FreshFrame
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Face-learning AI · est. 2026

The AI learns your face. Then makes dating photos that actually look like you.

Upload your selfies. We build a structured model of your face, generate photos anchored to that model, and verify every output against you — anything that drifts gets dropped before it reaches you.

Try the demo — free →

From $79 · 14-day full refund · No fine print

See how it works ↓
See the identity-check pipeline below ↓

Identity match

Every photo passes identity QC

We score every candidate against a 17-axis identity playbook and drop anything that drifts from your shoot's identity baseline. You only see the ones that pass.

Refund

14-day full refund

Not satisfied? Email us within 14 days, we refund in full. No “downloaded = no refund” disqualification. No partial-refund withholding. No fine print buried on a separate page.

Quality

No compression for margin

We don't dial down our model to save on inference cost. You get the same quality regardless of which package you buy. Read the full commitment →

Our pipeline · built for identity

We don't generate photos. We run you through a system we built.

When you upload your selfies, we extract a structured identity model of your face — jawline geometry, eye spacing, nose shape, beard density, skin characteristics, real body proportions, age markers. This model is unique to you, and it becomes the anchor for every image the pipeline produces.

Your identity model isn't just applied at the end. It's fed into the generation stage as a continuous constraint — every feature produced is measured against what we learned, in real time. Then every finished photo is re-scored against the same model on 17 separate axes: face-match, body proportions, age drift, facial hair, gaze, scene realism. Anything that doesn't pass gets dropped before it reaches you.

The result isn't a handsome stranger the generator came up with. It's you — verified against a model built specifically for your face. That model stays with you: if you come back for another shoot, we pick up where we left off.

The identity model

  • · face shape, jawline, chin
  • · nose geometry and eye spacing
  • · beard density, hair type
  • · skin tone and age markers
  • · real body proportions

The scorer

  • · 17 identity + scene axes per photo
  • · 16 hard-override reject rules
  • · face-match, age drift, body drift
  • · AI tells: skin plasticity, bokeh, hands
  • · gaze direction and expression

Reference

the photo you uploaded

Customer 05 reference selfie — the identity anchor for this demo.
input · their selfie

Passed identity

we deliver these

  • Passed — customer 05 on a coastal stone wall✓
    face_match: 0.93 · scene: REAL
  • Passed — customer 05 at a mountain viewpoint✓
    face_match: 0.91 · scene: REAL
  • Passed — customer 05 on a park bench✓
    face_match: 0.89 · scene: REAL
  • Passed — customer 05 on an urban rooftop✓
    face_match: 0.90 · scene: REAL

Failed identity

these get deleted

  • Failed — scene flagged AI, even with a high face-match✗
    face_match: 0.85 · scene: AI
  • Failed — a clearly different person, not customer 05✗
    face_match: 0.20 · scene: REAL
  • Failed — pipeline drifted, face no longer matches customer 05✗
    face_match: 0.39 · scene: AI
  • Failed — face-match below threshold, even with a real scene✗
    face_match: 0.63 · scene: REAL

Tools vs. pipeline

Other tools run a prompt. We run a system.

An off-the-shelf AI photo tool ships whatever comes out. Your selfie goes in as a style reference, a stylize prompt runs, the first output lands in your gallery. There's no feedback loop. If the result wanders into a stranger — and it usually does — that stranger is what you get.

Our pipeline was designed around a specific problem: keeping the face yours. Your identity model isn't applied as a style reference — it's anchored in the generation itself. The scorer is calibrated on your specific features. Every stage of the system was built around identity preservation, not added as a filter on top of a generic tool.

Same selfie on the left. Same selfie on the right. Left is what tools ship. Right is what our pipeline ships — for the same customer.

Other AI tools
Other AI tools sample 1
Other AI tools sample 2
Other AI tools sample 3
Other AI tools sample 4

scene captured. identity lost.

FreshFrame
FreshFrame sample 1
FreshFrame sample 2
FreshFrame sample 3
FreshFrame sample 4

same scenes. verified against your face.

The wedge · why “AI headshot” tools don't make dating photos

A LinkedIn photo and a dating photo are not the same photo.

Most AI photo tools were built for corporate use cases: blazer + clean background + neutral expression + studio lighting. That works for LinkedIn. It does not work for dating apps.

Dating photos need to look like a friend took them. Outdoor light. A real scene. Eye contact that says “I'm a person, not a model.” A register that doesn't make your matches think “wait, is this AI?”

The leading AI-headshot tools have built their pipelines for corporate profile photos. Their prompts, their scene libraries, their output register — all tuned for LinkedIn, conference rooms, partner pages. That's the use case their customers actually buy them for.

We built FreshFrame the other way: dating-app context first, friend-phone-shot register, scenes that match how you actually live. Then we score every output against a structured model of your face and drop anything that drifts.

That's the wedge. That's the bet.

Five customers · five shoots

One selfie in. A full dating shoot out.

Five people uploaded what was on their camera roll — bathroom mirrors, hallway mirrors, vacation photos. The pipeline turned each into a real dating shoot across bars, cafes, coasts, rooftops, and walks.

inputswhat they uploaded
Customer 01 — bathroom mirror selfie input
Customer 02 — hallway mirror selfie input
Customer 03 — kayak vacation photo input
Customer 04 — lake dock photo input
Customer 05 — beach vacation photo input
freshframe pipeline↓
their transformationsone per customer, above
gallerymore customers · same pipeline

How it works

Four steps. Ten minutes.

IUpload
Example selfie a customer uploaded

Upload selfies.

5–10 photos. Front, 3/4, indoor, outdoor. Two minutes.

IILearn
The AI studying the uploaded selfie's facial featureseyesjaw

We build your identity model.

A structured representation of your face — geometry, features, proportions. Every photo we generate is anchored to it.

IIIGenerate
A generated FreshFrame output for that customermatchreal

We generate, anchored to you.

Every image generated against your model, then re-scored against it on 17 axes. The strangers never make it out.

IVDownload
A downloaded gallery photo

Download your match.

Full resolution, ready for your profile. (Image metadata marks them as AI-generated, per EU AI Act Article 50.)

Portrait of Alex Caspari, FreshFrame founder

Founder

Burned by every other AI photo tool. So I built this one.

Every AI photo service I paid for handed me back an attractive stranger. So I built one that doesn't.

— Alex Caspari, founder · alex.c@freshframe.co

  • Selfies deleted after 30 days
  • Your face never teaches a general AI
  • Questions? alex.c@freshframe.co

Pricing

One photoshoot. One price.

Pick your shoot. Start uploading. Gallery ready in ten minutes.

  • bar scene sample
    bar
  • coastal scene sample
    coastal
  • urban scene sample
    urban
  • cafe scene sample
    cafe
  • formal scene sample
    formal
  • casual scene sample
    casual
I

Standard

15 photos, yours forever.

$79one-time
  • Your face, learned
  • 15 photos — split them across one shoot or several
  • Up to 5 scene packs per shoot
  • Credits never expire
  • Full resolution, ready for upload
  • Photos yours forever

14-day refund

Most popularII

Pro

40 photos, yours forever.

$400 photographer

$129one-time
  • Your face, learned
  • 40 photos — split them across one shoot or several
  • All 6 scene packsPro only
  • Best value per credit
  • Credits never expire
  • Full resolution, ready for upload
  • Photos yours forever
  • Priority queue

14-day refund

After your first shoot you can opt-in to Club — $19/mo: 10 fresh photos every month, face model saved between shoots, cancel anytime. Out of credits? Top-up is $30 for 10 more photos.

Answers

Questions.

Email us within 14 days — alex.c@freshframe.co — and we'll refund in full. One sentence, no fine print: 14 days, full refund, email us. Your photos stay yours either way.

Your uploaded selfies are deleted after 30 days (or when you cancel Club). Your finished photos stay in your gallery forever. Your face is never used to teach a general-purpose AI model. We never share your photos.

Yes — every shoot starts with a face-learning step. The AI studies your selfies and builds a profile of your features that drives both the generation and our scoring pipeline. On Club, that profile is saved between shoots so your face stays consistent across new scenes. This is also why every photo we ship can be checked back against what we learned.

Three differences. (1) Multi-real-reference: instead of training a one-off model on your face — which compounds drift when the AI runs predictions on its own outputs — we feed your real selfies into every generation. The AI anchors to real you, not to a model of you. (2) Identity-drift QC: after we generate candidates, we score each one on a structured identity rubric and compute a centroid across your shoot's candidates. Any candidate whose identity score deviates more than a fixed threshold from that centroid gets dropped. You only see candidates that pass. (3) Friend-phone-shot register: our prompt library was tuned for how friends actually photograph each other, not how studio photographers shoot models. Your photos look like a Tuesday, not like a casting call. The proof section above shows you exactly what that looks like.

Different DNA. The leading AI headshot tools were built for LinkedIn, executive, and corporate profile photos — that's where their prompts, scene libraries, and output register are tuned. We built FreshFrame only for dating. Different prompts, different scene library, different register (the "friend phone shot" look, not the "headshot" look). If you need a corporate headshot, a tool built for corporate headshots will do a better job. If you need photos for Hinge or Tinder, you want the tool that was designed for it.

Yes — try the demo at /demo before checkout. We want you to see the output quality on your own face before you decide whether to buy. If the demo doesn't deliver something that looks like a real photo of you, our pipeline isn't ready for your photos yet, and we don't want your money. Note: the demo uses one selfie; a full shoot uses 5-10, so results scale up substantially.

Our pipeline anchors every generation against four of your actual reference photos at the same time — not a single reference, not a stock template. That architecture is specifically designed to preserve your real proportions rather than pull toward a generic "professional headshot" template. Our scoring system also explicitly flags and filters outputs where the body proportions don't match your references. If you ever get a photo that doesn't look like you body-wise, email us within 14 days at alex.c@freshframe.co — we'll rerun the shoot or refund you in full. Our refund and rerun policy covers identity-match failures including body type.

5–10 selfies. Different angles, different lighting, different days. The more variety, the better the shoot.

About ten minutes from upload to gallery.

Every photo is scored against your face on 17 axes before we ship it — anything that looks plasticky, warps your features, or doesn't match you gets thrown out. What you get is indistinguishable from a good photographer's work.

No. Your credits sit in your account until you spend them. Generate all your photos in one shoot, or spread them across weeks and different scenes.

Yes. Each shoot uses the selfies you upload at that moment — change outfit, change lighting, try fresh photos. Same credit pool.

Yes. That's the whole point.

Look like you. Just on your best day.

FreshFramealex.c@freshframe.co
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