AI headshots that don't look like you: what to check before you pay twice

It is the most common story in AI headshots, and it is not a cheap one. Someone pays for a pack of professional portraits, waits for the gallery, opens it — and the person in the photos is a stranger. The hair is wrong. The eyes are wrong. The skin has been smoothed into someone else entirely. The portraits are polished, well-lit, and completely unusable, because a headshot of a person who is not you is worth nothing at any quality.

If that already happened to you, the natural move is to try a second service. Before you pay twice, it is worth knowing why the face came back wrong the first time — and which checks separate a service that has an answer for this problem from one that will repeat it with your money.

Why the face comes back wrong

Three causes explain most likeness misses, and none of them is bad luck.

• The input photo was too weak to hold a face. A small, filtered, angled, or poorly lit selfie gives the model very little of you to work with. Generators fill gaps by inventing features — and invented features belong to a stranger. One clear photo beats ten casual ones; our guide to taking a selfie for a headshot covers what a usable input looks like.
• The style did some of the damage. Heavy beautification is a default in many generators: skin retouched, jaw reshaped, age quietly removed. Each edit is small; together they walk the face away from yours.
• Nobody checked the likeness before the money moved. If the first time you see your face is after payment, the service has designed its funnel so that its failure becomes your discovery. That is a process choice, not a technology limit.

Check 1: judge the free previews for likeness, not polish

A trustworthy service lets you see your own face in its output before you pay, and the preview is the moment to be strict. Do not ask "is this a good portrait?" Ask "would my coworkers recognize me in this photo?" Check the hairline, the eyes, the shape of the face, the skin texture. Polish is easy for AI; likeness is the hard part, and it is the part you are paying for. If a service shows only other people's samples and no preview of you, you are being asked to buy the same surprise twice. Moonroom gives every visitor 3 free watermarked previews for exactly this judgment — the watermark comes off when a pack is bought, but the face you judge is the face the pack is built from.

Check 2: read the input rules

Services that accept any photo — sunglasses, group shots, screenshots of photos — are telling you something: their standard for input is low, and low input standards are where stranger faces come from. A service that states plainly what a usable photo is (one person, front-facing, good light, face unobstructed) is protecting the output. Strict input rules feel like friction; they are actually the first quality gate, and they cost you nothing.

Check 3: find the remedy in writing, before you pay

Even a good service will miss sometimes — likeness is genuinely hard. What separates services is what happens next, and the time to learn it is before payment, in the service's own published words. Look for three things: the remedy itself (a regeneration or re-delivery of the pack, not a coupon toward buying again), the window (how many days you have to claim it), and the claim path (an email address and what to send). If the remedy lives only in a support chat after the fact, it does not exist. At Moonroom the remedy sits on the pricing card itself: if a paid pack's likeness misses, email us from your checkout email within 30 days and we regenerate the whole pack free. It is stated before you pay because that is when it protects you.

Check 4: read the billing shape, not the headline price

The second most common complaint in this category is not about faces at all — it is about billing. A small headline price turns out to be a weekly subscription: the portraits cost a few dollars, and then the charges keep arriving for a service the buyer thought they had bought once. Before paying anyone, find the answer to one question in writing: is this a one-time payment or a recurring one? Moonroom's packs are one-time — Headshot Pack $49, Product Studio $39, Theme Pack $29, no subscription, nothing weekly, ever. The price on the card is the whole price.

Check 5: know what you own

Two ownership questions matter. First, are paid portraits delivered clean — watermark-free, full resolution, downloadable — or does the service keep the usable files behind another paywall? Second, what rights come with them: can you use them on LinkedIn, a company site, a book jacket? Moonroom's answer: you own the portraits you unlock, with full commercial rights, and purchased portraits stay in your gallery. One honest caveat that applies to every AI generator, including this one: because the images are AI-generated, no service can promise an output is unique to you or registrable as a trademark — any service that does promise that is telling you something about its honesty, too.

The short version

• Judge a free preview of your own face for likeness before any payment.
• Prefer services with strict, stated input rules.
• Require the remedy in writing — regeneration, a window, a claim path — before you pay.
• Confirm the billing is one-time, in writing, not a weekly plan in disguise.
• Confirm you own clean, downloadable portraits with commercial rights.

Run those five checks and the second purchase is a decision instead of a repeat. Our comparison of AI headshot generators scores the main options on uploads, price, and what you own, and the LinkedIn headshot guide covers what the finished photo needs to do once the face is right.

More guides: LinkedIn headshot from one selfie · AI headshot generators compared · What makes a good LinkedIn headshot · AI headshots vs a photographer · AI product photos for sellers · How to take a selfie for a headshot