I Got ChatGPT To Rate My Face And It Did Not Hold Back (Here Is The Exact Looksmax Prompt I Used)

I got ChatGPT to rate my face and it did not hold back.

The prompt turns ChatGPT into a facial aesthetics analyst, celebrity stylist, and editorial art director. You upload one selfie. It writes a full structured report and generates an editorial composite image showing the current and optimized version of you side by side.

Here is exactly what it does, the one line that unlocks useful feedback, and the photo prep tips that make the difference.

What the prompt returns

A current attractiveness rating out of 10. A realistic optimized ceiling out of 10. An AI/editorial fantasy ceiling out of 10 for reference.

A face shape and proportions analysis. Facial thirds. Facial fifths and width balance. Forehead-to-midface-to-lower-face balance. Jaw and chin balance. Cheekbone structure. Overall harmony.

A symmetry breakdown. Eye alignment. Brow balance. Nose alignment. Mouth alignment. Jaw and chin alignment. Visible asymmetries with practical notes.

Feature-by-feature scores out of 10 with explanations for each. Symmetry. Bone structure. Harmony. Eyes. Brows. Nose. Lips. Cheeks. Jawline and chin. Skin quality. Hair. Facial contrast. Style and presentation. Overall attractiveness.

Top 3-5 strongest features. Top 3-5 biggest bottlenecks.

A looksmax action plan ranked by ROI. Immediate upgrades: hair, brows, skin, grooming, glasses/facial hair, wardrobe, photography and lighting. Medium-term upgrades: fitness, body composition, posture, skin routine consistency, hair maintenance, dental. Optional professional upgrades: dermatologist or esthetician, orthodontics, hair stylist guidance.

A style direction recommendation. Clean girl elevated. Expensive blonde. Polished founder. Romantic editorial. Soft glam. Masculine creative professional. High-end minimalist. Whatever aesthetic lane matches your features best.

A final verdict. Current vibe. Maximized vibe. One sentence on the single biggest change that would improve your attractiveness.

Then it generates a single editorial composite image.

The editorial composite

Vogue-style magazine layout. Warm cream paper texture. Charcoal text. Gold accent lines. Serif headline. Sans-serif body.

Top section: current portrait next to optimized portrait. Same identity, not a different face. Better lighting, hair, skin finish, styling, contrast, wardrobe.

Middle section: analysis cards. Overall attractiveness with current and ceiling scores. Symmetry and harmony scores. Feature breakdown. Biggest bottlenecks. Highest-ROI upgrades.

Bottom section: how-to-level-up action strip with mini icons for hair, skin, brows, fitness, wardrobe, photography. A 1-10 hotness scale with gold indicators marking the current rating and the optimized ceiling.

Looks like a celebrity stylist’s moodboard, not a clinical chart and not a cheap TikTok looksmax graphic.

The one line that unlocks useful feedback

“Be honest, detailed, and slightly brutal, but not cruel.”

That single instruction in the prompt is what turns the report from “you have nice eyes!” into actually useful feedback. Without it, ChatGPT defaults to vague compliments and you waste the run.

The prompt also explicitly bans plastic surgery recommendations and pseudoscientific mewing claims. Keeps everything realistic, aesthetic, and high-ROI. You walk away with hair, brows, skin, grooming, wardrobe, and lighting changes you can act on this week.

Photo prep matters

The quality of the report is downstream of the quality of the selfie. Take it in natural midday window light. Front-on. Neutral expression. No filter. No hat, glasses, or hair covering the face.

If you upload a low-light bathroom selfie, ChatGPT will mostly be analyzing the lighting and not your actual face. The report will be useless. Treat this like a real consultation and prep accordingly.

Why this beats the looksmax apps

The viral $10-$50 looksmax apps give you a single attractiveness score and 3 generic tips. That is fine for entertainment value but useless for actually changing anything.

This prompt gives you a structured report a real celebrity image consultant would produce. Plus an editorial composite that shows you what the optimized version looks like, not just a number.

The apps are downstream of the same tech. They are just wrapping a thin prompt around a vision model and charging you for the wrapper. Cooper’s prompt cuts out the wrapper and uses the model directly with a better structure.

What I did with my report

The top 5 highest-ROI upgrades the report named for me were not what I expected. Hair cut and color was #1. Wardrobe note was #2. Brow shaping was #3. Skin texture work was #4. Better photography lighting in my own content was #5.

Total cost to act on all 5: under $400 and a Saturday morning.

The bottlenecks it named were the ones I already suspected but had been avoiding. That is the actual value here. The honest mirror that names the thing you already know but have not done anything about.

When NOT to use this

This prompt is for personal feedback on your own face. Do not upload someone else’s photo without their consent. Do not use the report to roast other people. Do not take ChatGPT’s number as an objective truth - it is a structured opinion from a vision model, not a verdict from the universe.

Also, do not let a low score wreck your week. The prompt is built to give you actionable upgrades, not to diagnose your worth. If a 6.5 sends you spiraling, skip the prompt. If it lights a fire under you to fix the 5 things you have been avoiding, run it.

The economics

Looksmax apps: $10-$50 for a score and 3 generic tips. Celebrity stylist consultation: $500-$2,000. Image consultant: $1,500-$5,000. Facial aesthetics consultation with a dermatologist: $200-$400.

This prompt gives you a structured version of all four for the cost of a ChatGPT subscription. Not a replacement for any of them, but a strong first pass that tells you which of them you actually need.

What to do this week

1. Take one clean front-on selfie in midday window light. No filter.
2. Open ChatGPT, drag the selfie in.
3. Paste the prompt (link below).
4. Read the report fully before reacting to the score.
5. Pick the top 2 highest-ROI upgrades and act on them this weekend.
6. Re-run the prompt in 30 days with a fresh selfie to see if the upgrades moved the score.

Day 93 of building personal software with AI.

Full prompt + photo prep tips + the honesty rule that unlocks useful feedback is at: theactionableai.com/posts/sf135-chatgpt-looksmax-prompt