system. How GoogleAdsAgent.ai's 28-action architecture works.
AI Agents · Architecture · ClaudeDeploying AI Solutions — Laptop to Production
Docker, Cloudflare Workers, GitHub Actions, environment management. Ship your AI tools.
Docker · Deployment · CI/CDE-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 · SEOPaid Media Automation System
Build an AI-powered campaign management system with anomaly detection and auto-optimization.
Automation · Campaigns · BiddingAI-Powered Measurement
Move from static dashboards to intelligent systems that detect anomalies and recommend actions.
Analytics · GA4 · DashboardsThe Future of AI Marketing & Tool Reference
Complete reference of every tool, action, and integration. Your ongoing companion document.
Reference · Tools · FuturePython Fundamentals for Marketers
Variables, functions, loops, pandas, Google Sheets. Zero programming experience assumed.
Python · Pandas · DataJavaScript & Google Apps Script
Automate Sheets, connect to AI APIs, build custom menus, set up triggers. 4 production scripts.
Apps Script · JavaScript · SheetsSearchAPI & Competitive Intelligence
Monitor competitors in real-time. SERP tracking, ad transparency, Google Trends integration.
SearchAPI · Competitor · SERPMeta Ads AI Automation
Advantage+ setup, API integration, creative systems. Facebook and Instagram advertising with AI.
Meta · Facebook · InstagramAmazon Advertising AI
Sponsored Products, listing optimization, bid agents. The #3 ad platform with AI tools.
Amazon · eCommerce · BidsE-Commerce & AI
When your customer is an algorithm. Product feeds, shopping campaigns, marketplace optimization.
eCommerce · Shopping · FeedsCross-Channel AI Strategy
Budget allocation, attribution, unified reporting across Google, Meta, Amazon, and more.
Cross-Channel · Attribution · BudgetMarketing Mix Modeling with AI
Robyn, Meridian, privacy-safe measurement. The future of attribution in a cookieless world.
MMM · Robyn · PrivacyCluster Keywords with AI
Group thousands of keywords into themes using embeddings and clustering algorithms.
Keywords · Clustering · NLPGenerate Schema Markup with AI
Auto-generate structured data for your pages. FAQ, Product, Article schema in minutes.
Schema · SEO · Structured DataBuild Programmatic SEO at Scale
Generate hundreds of optimized pages from templates and data. City pages, product pages, more.
pSEO · Templates · ScaleContainerize Your Marketing AI with Docker
Package your AI tools into portable containers. Deploy anywhere, reproduce everywhere.
Docker · Containers · DevOpsBuild a Streamlit Dashboard
Interactive dashboards for campaign data. Real-time charts, filters, and AI insights.
Streamlit · Dashboards · PythonConnect GA4 to AI for Automated Insights
Wire Google Analytics 4 into your AI pipeline. Anomaly detection meets web analytics.
GA4 · Analytics · APIBuild a Chrome Extension for PPC
Custom Chrome extensions that overlay AI insights on Google Ads. Your personal copilot.
Chrome · Extension · PPCComplete API Setup Reference Card
Every API endpoint, every credential, every setup step in one reference card.
API · Reference · SetupAI Content That Passes E-E-A-T
Quick checklist for creating AI-assisted content that Google trusts and ranks.
E-E-A-T · Content · ChecklistYour Week-by-Week Learning Curriculum
12-week structured plan to go from zero to production AI advertising systems.
Curriculum · Learning · PlanHow 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 · RedditPerformance 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 · StrategyBroad Match vs Exact Match in 2026
How match types have evolved with Smart Bidding and when each still makes sense.
Match Types · Broad · ExactIs Performance Max Useless?
Honest assessment with data — when PMax works, when it wastes budget, and how to tell the difference.
PMax · Analysis · RedditGoogle Ads Conversion Tracking
Step-by-step setup guide and common pitfalls that break your data.
Conversion Tracking · SetupHow Important Is Conversion Tracking?
Why conversion tracking is the single most important thing in your account — and what breaks without it.
Conversion Tracking · FundamentalsIs Google Ads Still Worth It for Small Business?
2026 reality check on Google Ads ROI for small businesses with limited budgets.
ROI · Small Business · 2026Beginner Google Ads User — Where Do I Start?
The no-BS starter guide for small business owners running their first campaigns.
Beginner · Getting StartedExplain Performance Max Like I'm 5
Plain-language breakdown of what PMax actually does and why Google pushes it so hard.
PMax · Explained · BeginnerMy Experience with Google Ads, FWIW
A real advertiser shares what worked and what didn't — with expert commentary.
Experience · Real DataIt's 2026 — One Piece of Google Ads Advice?
The single most important thing every Google Ads advertiser should focus on right now.
Advice · 2026 · StrategyGoogle Ads MCP — 29 Tools
Python MCP server for live Google Ads API access. Works with Claude, Cursor, Windsurf, OpenAI Agents SDK.
Python · MCP · 29 ToolsAnthropic Agent Skills — 5 Skills
Teaches Claude Google Ads expertise. Analysis, audit, write (CEP), math, and MCP setup.
Claude · Anthropic · Agent SkillsGemini CLI Extension — 22 Tools
Full Gemini CLI extension with MCP server, commands, skills, hooks, policies, and themes.
Gemini CLI · Node.js · 22 ToolsGoogle Ads API Agent
28 actions, 6 sub-agents, full Python architecture. The engine behind GoogleAdsAgent.ai.
Python · Claude · Google Ads APIGoogleAdsAgent.ai Site
The complete website, tools, and blog. Static HTML + Cloudflare Pages.
HTML · Cloudflare PagesCreative Asset Generator
AI-powered RSA, Display, Video, and Shopping ad copy generator.
RSA · Display · PMax