Public sources read 2026-11-04

ChatGPT Face Rating Prompt: guide, prompts and alternatives

Use a face-rating prompt as a subjective photo-presentation review: lighting, framing and grooming. OpenAI documents image upload and editing, but the source does not establish an official face-rating feature or a scientific beauty score.

This is Nano AI, not ChatGPT. The form runs Nano Banana 2.1 for 8 credits per 1K image. It creates a visual concept, not a text rating report, and does not send prompts to an OpenAI or ChatGPT account.

Best for: Newest Google model for generation and multi-image edits
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64 free credits = 8 standard images. No card required.

Output board

Nano Banana 2.1 AI generated example
Nano Banana 2.1 AI image example

Your generated variations will appear here.

Made by
OpenAI / prompt guide
Run on Nano AI
Nano Banana 2.1 · 8 credits per image
Page updated
November 4, 2026

Source: help.openai.com

Official sample material

Official material downloaded and reviewed on 2026-11-04. Original labels retained. These are published illustrations, interface images or video posters, not Nano AI outputs or our generation tests. Each image links to its source.

Fotor hairstyle demonstration: Fotor “Slick Back” public hairstyle example, used only to illustrate styling and framing. It is not a face-rating report, ChatGPT result or Nano AI output.
Fotor hairstyle demonstration · From the official showcaseFotor “Slick Back” public hairstyle example, used only to illustrate styling and framing. It is not a face-rating report, ChatGPT result or Nano AI output.Source

ChatGPT Face Rating Prompt: Compare the workflow

Use a face-rating prompt as a subjective photo-presentation review: lighting, framing and grooming. OpenAI documents image upload and editing, but the source does not establish an official face-rating feature or a scientific beauty score.

Text-only prompt to copy into your chosen chat: “Review this authorized adult selfie as a portrait. Give subjective 1–5 scores for lighting, framing and grooming, explain uncertainty, and suggest three practical changes. Do not rate personal worth, infer traits or recommend procedures.” The generator buttons below create visual reference sheets instead.

Scope and limits

Official product
ChatGPT Face Rating Prompt
Generator here
Nano Banana 2.1
What this form does
This is Nano AI, not ChatGPT. The form runs Nano Banana 2.1 for 8 credits per 1K image. It creates a visual concept, not a text rating report, and does not send prompts to an OpenAI or ChatGPT account.

Before you generate

01

Official product

Use a face-rating prompt as a subjective photo-presentation review: lighting, framing and grooming. OpenAI documents image upload and editing, but the source does not establish an official face-rating feature or a scientific beauty score.

02

Generator here

This is Nano AI, not ChatGPT. The form runs Nano Banana 2.1 for 8 credits per 1K image. It creates a visual concept, not a text rating report, and does not send prompts to an OpenAI or ChatGPT account.

03

Detail

Text-only prompt to copy into your chosen chat: “Review this authorized adult selfie as a portrait. Give subjective 1–5 scores for lighting, framing and grooming, explain uncertainty, and suggest three practical changes. Do not rate personal worth, infer traits or recommend procedures.” The generator buttons below create visual reference sheets instead.

Compare the workflow

Public sources read 2026-11-04

Official productGenerator here
SubjectChatGPT Face Rating PromptNano Banana 2.1
OutputUse a face-rating prompt as a subjective photo-presentation review: lighting, framing and grooming. OpenAI documents image upload and editing, but the source does not establish an official face-rating feature or a scientific beauty score.This is Nano AI, not ChatGPT. The form runs Nano Banana 2.1 for 8 credits per 1K image. It creates a visual concept, not a text rating report, and does not send prompts to an OpenAI or ChatGPT account.
CostOpen the source link beside the facts for the publisher’s own interface and documentation.8 / 1K

Try a new asset in three steps

  1. 1

    Choose a prompt

    Choose a suggestion below, or describe your own scene. For a photo edit, upload only an image you have permission to use.

  2. 2

    Check model and credits

    Keep the preset model selected and check the price shown before submitting.

  3. 3

    Generate and review

    Sign in, generate a new asset, then inspect the result before downloading. These previews are illustrative.

Original prompts to try

These buttons fill the Nano AI generator. They do not send a prompt to another product.

  • Starting point

    Create a portrait lighting study sheet using a clearly fictional faceless clay mannequin bust: soft window light and harsh overhead light side by side. Label LIGHTING only. No real people, no beauty score, no logos.

  • Variation

    Create a visual framing guide with a fictional featureless wooden mannequin head, three portrait crops side by side, neutral background, consistent light. No real people, no attractiveness scores, no logos.

  • Composition

    Create a grooming style moodboard using an abstract faceless mannequin bust with a neat collar, tidy hair silhouette and soft studio lighting. No identifiable person, no scoring, no logos.

  • Detail

    Create a four-panel portrait composition worksheet using the same geometric faceless head: camera at eye level, camera low, side light, diffuse light. Minimal labels, no real people, no beauty score.

FAQ

ChatGPT Face Rating Prompt · Questions and answers

Public sources read 2026-11-04

Is this the official product?

This is Nano AI, not ChatGPT. The form runs Nano Banana 2.1 for 8 credits per 1K image. It creates a visual concept, not a text rating report, and does not send prompts to an OpenAI or ChatGPT account.

What does generation cost here?

This is Nano AI, not ChatGPT. The form runs Nano Banana 2.1 for 8 credits per 1K image. It creates a visual concept, not a text rating report, and does not send prompts to an OpenAI or ChatGPT account. The price below applies only to the named Nano AI model. External subscriptions and API prices are separate.

Where is the official workflow?

Open the source link beside the facts for the publisher’s own interface and documentation.

What do the samples prove?

They document the publisher’s public examples only. They are not a matched-prompt benchmark or proof of the model used here.

How should I compare results?

Keep the subject, framing and lighting fixed. Compare one change at a time; no quality or speed ranking has been measured here.

ChatGPT Face Rating Prompt · Detail

Text-only prompt to copy into your chosen chat: “Review this authorized adult selfie as a portrait. Give subjective 1–5 scores for lighting, framing and grooming, explain uncertainty, and suggest three practical changes. Do not rate personal worth, infer traits or recommend procedures.” The generator buttons below create visual reference sheets instead.

Related guides

Nano AI is independent and is not affiliated with the referenced product. Public information read on 2026-11-04. Samples belong to their credited publishers.