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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 to Fine-Tune Your Own AI Model, Step by Step

Fine-tuning shapes a small open model around your own data so it outperforms bigger models at one task. Here is how it works, and how I would use it to give a business a real edge.

May 23, 2026 · 11 min read
Future of Marketing

Federal AI Rules vs the State Patchwork: What It Means for Your Business

There is a push to regulate AI with one national rulebook instead of 50 state ones. Here is the argument, why it matters for ordinary companies, and how I would prepare a business either way.

May 23, 2026 · 10 min read
AI Excellence

Building a Real Mobile App From Your Phone, No Code Required

AI app builders now let you create a working mobile app from your phone, generating your own images, audio, and AI features as you go. Here is the workflow and how I would use it to launch a local services marketplace startup.

May 23, 2026 · 10 min read
Future of Marketing

Build and Deploy Your Own AI App End to End, Without a Dev Team

Building a working app with AI is the easy part now. The skill that puts you ahead is deploying it cheaply on your own server so it can reach real customers. Here is the full path, applied to a real local business.

May 23, 2026 · 12 min read
AI Excellence

A Plain English Guide to Building Apps in Cursor When You Cannot Code

The complete non-coder path: learn the few words that matter, clone a starter template, plug in APIs with the right documentation, debug by reading the screen, and deploy a real tool online. Here is the whole arc and how I would aim it at a real business.

May 23, 2026 · 12 min read
Future of Marketing

AI Customer Simulations: Test Your Marketing Before You Spend a Dollar

New AI builds digital clones of customer groups so you can preview how people react to a campaign or price change. Here is the idea and how a small business can borrow it cheaply.

May 23, 2026 · 9 min read
AI Excellence

When Code Stops Being the Bottleneck: Custom Tools for Any Shop

The person behind a top AI coding tool now writes none of its code by hand. The lesson for owners is that small custom tools, once too costly to commission, are now an afternoon project.

May 23, 2026 · 9 min read
Future of Marketing

50 Things You Can Do with Google's Free AI Image Editor That Used to Require Photoshop

Google's Gemini Flash 2.5 image model, widely called Nano Banana, handles object removal, style transfer, headshot generation, character consistency, and space redesign at zero cost through Google AI Studio.

May 23, 2026 · 9 min read
AI Excellence

Claude 4 Opus Is a Genuine Step Change: Writing, Coding, and Agentic Tasks Tested

Claude 4 Opus landed with impressive benchmark scores, but the more interesting question is whether it actually performs better in practice. Here is what hands-on testing revealed.

May 23, 2026 · 10 min read
Future of Marketing

What Nvidia's 30-Year Climb Teaches Any Business Owner

Nvidia is now one of the most valuable companies on earth, yet it nearly died three times. Here are the durable business lessons from that climb and how I would apply them to a real local company.

May 23, 2026 · 9 min read
Future of Marketing

How a Custom App Got Built and Published in Under an Hour

With AI doing the heavy lifting, a simple, useful app can go from a sketch on screen to a published build in well under an hour.

May 23, 2026 · 6 min read
AI Excellence

Grok 4, Perplexity Comet, and Why AI Is Now Changing Outcomes in Medicine, Not Just Productivity

This week's releases ranged from a new AI browser to clinical IVF improvements to faster drug discovery. Here is what each development means for businesses and what to watch next.

May 23, 2026 · 9 min read
AI Excellence

GPT-4.5 First Look: Everything Changed About AI Writing This Week

GPT-4.5 launched to the public at midnight and after hours of testing, here is the honest first look. Deep research for everyone. VO2 live. All of it explained.

May 23, 2026 · 6 min read
AI Excellence

Self-Improving AI, Meta's Advertising Agents, and Netflix's Personalized Ads: What Pest Control Businesses Need to Know

When Meta builds AI agents that manage your ad campaigns autonomously, the question is not whether to use them. The question is how to configure them correctly so the automation compounds toward your goals rather than against them.

May 23, 2026 · 9 min read
AI Excellence

How to Make Money With AI Workflows and Agents

Reusable workflows plus a single agent that knows how to use them turn one chat window into a real content and product engine. Here is how the pieces fit and how a business would put them to work.

May 23, 2026 · 6 min read
AI Excellence

Using a Top-Tier Reasoning Model to Build Real Software in Stages

A premium reasoning model can plan and write a full working app, but the results depend on how you prompt it: front-loaded instructions, a staged plan, the whole codebase in context, and a review after every step. Here is the method and how I would apply it for a real business.

May 23, 2026 · 7 min read
AI Excellence

Kimi K2.5: The Cheap Open Model Built for Vision and Agent Swarms

Kimi K2.5 pairs strong vision and coding with self-directed agent swarms at a fraction of the price of the closed leaders. Here is what it does and how a business can put it to work.

May 23, 2026 · 6 min read
Future of Marketing

OpenAI's Three-Announcement Move and the Pricing Playbook Any Business Can Borrow

OpenAI dropped revenue numbers, a cheap plan, and ads in a single week, and the sequence was deliberate. The loss-leader, lock-in, and bundling lessons behind it work for businesses of any size.

May 23, 2026 · 6 min read
Future of Marketing

Building on Open Tools Is Smart, but Hiding the Source Costs You Trust

A coding company added real value on top of an open model yet got burned for not crediting it, and the same transparency and summarization lessons apply directly to running a service business.

May 23, 2026 · 8 min read
Measurement

Explorable AI Worlds From a Single Photo: Genie 3 and Your Business

Google's Genie 3 turns one image and a short prompt into a world you can actually walk through. Here is what this leap in AI world models could mean for businesses that sell an experience.

May 23, 2026 · 10 min read
AI Excellence

The Industry Reacted to Gemini 3, and the Lesson for Small Business Is Cheaper, Faster Answers

Gemini 3 landed at number one on independent benchmarks, and the detail worth your attention is token efficiency, which quietly lowers the cost of every task you automate. Here is what that means for a real business and how I would use it.

May 23, 2026 · 7 min read
AI Excellence

The Complete AI Workflow for Building Almost Anything

From research and content to a live web app with sign-in, one AI agent in the terminal can carry a whole project from idea to online.

May 23, 2026 · 11 min read
Consumer Insights

Apple WWDC Live Translation, Veo 3 Fast, and What This Week in AI Means for HVAC Businesses

The AI that matters most for small business is not the headline model announcement. It is the AI that embeds quietly into the tools you already use. Apple's WWDC shows what that looks like at scale.

May 23, 2026 · 9 min read
AI Excellence

Vibe Coding: How to Build Real Apps in Cursor Just by Talking to It

Vibe coding means describing what you want out loud and letting an AI agent inside Cursor write the app. No typing, no code. Here is how the workflow runs, and how I would turn it on for a real local business.

May 23, 2026 · 10 min read
Insights | AI Doers