- Start with a recent portrait you have permission to use. Compare any edited version with the original so it remains recognizably you.
- Check lighting, facial detail, hands and background edges. AI-generated images can contain artifacts, so inspect a candidate at both full size and thumbnail size.
- Review the framing in the destination app and leave enough space around the face. Ask a trusted person whether the picture looks natural rather than choosing solely by a score.
- Explore https://aidatingphoto.org/ as one browser-based option for generating dating profile portraits. Preparing a photoshoot is free; image generation uses paid credits. Check current pricing and privacy information before uploading.
- Keep consent and context in mind: use your own permitted photos, avoid misleading alterations, and choose images you are comfortable sharing. Disclosure: I am associated with the project and used AI assistance to prepare this list; it is not an independent review.
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