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Examples and Explanations That Stick

Show, don’t just tell. Use AI to create examples, analogies and explanations people remember.

4 parts4 copy-and-paste promptsAI Prompting Tactics6 min read
Show, Don’t Just Tell,  AI Prompts for Examples and Explanations That Actually Stick cover
AI Prompting Tactic 56

Why This Matters

Information without examples is like directions without landmarks.

“Turn left at the intersection” makes sense in theory, but “turn left at the gas station on the corner” makes sense in practice.

When your product tells someone to “write a compelling subject line,” they nod but they don’t know what to do. When your product shows them three compelling subject lines side by side with three weak ones and explains exactly what makes each one work or fail, they get it immediately and can replicate it on their own.

Examples are the bridge between knowing and doing.

They take abstract concepts and make them concrete. They take general principles and make them specific. They take overwhelming advice and make it manageable because the learner can see exactly what the finished product looks like before they attempt it themselves.

Info products that are heavy on principles but light on examples consistently underperform products that show the learner exactly what good and bad look like.

AI is excellent at generating examples across a wide range of contexts, and equally good at breaking down why examples work or don’t work. The prompts ahead will help you fill your products with the kind of concrete, illustrated teaching that makes buyers feel genuinely smarter after every section.

Part 1 of 4

Before and After Examples That Show the Transformation

01

The most powerful teaching examples are before-and-after pairs.

Show the “before”, the common mistake, the weak version, the thing your buyer is probably doing right now.

Then show the “after”, the improved version with the technique applied. When the buyer sees both side by side, the lesson clicks instantly because they can see the difference rather than just hearing about it.

Copy-and-paste AI prompt
Generate before-and-after examples for the following concept in my product: [describe the technique or principle you’re teaching]. Create 5 before-and-after pairs. For each pair: show the “before” version,  something realistic that my audience of [describe] would typically produce, show the “after” version,  the improved version using the technique I’m teaching, write a 2-3 sentence breakdown explaining exactly what changed and why the “after” version is more effective, and highlight the specific elements the reader should study so they can apply the same improvements to their own work. The “before” examples should feel familiar to my audience (not obviously terrible, but clearly improvable). The “after” examples should feel achievable (not so polished that the reader thinks they could never produce that quality).

The “achievable after” instruction is subtle but crucial. If your “after” example is so perfect that it looks like a professional copywriter spent three hours on it, your buyer doesn’t feel inspired.

They feel intimidated. The “after” should be a realistic improvement that the buyer can see themselves producing with the technique you just taught. The goal is “I can do that” not “I could never do that.”

Part 2 of 4

Contextual Examples Across Multiple Scenarios

02

One example teaches a technique.

Multiple examples across different scenarios teach a principle. When your buyer sees the same technique applied to an email, a social post, a product description, and a headline, they stop seeing it as a trick that works in one context and start seeing it as a transferable skill they can apply anywhere. That’s the difference between a tip and a capability.

Copy-and-paste AI prompt
For the following technique from my product: [describe the technique], generate examples showing it applied across multiple real-world scenarios my audience would encounter. Create examples for at least 5 different contexts: [list specific situations your buyer faces, like writing emails, creating social posts, building sales pages, describing products, handling objections, etc.]. For each context: show the technique applied to a realistic scenario in that context, explain any adjustments needed for this specific context (the technique might work slightly differently in an email vs. a social post), point out the common thread across all examples (the core principle that stays the same regardless of context), and include one “common mistake” for this context that the buyer should watch out for. End with a summary that helps the buyer see the universal principle behind all the examples.

The universal principle summary is what transforms scattered examples into a learning framework. Without it, the buyer has five individual tips. With it, they have a mental model they can apply to any future situation, even ones you didn’t cover in the examples. You’re teaching them to fish, not just giving them five fish.

Part 3 of 4

Graduated Difficulty Examples

03

When you’re teaching a complex skill, jumping straight to a full application overwhelms the learner.

Graduated examples start simple and add complexity incrementally so the buyer builds confidence with each step. By the time they reach the full-complexity example, each individual element is already familiar. They’re just combining things they’ve already learned.

Copy-and-paste AI prompt
Create a graduated difficulty sequence of examples for this skill in my product: [describe the skill you’re teaching]. Level 1,  Single Element: an example that demonstrates just one aspect of the skill in isolation. Keep it simple enough that anyone could do it. Level 2,  Two Elements Combined: an example that combines two aspects, showing how they work together. Level 3,  Core Application: a realistic example that includes all the essential elements at a basic level. Level 4,  Advanced Application: a more complex example that shows the skill applied with nuance and optimisation. Level 5,  Expert Application: an aspirational example that shows what’s possible once the skill is mastered. For each level: show the example, identify what’s new at this level compared to the previous one, explain what to focus on and what to ignore at this stage, and include a practice exercise at the appropriate difficulty.

The “what to ignore at this stage” instruction prevents the overwhelm that kills learning. At Level 1, the buyer shouldn’t be worrying about the nuances that show up at Level 4. By explicitly telling them to ignore certain elements for now, you give them permission to do it imperfectly and build from there. That permission is one of the most valuable things a product can provide because most buyers are paralysed by wanting to get everything right from the start.

Part 4 of 4

Anti-Examples: Teaching What Not to Do

04

Showing your buyer what to avoid is often more effective than showing them what to do.

When someone sees a bad example and understands why it’s bad, they develop a filter that catches their own mistakes before they make them. Anti-examples build critical thinking skills that pure positive examples miss.

Copy-and-paste AI prompt
Create a set of anti-examples for the following section of my product: [describe the topic or skill]. Generate 5 common mistakes my audience of [describe] is likely to make. For each mistake: show a realistic example of the mistake in action (something the buyer would recognise as something they’ve done or seen), explain exactly why it doesn’t work (be specific about the mechanism of failure, not just “this is bad”), show the corrected version side by side, and provide a quick self-check the buyer can use to catch this mistake in their own work. Also include 2 “tricky” anti-examples,  things that look right on the surface but fail for subtle reasons that only become clear with experience. These teach the buyer to look deeper.

The tricky anti-examples are where the real learning happens. Obvious mistakes are easy to spot. Subtle mistakes are what trip up buyers who think they’ve mastered the material.

A sales page that has all the right elements but sequences the benefits in the wrong order is a tricky anti-example. It looks professional. It feels complete. But it underperforms because the psychological flow is off. Teaching your buyer to spot these subtle failures is what separates a good product from a great one.

Examples are the proof that your teaching works.

Every concept, every technique, every principle in your product should be illustrated with examples that show the buyer exactly what to do, what not to do, and how to apply what they’ve learned to their own situation.

Products that teach with examples get completed, get implemented, and get recommended. Products that teach with principles alone get shelved. Show your buyers the path forward, and they’ll walk it.

Now put it to work.

Pick one prompt from this guide, fill in your details and run it today. Small, steady changes add up fast.

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