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AI DOERS · Insights

Playbooks for performance marketing.

Sharp, practical thinking on Meta and Google ads, lead generation, measurement, and AI for local and home-service businesses.

AI Excellence

How I Build a Working Mobile App in Under an Hour With No Coding

You can go from a one sentence idea to a real app with a backend and an App Store submission in well under an hour. Here is the exact flow and how I would use it to win a plumbing company more booked jobs.

May 23, 2026 · 9 min read
AI Excellence

When An AI Provider Changes The Rules: What It Teaches Every Business

A major provider just locked third-party tools out of its flat-rate plan, and overnight people lost workflows they depended on. The real lesson is about vendor risk, not one tool.

May 23, 2026 · 11 min read
Future of Marketing

Multimodal AI 101: Giving Your Business Vision and Hearing

Modern AI can look at photos and listen to audio, not just read text. Here is what that means for a normal business, with a worked example for a hair salon.

May 23, 2026 · 13 min read
AI Excellence

Inside Cerebras's Fastest Data Center and Why AI Speed Matters for Your Business

Cerebras built the fastest AI data center on earth around a dinner plate sized chip with memory kept on chip to kill latency. Here is what that speed unlocks and how I would use a fast, responsive AI inside a real wedding photography studio.

May 23, 2026 · 10 min read
AI Excellence

Upskill, Do Not Deskill: Redesign Your Team's Roles Around AI

AI is automating tasks inside every job. Here is how a small business redesigns roles so AI takes the busywork and people move to the high-value work that customers pay for.

May 23, 2026 · 11 min read
AI Excellence

Claude Code Skills Got Easier to Build and Stronger to Use

A skill is a plain-text recipe your AI follows to nail a task every time, and the new skill creator builds, tests, and tunes those recipes for you. Here is how to use it.

May 23, 2026 · 9 min read
AI Excellence

Give Your AI Infinite Local Memory That Stays Private

A small local model can hold all of your context on your own machine and hand only the right slices to ChatGPT or Claude. Here is what it does for a real business and how I would set it up.

May 23, 2026 · 14 min read
AI Excellence

ChatGPT Agent as a Business Research and Task Automation Tool: What It Can Realistically Do Today

ChatGPT Agent combines deep web research, email drafting, code execution, and PDF reading into one autonomous tool. Here is an honest look at what it does well, where it still needs human review, and how a med spa can use it this week.

May 23, 2026 · 9 min read
AI Excellence

Gemini 3.1 Flash Live: Voice Agents That Finally Feel Human

Google's newest voice model goes straight speech to speech, with lower latency, true interruptions and the ability to see, making it ready for real business voice agents.

May 23, 2026 · 12 min read
AI Excellence

Build the Software You Used to Pay For: The Bespoke-Tool Shift Hitting Small Business

A wave of software value is being erased as AI lets people build the exact tools they need by describing them. Instead of renting apps and services, owners are getting custom software made on demand. Here is what that shift means and how I would use it.

May 23, 2026 · 12 min read
AI Excellence

Faster AI Coding Models: Build Real Business Tools From a Prompt

A new generation of AI coding models is faster, cheaper per task, and smart enough to fill in sensible defaults when you do not spell everything out. Here is what that means for owners who want custom tools without a big dev budget.

May 23, 2026 · 9 min read
AI Excellence

Build a Custom Business App With AI in Under an Hour

Modern AI app builders ship with login, a database, and hosting already set up, so you can turn a plain-English idea into a working internal tool in under an hour.

May 23, 2026 · 11 min read
Future of Marketing

Real-Time AI Voice and What It Means for Your Business

AI voice can now watch your screen and coach you through any task live. Here is what that unlocks, with a landscaping company as a worked example.

May 23, 2026 · 10 min read
AI Excellence

Should Your Business Use an AI Browser Like ChatGPT Atlas?

AI browsers add a chat to every tab and an agent that can do tasks for you. Here is what is genuinely useful, what to watch out for, and how I would test one in a real business.

May 23, 2026 · 9 min read
AI Excellence

How Free Deep Research Tools Change Decision-Making for a Plumbing Business

Perplexity and Grok 3 now offer AI-powered deep research at no cost. Here is what that shift means for a plumbing company trying to outresearch and outprice its competition.

May 23, 2026 · 11 min read
AI Excellence

GPT 5.2 Is Built for Real Work: What It Means for Your Business

GPT 5.2 is the first model I would actually trust with professional work. It is more reliable, reads images well, handles spreadsheets and presentations, and codes at the top of its class. Here is what that means for a real business.

May 23, 2026 · 11 min read
AI Excellence

The Creator Composer: Why This Person Will Win the Next Decade

The person who can both build software with AI and tell a compelling story about it is becoming nearly impossible to compete with.

May 23, 2026 · 11 min read
AI Excellence

Fine Tuning vs Knowledge Base: Making GPT 10x Better For Your Business

There are two real ways to make GPT perform for your specific use case. Here is how to tell which one you need and how a pest control company would put both to work.

May 23, 2026 · 9 min read
AI Excellence

ChatGPT Projects Sharing Lets Property Managers Give Every Owner a Private AI Trained on Their Portfolio

A quiet but major update to ChatGPT Projects adds invite-only and public sharing, turning each project into a shareable AI workspace that any business handling multiple clients can deploy immediately.

May 23, 2026 · 9 min read
AI Excellence

How to Build a Living Second Brain Your AI Agent Can Actually Work With

Connect an organized markdown notes app to an AI agent and your scattered documents become living files the agent can read, edit, and act on. Here is what that setup does and how I would run it for a real business.

May 23, 2026 · 10 min read
AI Excellence

What a Microsoft AI Leader Says Really Matters: Model Choice, Your Data, and Real ROI

A senior view from inside one of the biggest AI organizations comes down to three ideas: measure outcomes, route work to the right model, and feed models your own data. Here is how that plays out for a real business.

May 23, 2026 · 10 min read
AI Excellence

The 3-Hour AI Email Assistant That Sold for $1,650

A simple AI inbox assistant took three hours to build, yet a business owner paid $1,650 without hesitation. The lesson is not the workflow, it is how you diagnose the problem, scope it, and prove the value.

May 23, 2026 · 9 min read
AI Excellence

Build a Free AI Agent That Watches and Sorts Your Inbox of Inquiries

Behind the headlines about which lab is winning sits the tool small businesses actually need: a cheap, self hosted automation that gathers messages, rates them with AI, and routes each to the right place.

May 23, 2026 · 10 min read
Future of Marketing

The n8n Code Node, Explained for People Who Are Scared of Code

The code node is the most powerful tool in n8n and the one most owners avoid. Here is what it does, why you do not need to be a developer, and how I would wire it into a real service business.

May 23, 2026 · 11 min read
Insights | AI Doers