I’ve lost count of the times I typed a quick one-liner into an image generator and got back something bland. You know the look. Stock-photo vibes, flat lighting and nothing like the picture in my head.
So I nodded along to this post from an AI professional who calls it out directly. The author says most people still type lazy prompts like “make me a logo” and expect magic. Then they wonder why the result looks generic, or worse, nothing like what they wanted.
The creator’s diagnosis is simple: the model isn’t the problem. The prompt is.
📸 From Customer to Creative Director
What I love about this post is how honest it is. The original poster admits their early prompts were embarrassing: one line, no direction, no context. In their words, the output matched the effort they put in.
Then they changed their approach. They started writing prompts the way a creative director briefs a photographer, not the way a customer places an order. According to the author, everything changed overnight.
That framing stuck with me. A customer says “I want a burger.” A creative director says “Shoot the burger at eye level, warm side light, sesame seeds in sharp focus, background blurred to a dark walnut tone.” One gets you whatever’s easiest. The other gets you a shot you can actually use.
🧠 A Prompt Is a Brief, Not a Sentence
“A strong prompt isn’t a sentence. It’s a brief.”
The expert points out that today’s image models have been ready for months. Most of us just haven’t been asking properly. A real brief covers these building blocks:
- Subject: who or what is in the frame, described in specific detail.
- Lighting: soft window light, harsh noon sun, neon glow or studio softbox.
- Camera angle: low angle for power, overhead for flat lays, eye level for intimacy.
- Mood: the emotion you want the viewer to feel, like calm, tense or playful.
- Composition: where things sit in the frame and how much empty space you leave.
- Lens: yes, even the lens. A 35mm feels documentary, an 85mm flatters portraits.
Once you see prompts this way, you can’t go back. And that’s exactly what the categories below build on.
🎯 The 12 Categories Worth Mastering
This savvy professional pulled together 20 prompt structures that work across every major model right now. Here are the categories they highlight, plus what each one needs to shine:
- Photorealistic portraits: Spell out the lighting, the lens and the expression. “Smiling woman” is vague, but “soft Rembrandt lighting, 85mm, quiet half-smile” gives the model a target.
- Cinematic movie scenes: Build these around mood and camera angle. Think of a film still. What’s the tension, and where’s the camera standing?
- Product photography: Define the surface, the props and the studio lighting. A watch on brushed concrete feels completely different from the same watch on white marble.
- YouTube thumbnails: Use bold hierarchy and high contrast. Thumbnails get seen at tiny sizes, so one big focal point beats five small details.
- Social ads: Include brand colors and leave copy-friendly negative space. Asking for empty space up front saves you from fighting the layout later.
- Architectural visualization: Tie it to time of day and materials. Golden hour on timber and glass reads warmer than overcast light on concrete.
- Interior design concepts: Name the palette, the furniture and the natural light. These three details decide whether a room feels cozy or sterile.
- Food photography: Steam, texture and shallow depth of field do the heavy lifting here. They make food look fresh, warm and real.
- Infographic illustrations: Use icons, spacing and clear hierarchy. Without structure, AI infographics turn into cluttered noise fast.
- Fantasy and sci-fi concept art: Build on scale and atmosphere. A tiny figure next to a massive structure in drifting fog tells a story by itself.
- Anime and 3D character design: Anchor everything in expression and style. Name the art style and the emotion so the character feels consistent and alive.
- Viral concept images: Build around one clean focal point. The images that stop the scroll are usually the simplest ones.
As the author puts it: twenty structures, one image. Every category you’ll actually need, laid out prompt by prompt.
✍️ Prompt of the Day
To see the difference, here’s a one-liner rewritten with the creator’s brief approach in mind. The lazy version:
“A coffee cup on a table.”
The brief version:
“Product photo of a matte black ceramic coffee cup on a weathered oak table, soft morning window light from the left, steam rising gently, shallow depth of field, 50mm lens, warm and calm mood, cup placed on the right third with empty space on the left for text.”
Same subject, totally different result. The second version answers every question the model would otherwise have to guess at.
💡 Tips to Make It Stick
Here’s how I’d put this post to work this week:
- Build a checklist: Before you hit generate, check that you’ve covered subject, lighting, angle, mood, composition and lens.
- Start with your most-used category: If you make thumbnails every week, master that structure first and save it as a template.
- Change one variable at a time: Swap only the lighting or only the lens. You’ll quickly learn what each element really does.
- Think like a photographer: If you’d need to tell a human photographer something, tell the model too.
The person who shared this also suggests a simple move. If someone on your team still types one-line prompts and wonders why the results look flat, send this their way. It’s a small habit shift that saves a lot of trial and error.
The author wraps up by asking which category you’ll test first. I’m going straight for product photography, because that’s where I’ve wasted the most generations.
Check out the full LinkedIn post for the complete breakdown and see what the community is testing first.