Nanorater

Nanorater is an AI-powered face rater that provides personalized aesthetics scores and actionable, visual feedback via a library of over 37 personas.

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 runs on the web, powered by Nano Banana Pro, and is designed to answer the question behind every “am I pretty” moment with measurable improvement suggestions.

Key Features

• Persona-based feedback — Choose from 37+ personas (e.g., Chinese auntie, fashion editor, supportive bestie, mean valley girl), each with a distinct tone (Warm, Positive, Negative, Hostile) and focus (e.g., expression, lighting, framing, grooming, outfit).
• Annotated image output — Receive your photo back with hand-drawn notes, stickers, and arrows highlighting what the persona is reacting to (e.g., “LIGHTING IS FIRE!”, “KILLER GAZE!”, “POSE!”).
• Actionable coaching — Optionally generate a short, prioritized GPT-powered plan with specific fixes for lighting, pose, outfit, and grooming.
• Privacy-first — Uploaded photos are used only to generate your result; they are not used to train a public model, and you can delete your data at any time.
• Global-ready — Designed to run reliably from anywhere (NYC, Singapore, São Paulo) with fast inference.
• Simple credits — Each rating costs 1 credit; plans bundle credits for repeated use.

Who is it for?

• Social media users — Rate profile photos for Instagram, TikTok, or Facebook before posting to ensure a strong first impression.
• Content creators — Iterate on outfit shots, selfies, and headshots to maintain a consistent, polished aesthetic across platforms.
• Dating app users — Get feedback on attraction, approachability, and effort in dating profile photos (see dating photo rater).
• Professionals — Optimize LinkedIn headshots and interview-day photos for trustworthiness and polish.

What can you do with it?

• Rate your face — Upload a selfie, pick a persona (e.g., “Straight-shooting bro”), and get a score plus specific fixes for expression, lighting, and framing.
• Rate your outfit — Use the outfit rater to get feedback on fit, proportions, and style with 3 quick tweaks.
• Rate your profile photo — The Instagram profile photo rater checks crop, contrast, lighting, and background for small-circle recognizability.
• Take the AI attractiveness test — The AI attractiveness test gives a direct score plus a breakdown for “am I pretty” queries.

FAQ

Is Nanorater only for roasting?

No. You choose the persona’s tone — from Supportive bestie (gentle) to Mean valley girl (brutal) — so feedback can be kind, blunt, or anything in between.

Is the rating objective?

Ratings are persona-dependent; each persona has its own criteria (e.g., Chinese auntie focuses on grooming and face framing, while Photographer critiques composition). This gives varied perspectives rather than a single “objective” score.

Can I delete my uploads and results?

Yes. Privacy is built in: you can delete your data at any time, and photos are not used for model training.