Are AI headshots obvious?

12 November 2026 · 6 min read · PhotoBoost AI

Short answer: in our experience the good ones are not obvious at the sizes headshots are actually used, and the bad ones are extremely obvious.

That is a less satisfying answer than "nobody can tell", which is why most articles selling these tools give you the satisfying one. Here is the more useful breakdown: what makes a generation read as a real photograph, and what gives it away.

Where they hold up

Headshots are used at small sizes. A LinkedIn profile photo is displayed cropped to a circle roughly the size of a thumbnail, and a team page shows a grid of faces at similar scale.

At those sizes, what makes a portrait convincing is lighting, skin texture, eye sharpness and a plausible background — the things modern image models are genuinely good at. PhotoBoost runs on nano-banana, which holds up well on all four.

Our own view is that the output of a good run looks like a photograph at the sizes a headshot is used. We are the vendor, so discount that accordingly — but it is what the output looks like.

Where they break down

The tells are less about uncanny skin and more about specifics:

• Hands, if any are visible. Our prompt asks for a head-and-shoulders portrait, so hands rarely appear — but framing is decided by the model per image, so check rather than assume.
• Text and signage in a background. A blurred bookshelf is fine; a legible sign is usually not.
• Jewellery and glasses, where fine structure can merge or bend.
• Hair edges against a bright background, where individual strands can look painted.
• Likeness drift — the generated face is a plausible person who resembles you, which is not the same as being you.

The asymmetry nobody mentions

A good generation is hard to spot. A bad one is impossible to miss, and one bad photo in a set of twelve is what people remember.

That is why it is worth looking at a full set rather than a single hero image before you pay — the free trial shows you all 12 watermarked photos, which is the honest way to judge it.

People who know you are a different test

A stranger looking at a thumbnail is a much lower bar than a colleague who sees you every day. If someone who knows your face well looks closely and finds something wrong, they will notice.

For most uses — LinkedIn, company pages, CVs, conference bios — the audience is strangers forming a first impression. That is the context where this works well.

Practical checks before you use one

• Look at the image at the size it will actually be displayed, not full screen.
• Check eyes and teeth for sharpness.
• Check any jewellery or glasses against what you actually wear.
• Ask yourself honestly whether it looks like you, not whether it looks like a good photo.

If it fails, try a run with clearer, better-lit selfies — the input quality matters more than anything else.

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