When the first result is not useful
Fix the stage that failed before generating more makeup looks.
An unclear preview usually points to the source, the request, the comparison, or the translation into reality. Use the symptom to choose the smallest correction instead of restarting everything.
Color feels unreliableNeutralize the light and screen conditions.
Return to a portrait without a strong color cast. Keep device brightness and room light consistent, compare broad warm, cool, muted, vivid, light, and deep relationships, then verify real shade with a swatch.
Placement is hard to readUse a straighter, unobstructed portrait.
Keep the camera close to eye level with both eyes, brows, cheeks, and the full lip visible. Remove glare, hair, hard shadows, and a dramatic head tilt that can change apparent symmetry or direction.
Too much changedRepeat only the category that matters.
If the generated skin, lashes, brows, light, or facial detail distracts from the decision, isolate the requested lip, cheek, eye, complexion, or finish. Keep the useful palette or shape and discard unrelated invention.
Every option feels similarIncrease contrast between the tests.
Compare a warmer and cooler family, central and lifted placement, diffused and defined edge, satin and matte finish, or wearable and expressive intensity. Tiny variations create volume without creating information.
The result looks too polishedSeparate the makeup idea from retouching.
Judge the focal point and makeup relationships at normal viewing size. Do not add generated smoothness, perfect symmetry, invented lashes, or studio lighting to the real brief unless they represent an intentional technique choice.
The real look behaves differentlyUpdate the plan with product evidence.
Record opacity, undertone, oxidation, texture, transfer, flash, comfort, and wear. Adjust preparation, tool, layer order, placement, or intensity, then keep that real observation beside the saved MaqAI direction.
Regenerate whenThe requested feature cannot be evaluated.
Choose a clearer source or a smaller request when the lip, eye, cheek, complexion, or finish is obscured, several unrelated details dominate, or an artifact changes the exact area you are trying to judge. Preserve the original question and change only the condition that prevented an answer.
Move to reality whenThe direction is clear and only product behavior remains uncertain.
Once you can describe the preferred family, placement, edge, intensity, and finish, another render adds less value than a swatch or practice session. Test the relevant formula, lighting, camera, wear duration, and application, then add the observation to your saved direction.