How to prompt ImagineArt 1.5 Pro for clearer, more consistent images

The AI Image generator available in the Artist AI Toolkit, ImagineArt 1.5 Pro, is more direct than earlier model versions. It follows prompts closely, makes fewer guesses, and creates more realistic, consistent images when your instructions are clear.

This is an improvement, but it also changes how you need to write prompts, to get the best image outputs. Words that are vague or too broad often lead to images that look flat, confusing, or unfinished instead of creative.

This guide shows you how to write prompts that ImagineArt 1.5 Pro understands, so you get clearer results, better consistency, and images you can actually use.

How ImagineArt 1.5 thinks differently

ImagineArt 1.5 Pro follows instructions more closely than earlier versions. When you describe something clearly, it tries to do exactly that, not something close enough. This is why results feel more consistent, but also why it’s more likely to make mistakes.

Older ImagineArt models usually filled in missing details on their own. If a prompt was vague (and there wasn’t a negative prompt added), the model would guess the subject, the style, or the setting. With ImagineArt 1.5 prompting, the model guesses less, so unclear prompts usually lead to flat, confusing, or broken images instead.

For example, words like “cool,” “cinematic,” or “artistic” don’t guide the model unless you explain what they mean visually. If you don’t say what the subject is doing, where it is, or how it should look, the image usually feels unfinished.

ImagineArt 1.5 also treats instructions more literally. If you mix several ideas, styles, or subjects in one prompt, it tries to include all of them, even when they don’t fit well together. This usually leads to crowded images or strange details competing for attention.

Start with fewer ideas

ImagineArt 1.5 Pro works best when each prompt focuses on one clear idea. In the first example, the prompt includes too many styles, moods, and visual effects at once, so the model doesn’t know what matters most. The result feels busy and unfocused because the subject, setting, and look are all competing. In the second example, the prompt describes only the main subject and a few specific visual details, which gives ImagineArt 1.5 Pro clearer direction and produces a more natural, detailed image.

The best ImagineArt 1.5 prompts separate information into clear parts: 

• First, describe the subject. 
• Then add the environment, such as where the subject is and what surrounds it. 
• After that, describe the style or look, like lighting, color, or mood. 

This order makes the prompt easier for the model to follow.

If you have a complex idea, it’s usually better to split it into more than one generation. Trying to force several concepts into one image usually leads to weaker results. Generate simple images first, then build on them.

A basic structure works well for most prompts: subject, framing, environment, style, and finish. What matters is that each detail has a clear role, and nothing is fighting for attention.

Use style references correctly 

Style references can help ImagineArt 1.5, but only when they’re used well. A single, clear style direction usually works better than a long list of visual influences. In the first example, the prompt lists many styles at once, so the model doesn’t know how to treat lighting, focus, or texture. The result feels undefined because nothing is clearly prioritized. In the second example, the prompt chooses one style and supports it with specific lighting and focus details, which makes the image feel more professionally designed.

• Named styles can be useful when they describe a clear look, such as a known lighting style, material, or time period. Prompting for “minimalist,” “vintage,” “futuristic,” and “hand-painted” doesn’t give the model a clear direction on what to prioritize.
• Anchor the look with concrete visual details. Describing the camera angle, lighting source, color palette, or surface texture gives the model something specific to work with.

If a style feels important, choose one main direction and reinforce it with visual cues. Fewer references with clearer meaning almost always lead to stronger images.

Control realism instead of asking for “photorealistic”

ImagineArt 1.5 Pro doesn’t respond well to broad words like “photorealistic” on their own. When a prompt uses that word without explanation, the model doesn’t know what kind of realism you want, so the result often feels generic or unfinished. In the stronger, second example, realism is described through clear visual details like lighting direction, camera angle, and surface texture, which gives the model specific instructions to follow and produces a more believable image.

• Guide realism with specific details, such as lens type, depth of field, and light source, all shape how real an image feels. Saying “natural window light from the side” or “soft background blur” gives clearer direction than just prompting for realism.
• Lighting is especially important. Flat lighting usually makes images look fake, while clear light direction adds depth and weight. Describing where the light comes from, above, behind, or from one side, helps the image feel more believable.
• Some realism problems might show up, such as faces looking too smooth, hands looking too stiff, or objects lacking texture. Fix these by prompting in material details like skin texture, fabric type, or surface finish.

Be precise with text and typography 

Text is one of the harder things for image models, but ImagineArt 1.5 does pretty well with text. It can handle short, clear text well, but it’ll struggle when the instructions are vague or overloaded.

• If you need text in an image, state exactly what the text should be. Write the words clearly, including capitalization and spacing if it matters. Don’t ask ImagineArt 1.5 to produce long sentences or paragraphs, as short phrases are much more likely to generate correctly.
• Describe what the text looks like. For example, bold sans-serif, all caps, high contrast, or centered at the bottom of the image. Placement matters as much as the font style.
• If the image is already complex, adding text without clear instructions usually leads to misspellings, misshapen letters, or unreadable layouts. Keeping the image simple makes room for the model to create correct text.

Tips on how and when to regenerate

With ImagineArt 1.5 Pro regenerating works best when you change only one thing at a time. If you rewrite the whole prompt for every new image, it becomes hard to understand what actually improved or broke the result. 

• If the subject looks right but the lighting feels off, change only the lighting.
• If the framing works but the background is distracting, adjust the environment and leave everything else as it is. This keeps the image stable and avoids visual drift.
• Once you have a subject description that works, keep it. That also applies to framing or style details that already look good. Treat these as fixed, and only adjust what needs improvement.
• Don’t rush to regenerate too quickly. If the image is close to what you need, it’s usually better to stop and move on instead of chasing a perfect result, as each regeneration increases the chance of introducing new problems.

For example, with this image: 

Prompt: “A sad-looking and neglected orange, green and purple children’s bouncy castle on a dilapidated front lawn, at dusk, sinister mood.”

Can be ruined by changing too much in one go:

Prompt: “Keep the same bouncy castle, change lighting to dramatic, change background to the Amazon rainforest, change colors to teal and orange, cinematic style, high contrast, artistic mood.”

The best way to do this is to change only one thing at a time. For example, the lighting: 

Prompt: “Keep the same bouncy castle and the same background, change lighting to soft golden hour light with warmer tones.”

In this image, the bouncy castle is a similar bouncy castle in a similar setting, with very different lighting. 

A good rule of regenerating with ImagineArt 1.5 is this: only regenerate when the core idea is wrong. If the image already communicates the right idea, small issues are usually faster to fix later than to try and prompt them away.

Get results with ImagineArt 1.5 Pro

ImagineArt 1.5 Pro works best when you are clear and intentional from the start. Simple prompts with a clear subject and clear structure lead to images that are easier to control. That means fewer regenerations, less model guessing, and getting a more final-ready result, faster. 

Using ImagineArt 1.5 in Artlist’s AI Toolkit allows you to play around with ideas, generate quickly, and build on your creation with other license-free assets, including music, footage, and voiceover. Put these tips into practice now with Artlist’s AI Toolkit. 

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