AI-Powered Face Rater with Persona Feedback
Nanorater is a face rater with personality — like having a group chat of friends who will rate your look on demand. If you’ve ever asked “am I pretty” (or “am I pretty or ugly?”), Nanorater gives you a direct answer plus specific, actionable fixes.
Choose a preset
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Output
Your annotated result will appear here
What is Nanorater?
Nanorater is a selfie-first face rater: upload a photo, choose a persona, and get a score plus an annotated image with concrete fixes. It’s not about “perfect.” It’s about answering the question behind every “am I pretty” / “am I pretty or ugly?” moment — with feedback you can actually use. If you want a face rater that explains *why*, Nanorater is built for that.
Personas make it feel human
Pick the vibe you want: “Chinese auntie” who notices everything, “mean valley girl” who doesn’t hold back, “straight-shooting bro” who tells it like it is, or a supportive best friend. Different personas focus on different details and use different language — like a group chat of friends who can rate your look on demand.
Annotated feedback, not generic tips
Nanorater points to what’s happening in your photo (expression, lighting, framing, grooming, outfit) and explains how it reads. You get clear, actionable fixes you can apply in 2 minutes — not vague advice like “smile more.”
Built for iteration
Most people take 10–30 photos before they post. Nanorater helps you iterate faster: try a different angle, swap a jacket, step closer to a window, relax your jaw — re-rate and watch the score move. It turns “I’m not sure” into a loop you can improve.
Two outputs: image + coaching
Every run can return an annotated image (so you can see what the persona is reacting to) and optional coaching text. If you want deeper suggestions, we can route through GPT to generate a personalized upgrade plan: outfit tweaks, pose ideas, lighting setups, and photo composition that match your goals.
How it works (in 60 seconds)
No prompts. No “rate me” awkwardness. Nanorater is a face rater you’ll actually repeat — a simple outfit rating / appearance rating loop:
Upload a selfie
Drop in a photo (front camera, mirror selfie, outfit check). Nanorater works best on unedited images so the face rater / appearance rating matches what people actually see.
Choose a persona
Pick the voice you want today: kind, chaotic, brutally honest, fashion-obsessed, or culturally specific. The persona changes tone and what it prioritizes — like switching which friend you ask for advice. Nanorater makes the face rater feedback feel human.
Get a score + fixes
You’ll get an annotated image and a breakdown: what’s working, what’s distracting, and what to change. Want deeper coaching? Generate a step-by-step plan (lighting, pose, outfit, grooming) tailored to your goal — a face rater result that answers “am I pretty” with receipts.
Iterate and improve
Try one change and re-rate in Nanorater. It’s addictive in a good way: you can see what moves the face rater score, learn your best angles, and build repeatable “rules” for photos that consistently look good.
What you get in every rating
Nanorater is built for consumer speed: upload, get your face rater result (outfit rating / appearance rating), and retake a better photo — all in the time it takes to make a coffee. It’s a face rater designed for iteration, not vibes.
Persona presets (fun + useful)
Choose from 37 personas (fashion editor, Chinese auntie, straight-shooting bro, Gen Z critic, supportive bestie). Each persona changes what gets judged and how the feedback is phrased — so you can get the kind of face rater advice you’d actually ask for. Nanorater makes the face rater experience feel personal.
Annotated image output
You don’t just get text. You get a marked-up image so you can see what the persona is reacting to — expression, styling choices, framing, and small details you might miss. Nanorater turns face rater feedback into something you can literally see.
Actionable coaching (optional GPT)
If you want more than a score, turn on coaching: a short, prioritized plan to improve your next shot (lighting, pose, outfit palette, grooming). It’s how Nanorater answers “am I pretty” with concrete next steps.
Simple credits, made for real usage
Each rating is 1 credit. Plans bundle credits so you can run quick checks whenever you need them — like having a patient friend group on call before you post.
Privacy-first by default
Your photos are used to generate your result — not to train a public model. You stay in control and can delete your data.
Global-ready experience
Fast from anywhere. Nanorater is designed to run reliably at scale, so you can get results quickly whether you’re posting from NYC, Singapore, or São Paulo.
Small changes. Big difference.
Nanorater is built for the moment right before you post: fast feedback, clear fixes, and a vibe you can choose. If you want a face rater that answers “am I pretty” with reasons, Nanorater is that loop.
1 photo to get started
to get started
Many personas one you’ll actually listen to
one you’ll actually listen to
1 credit per rating (easy to budget)
per rating (easy to budget)
37+ Personas to choose from
From supportive besties to brutal critics, pick the exact vibe you need to rate your photo.
Chinese auntie
Mean valley girl
Straight-shooting bro
Supportive bestie
Fashion editor
Photographer
Gen Z critic
Minimalist designer
Strict parent
Sigma coach
Main character
NPC detector
Gigachad friend
Chinese auntie
Mean valley girl
Straight-shooting bro
Supportive bestie
Fashion editor
Photographer
Gen Z critic
Minimalist designer
Strict parent
Sigma coach
Main character
NPC detector
Gigachad friend
Chinese auntie
Mean valley girl
Straight-shooting bro
Supportive bestie
Fashion editor
Photographer
Gen Z critic
Minimalist designer
Strict parent
Sigma coach
Main character
NPC detector
Gigachad friend
Chinese auntie
Mean valley girl
Straight-shooting bro
Supportive bestie
Fashion editor
Photographer
Gen Z critic
Minimalist designer
Strict parent
Sigma coach
Main character
NPC detector
Gigachad friend
Rizz coach
Girl math
Influencer manager
Comment section
Reddit mod
Twitch chat
Cinematographer
Fashion police
Glow-up bestie
Therapist friend
QC bot
Japanese salaryman
Tokyo gyaru
Rizz coach
Girl math
Influencer manager
Comment section
Reddit mod
Twitch chat
Cinematographer
Fashion police
Glow-up bestie
Therapist friend
QC bot
Japanese salaryman
Tokyo gyaru
Rizz coach
Girl math
Influencer manager
Comment section
Reddit mod
Twitch chat
Cinematographer
Fashion police
Glow-up bestie
Therapist friend
QC bot
Japanese salaryman
Tokyo gyaru
Rizz coach
Girl math
Influencer manager
Comment section
Reddit mod
Twitch chat
Cinematographer
Fashion police
Glow-up bestie
Therapist friend
QC bot
Japanese salaryman
Tokyo gyaru
K-pop stan
SE Asia foodie
Middle East uncle
Desi auntie
Naija uncle
LatAm party girl
East Europe model scout
Balkan gym bro
Drag queen friend
Trans big sis
Devout Muslim auntie
Catholic grandma
K-pop stan
SE Asia foodie
Middle East uncle
Desi auntie
Naija uncle
LatAm party girl
East Europe model scout
Balkan gym bro
Drag queen friend
Trans big sis
Devout Muslim auntie
Catholic grandma
K-pop stan
SE Asia foodie
Middle East uncle
Desi auntie
Naija uncle
LatAm party girl
East Europe model scout
Balkan gym bro
Drag queen friend
Trans big sis
Devout Muslim auntie
Catholic grandma
K-pop stan
SE Asia foodie
Middle East uncle
Desi auntie
Naija uncle
LatAm party girl
East Europe model scout
Balkan gym bro
Drag queen friend
Trans big sis
Devout Muslim auntie
Catholic grandma
FAQ
Short answers up front. If you want more details, we’ll keep adding examples, personas, and best-practice guides.
Nanorater: the face rater you’ll actually use
Upload one photo and get a real face rater result (outfit rating / appearance rating) — with fixes that make the next photo obviously better. If “am I pretty” is in your head (or “am I pretty or ugly?”), Nanorater turns it into a clear face rater rating plus a repeatable upgrade loop.