There is a story going around about a porch and a frontier AI model, and it explains why selling education is about to change.

The story: a powerful new model can scan a neighborhood on Google Maps, find every house with an uncovered porch that sits in full sun, render a 3D image of a covered porch for each one, and prepare a personalized outreach piece to mail the owner. Long, complex, multi-step work — done automatically. That is great if you sell roofing. But what does it mean if you are in the education business?

The pattern under the porch story

The porch is not the point. The point is a four-step pattern that now works for teaching:

• Find. Identify people or businesses with a gap you can close — a problem, a missing skill, an unanswered question.
• Understand. Grasp their actual situation, not a generic guess. Newer models understand context far better than older ones.
• Personalize. Build a one-off learning experience for that exact person.
• Cheapen. Because all it costs is tokens and a playbook, you can do it at scale.

This flips the old model. It is no longer “publish a course and pray someone shows up.” It is reach out to someone who does not yet know they need to learn something.

Finding people who have the problem

People broadcast their gaps everywhere — questions in forums, posts on Reddit, threads in Facebook groups, missing pieces on a company website. An agent team of scouts can search LinkedIn and Reddit for those signals, score each person against your criteria, and surface the ones whose problem your teaching can solve. The work runs in the background before you lift a finger.

Understanding their situation

This is where a stronger model earns its cost. It can read a small business’s situation and see the real opportunity — a revenue gap, a cost saving, a skill they are missing — with a depth older models could not reach. That understanding is what makes the next step land.

Personalizing the offer with an artifact

Here is the exciting part. A capable model is excellent at building visual artifacts. So once you have identified a person, you can generate a personalized mini-course, a single lesson, or an interactive artifact that shows them exactly what changes if they learn this thing. Tools like Course Lab can build the interactive lesson; publishable artifacts can be spun up on the fly.

Now you are holding personalized educational content that shows a complete transformation — for someone who did not even know they had a problem. And you have not built a generic course to do it.

Cheapening the pipeline so it scales

Once you have a repeatable process and a playbook, this is not you building a website, recording a talking-head video, or writing a slide deck. The AI does that work and does it fast. The frontier is not “which model is best.” It is your imagination — how you string these steps into an experience that makes someone stop and say, “I hadn’t thought of that.”

Keep the human in the loop

This does not run fully on autopilot. You still confirm you have the right person, that the artifact is worth sending, and that the outreach is honest and useful. Insert yourself at any step. The model does the heavy lifting; you keep the judgment.

Your move this week

Do not ask “what tool do I need to build an online course.” Instead, pick two or three businesses or people who clearly have a gap you can teach around. Ask the model how you would address it, build a small personalized artifact, and reach out by hand to see if it lands. Prototype the porch story for your own expertise. The delivery method — an LMS or anything else — matters far less than the personalization and the depth of the value.