Sharp, practical thinking on Meta and Google ads, lead generation, measurement, and AI for local and home-service businesses.
Anthropic overtook OpenAI in business adoption, and the rapid-fire offers that followed reveal a free sample phase where the labs want your adoption and usage data more than your subscription fee. Here is how a business should play it.
AI ExcellencePaste a confusing result into an AI coding agent like Codex or Claude Code, ask it to explain exactly why it happened, then let it brainstorm repeatable plays you can test with small stakes. The lesson is the workflow, and it works on any business data.
AI ExcellenceBeyond the chat box, ChatGPT includes voice and photo input, an agent mode that builds and deploys sites, deep research across dozens of sources, Projects and schedules for organization, plus Canvas, GPTs, and Codex for coding, and most people use only a fraction of them.
AI ExcellenceRemotion turns video editing into code, and because Claude Code is strong at writing code it can generate full branded videos, motion graphics, and edits from a single prompt. It is a code based video editor you control by talking to it.
AI ExcellenceClaudbot frees Claude Code from the terminal into a proactive assistant you message anywhere, and three business models are opening up. Here is the rundown with an electrician example.
AI ExcellenceClaude Design generates websites, apps, dashboards, decks and videos from one prompt, keeps them on brand through reusable design systems, and hands the finished design off to Claude Code to become a real working app.
AI ExcellenceChatGPT Workspace Agents are customizable agents you build by describing a repeatable task in chat. They connect to your real apps, write their own skills, keep persistent memory, and run on a schedule inside ChatGPT or Slack.
AI ExcellenceAnthropic was caught charging Claude Code subscribers extra and refusing requests when their code mentioned rival agent tools, and it only refunded users after the complaints crossed a million views. The lesson for operators is to never bet everything on one AI vendor.
AI ExcellenceBuild a knowledge base in a free Obsidian vault, capture articles and video transcripts with the web clipper, and let a coding agent scaffold a wiki, then add a grounded journal, a CRM, and an hourly automation so the system ingests and backs itself up on autopilot.
AI ExcellenceGPT Images 2.0 plus a Claude written prompt turns a single image into a stitched AI mini movie. Here is the workflow and how a boutique clothing brand could use it.
Future of MarketingStagewise is a Cursor plugin that lets you click a real UI element in the browser and hand the AI its exact div and class, so the last bit of polish gets fixed precisely instead of guessed at.
AI ExcellenceAnthropic is rationing Claude quota and pulling Claude Code from lower tiers because it does not have enough compute to serve demand that blew past its forecasts, and the real lesson for any business is provider risk.
AI ExcellenceUse a one-line Claude Code loop for fast, frequent jobs on your machine, switch to scheduled tasks or cloud routines when you need them running around the clock with everything off, and push scripts to a cloud platform when the work is deterministic or needs no AI at all.
Search & VideoA roughly 50 cent bet returned about 4,950, the 50x outcome it was designed for, and a gamified treasure hunt turned a prize into engagement. Both run on one instinct any business can borrow: risk little, structure the upside, make people pay attention.
AI ExcellenceGoogle has folded a full AI suite into free tiers most people never open. Here is the whole free stack, what each piece actually does for a business, and how I would put it to work this week.
AI ExcellenceA full map of the eleven AI business models actually working right now, each ranked by cost, effort, and earning potential, so you can pick the one that fits you and start from your laptop.
AI ExcellenceAcross 10 real-world tasks scored 1 to 10 by Google Gemini as a neutral judge, Claude beat ChatGPT on the combined score for writing, design, and teaching, while ChatGPT took strategy, debugging, and features.
AI ExcellenceGPT-5.5 instant became the new ChatGPT default, OpenAI shipped three API-only real-time voice models and a Codex Chrome plugin, and Anthropic answered with dreaming memory and a SpaceX compute deal. The real story is AI moving from reactive to proactive.
AI ExcellenceThere is no one-click migration from ChatGPT to Gemini, but you can carry over what matters by copying your custom instructions and memories, rebuilding your GPTs and projects as Gems, and keeping your core context in a portable file.
AI ExcellenceClaude's new visuals feature turns plain prompts into instant interactive whiteboards, triggered by the phrase Show me. It builds lightweight HTML, so live calculators and flowcharts appear almost as fast as plain text.
AI ExcellenceAn unreleased general-purpose OpenAI reasoning model disproved Erdős's 1946 planar unit-distance conjecture by finding an infinite family of layouts that beat the assumed-best grid. Nine mathematicians verified it as a genuine novel result, likely the first AI-generated publishable proof on a prominent open problem.
AI ExcellenceKarpathy joined Anthropic's pre-training team to use Claude to accelerate pre-training research, meaning AI that improves AI. His open-source Auto Research project already showed an agent loop cutting model training time by about 11 percent.
AI ExcellenceEvery major AI tool is collapsing into the same super-app layout, so the durable advantage is not which tool you pick but the documentation, integrations, and reusable skills you build around it.
AI ExcellenceOpenAI Codex is a single agent interface that combines coding, document and deck creation, design, research, and full computer use, so one app builds spreadsheets, ships apps, wires databases, and runs automations side by side. Here is how a small business can put it to work.
