One of the simplest, most repeatable content formats for anyone with real AI expertise is directly taking a follower’s bad AI result, diagnosing exactly what went wrong with their prompt, and showing the fixed version side by side. It’s fast to produce, inherently useful, and builds a visible track record of expertise post after post.
The Format
Ask your audience to submit AI outputs they weren’t happy with, along with the prompt they used. Pick a handful each week and, for each one, show the original disappointing result, explain in plain language exactly what was missing or vague in the prompt, and show the improved result from your fixed version. This is a format that works equally well as a short video, a carousel post, or a simple before/after image pair.
Why This Format Works So Well
It’s inherently useful content — viewers learn a transferable skill (how to write better prompts) rather than just being entertained. It also creates natural, ongoing audience participation, since people are motivated to submit their own frustrating results, which solves the constant challenge of finding new content ideas. And because you’re diagnosing real, specific mistakes rather than giving generic advice, each post demonstrates genuine expertise rather than repeating tips anyone could find in a general “how to prompt” article.
Keeping It Sustainable
The single biggest risk with this format is running out of submissions or having to manufacture fake bad prompts, which feels hollow quickly. Build a simple, low-friction submission process (a form, a specific hashtag, a comment prompt) and actively ask for submissions in every post, treating audience participation as a core part of the format rather than an occasional nice-to-have.
Making the Diagnosis the Real Value
Resist the temptation to just show the better prompt without clearly explaining why it’s better — the explanation is the actual value, not the fixed output itself. A strong version always names the specific problem category (too vague, missing context, no example given, wrong tool for the task) so viewers start to internalize a general pattern, not just a one-off fix.
Where This Leads
This format builds an audience that trusts your specific, demonstrated judgment rather than your general claims of expertise, which makes it an unusually strong lead-in to paid offers — a prompt audit service, a course, or consulting — since your audience has already seen, repeatedly and concretely, exactly what you’re good at, rather than having to take your word for it.
