How to Improve AI-Generated Images: 8 Tips for More Detailed & Original Results

1. Replace Broad Ideas With Visible Details

A vague prompt leaves too many creative decisions up to the AI model. The result might look polished, but it can easily end up looking like thousands of other AI-generated images. If you want to create distinctive images with AI, be specific about the elements you want to include, such as:

A compact bedroom with white plaster walls, a low walnut bed, linen bedding, and a narrow window facing an apartment courtyard. Use soft overcast daylight and photograph the room from the doorway.

This prompt defines the room size, materials, furniture, light, view, and camera position. Every detail affects the result.

Pollo AI gives you access to different image models, so you can compare how each one interprets the same brief. Keep the prompt unchanged during the first comparison. This helps you identify which model handles your subject and preferred style most effectively.

2. Use a Reference Image to Control the Direction

Text can explain an idea, but a reference image communicates shape, composition, color, and style immediately. Use one when you need to preserve a product design, character, room layout, or visual identity.

An image to image generator can transform an existing picture while retaining important parts of the source. You might turn a rough product photo into a studio scene, restyle a room concept, or create new versions of an illustration.

State what should remain unchanged and what the model may alter:

Keep the bottle shape, cap, and label position. Replace the background with a bright bathroom counter and add soft daylight from the left.

Clear limits reduce unwanted changes and make the output easier to use.

3. Define the Composition Before the Style

Style words cannot fix a weak composition. Decide where the subject should appear, how much space it should occupy, and what the viewer should notice first.

For a website banner, place the subject on one side and reserve open space for copy. For a product listing, use a clear front view and keep distractions away from the item. For a portrait, specify whether you need a close-up, waist-up shot, or full-body view.

A practical prompt might say:

Place the model in the right third of a wide frame. Show her from the waist up and leave the left half uncluttered for headline text.

This instruction gives the image a purpose. It also prevents time-consuming cropping and layout repair later.

4. Explain How Materials Respond to Light

Material descriptions add detail because they tell the model how surfaces should behave. Glass, polished metal, matte plastic, leather, and cotton should reflect or absorb light differently.

Instead of requesting “a luxury perfume bottle,” write:

A transparent rectangular perfume bottle with thick glass edges, pale amber liquid, and a brushed brass cap on dark green marble.

The second prompt provides information about transparency, thickness, color, finish, and surface. These details help the product feel physical.

Define the light source as well. “Soft daylight from a large window on the left” gives the model a clearer direction than “cinematic lighting.” Check whether the highlights and shadows follow that direction in the final image.

5. Add Specific Imperfections

Perfect surfaces often make AI images feel synthetic. Real objects and people contain small variations that reveal texture, age, and use.

For portraits, request visible skin texture, loose hair, natural posture, or a relaxed expression. For interiors, add slight wrinkles in fabric, wear on wooden surfaces, or uneven stacks of books. Food can include crumbs, melting edges, and irregular placement.

Use imperfections that make sense for the scene. A product catalog image may need a spotless item, while its lifestyle version can include fingerprints, water drops, or signs of use. Random damage will not create realism if it conflicts with the purpose of the image.

6. Remove Generic Style Language

Terms such as “stunning,” “masterpiece,” and “highly detailed” provide little practical direction. Replace them with choices the viewer can see.

Specify a photographic approach, illustration method, period, or production technique:

• • Editorial product photography with hard side light
• • Documentary street photography at eye level
• • Colored-pencil illustration on textured paper
• • Flat screen-print design using four colors
• • Clay stop-motion style with visible fingerprints

These descriptions guide the model toward a distinct visual process. You can also combine a medium with a controlled color palette and composition to develop an original look without copying a named artist.

7. Refine One Problem at a Time

When the first result is close, rewriting the entire prompt can introduce new errors. Identify the weakest part and change only the instruction related to it.

If the composition works but the light feels flat, keep every other detail and revise the lighting. If the product is accurate but the background is busy, simplify the setting. If a portrait feels stiff, adjust the pose and expression while preserving the camera angle and environment.

Generate a few controlled variations after each change. This makes the effect of the revision easy to judge and helps you build a prompt that can produce reliable results again.

8. Inspect Details at Full Size

A small preview can hide distorted hands, broken reflections, repeated objects, and unreadable text. Open the image at full resolution before choosing a final version.

Check faces, fingers, object edges, shadows, patterns, architecture, labels, and contact points. Confirm that feet meet the ground, products sit firmly on surfaces, and reflected objects match the scene. For commercial work, compare product colors and proportions with an approved reference.

Select the version with the fewest structural errors. Minor color or background issues are usually easier to correct than broken anatomy, perspective, or product geometry.