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.
64 free credits = 8 standard images. No card required.
Output board


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.

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
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.
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.
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 product | Generator here | |
|---|---|---|
| Subject | ChatGPT Face Rating Prompt | Nano Banana 2.1 |
| Output | 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. |
| Cost | Open the source link beside the facts for the publisher’s own interface and documentation. | 8 / 1K |
Try a new asset in three steps
- 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
Check model and credits
Keep the preset model selected and check the price shown before submitting.
- 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.
More from Nano AI
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.
