Prompt Examples: Before & After
Each example shows a real weak prompt, an improved version with specific changes explained, and the difference in output. Copy any improved prompt and use it immediately.
How to Prompt AI for Ad Copy That Converts
AI ad copy without constraints reads like a brochure. The technique that changes this is forcing the AI to commit to a single emotional driver — not a list of benefits.
How to Write a Better Prompt for Blog Post Introductions
The difference between a generic AI-written intro and one that hooks real readers isn't the model — it's the prompt. Here's exactly what to change.
How to Prompt AI for Ideas That Aren't Obvious
Asking AI to brainstorm without constraints produces a list of the most expected ideas about the topic. Here's the counter-intuitive technique: add more constraints, not fewer, to force genuine creativity.
How to Prompt AI to Explain Code at the Right Level
AI explains code at whatever level it guesses you need. If you don't tell it who the explanation is for, it defaults to a middle ground that satisfies nobody — too detailed for a manager, too shallow for a senior engineer.
How to Prompt AI for Cold Sales Emails That Get Replies
AI-generated cold emails are easy to spot and easy to delete. The fix is a prompt that gives the model a real recipient, a real pain point, and a specific ask — not a generic company pitch.
How to Prompt AI for Feedback That's Honest Without Being Harsh
AI feedback without guidance defaults to over-softened language that obscures the actual problem. The goal isn't kindness at the expense of clarity — it's both at once.
How to Prompt AI for Customer Support Replies That Actually Help
AI customer support replies without a strong prompt default to hollow apologies. The customer doesn't feel heard, and nothing gets resolved. Here's the prompt structure that changes that.
How to Prompt AI for Better Email Subject Lines
Subject lines written by AI without clear constraints tend to be safe, generic, and low-performing. One prompt change can turn 'here are some subject lines' into 5 testable variants with distinct angles.
How to Prompt AI for Product Descriptions That Convert
Most AI-generated product descriptions list features. Descriptions that convert sell outcomes. One prompt reframe changes everything.
How to Prompt AI for Meta Descriptions That Get Clicked
Meta descriptions don't affect rankings directly, but they control whether someone clicks your result or the one below it. Here's the prompt structure that produces click-worthy, search-optimised descriptions.
How to Prompt AI for Better LinkedIn Posts
Generic LinkedIn posts get ignored. The prompt is almost always the problem — not the AI. Here's the specific change that turns AI-written LinkedIn content from forgettable to shareable.
From Examples to Working Agents
Once your prompts are sharp, the next upgrade is pairing them with Claude Code — where the same prompts drive file edits, test runs, and multi-step agents on your own codebase.
Read the Claude Code guide