Use a plain, uncluttered background for best results.

Be yourself and speak naturally - no need to pose or act.

Record for at least 25 seconds for accurate analysis.

Remove any face coverings for accurate facial analysis.

Avoid beauty filters or AR effects that alter your face.

Keep your head relatively still - natural movement is fine.

Ensure good lighting so your face is clearly visible.