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The Viral Looksmaxxing Prompt For ChatGPT

Free guide · by Cooper Simson

The Viral Looksmaxxing Prompt For ChatGPT

The exact ChatGPT prompt that turns one selfie into a structured looksmax report — current rating, optimized ceiling, feature-by-feature scores, biggest bottlenecks, and the 5 highest-ROI upgrades. Plus a Vogue-style editorial composite showing current and optimized side by side.

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The exact ChatGPT prompt that turns one selfie into a structured looksmax report: current rating, optimized ceiling, feature-by-feature scores, biggest bottlenecks, and the 5 highest-ROI upgrades. Plus a Vogue-style editorial composite showing current and optimized side by side.

What You'll Learn

  • The 5-part looksmax analyst prompt: paste this into ChatGPT and walk away with a complete facial report
  • The one line in the prompt that unlocks useful feedback (instead of vague compliments)
  • The photo prep checklist: lighting, angle, expression, filter rules that make the report way more accurate
  • The "highest-ROI upgrades" framework: immediate wins vs medium-term vs optional pro
  • The editorial composite image prompt that generates a Vogue-style current/optimized side-by-side

Before You Read Any Further

This is not medical or cosmetic surgery advice. ChatGPT is a vision model giving a structured opinion, not a verdict from the universe. The prompt is built to identify your natural strengths, name your biggest bottlenecks, and give you the 5 highest-ROI realistic upgrades you can act on this week. It explicitly bans plastic surgery recommendations and pseudoscientific "mewing" claims. Treat the report as a creative starting point for real-world improvements (hair, skin, grooming, wardrobe, photography), not as a personal judgment of your worth.

When this prompt is the right call: you are curious what an honest mirror would say about your look. You want a structured list of the upgrades that would move the needle most. You can take a brutally honest report and act on it instead of spiraling. If a low score will wreck your week, skip the prompt.

How To Run It

  1. Take one clean front-on selfie in natural midday light
  2. Open ChatGPT (browser or app), drag the selfie in
  3. Paste the prompt below
  4. Read the full report before reacting to the score
  5. Pick the top 2 highest-ROI upgrades and act on them this weekend

Photo prep checklist:

  • Natural light. Midday window light is best
  • Front on. Camera at eye level, not below or above
  • Neutral expression. Slight smile is okay, big smile distorts proportions
  • No filter. No "beauty mode." No Snapchat overlay
  • No hat. No glasses (unless they are part of your daily look and you want them analyzed)
  • Hair pulled back or styled the way you usually wear it
  • Clean face. No makeup unless you wear it daily
  • Camera quality matters. iPhone front cam at default settings is fine. Webcam is not
  • No mirror selfies (flips face, breaks symmetry read)
  • No bathroom lighting (too warm or too harsh)
  • No low-light selfies (model analyzes the lighting, not your face)

The Prompt

Paste this into ChatGPT immediately after you drop your selfie in. Do not modify the "be honest, detailed, and slightly brutal, but not cruel" line. That is the unlock.

You are a facial aesthetics analyst, celebrity stylist, grooming consultant, and luxury editorial art director.

I am uploading a portrait photo. I want you to create a complete LOOKSMAX ANALYSIS based on the person in the image, then generate one polished editorial visual that shows their current analysis and optimized potential.

The goal is not to turn them into a different person. The goal is to identify their natural strengths, weak points, and highest-ROI improvements so they can become the most attractive, polished, realistic version of themselves.

Tone:
Be honest, detailed, and slightly brutal, but not cruel. Give direct ratings and specific improvement advice. Avoid vague compliments. Avoid extreme plastic surgery recommendations. Keep everything realistic, aesthetic, and high-end.

PART 1 - WRITTEN LOOKSMAX ANALYSIS

Start with a written analysis. Include:

1. Photo context disclaimer
- Mention how lighting, lens distortion, angle, expression, and camera quality may affect the read.

2. Overall hotness / attractiveness rating
- Current photo rating out of 10
- Realistic optimized ceiling out of 10
- AI/editorial fantasy ceiling out of 10
- Explain why.

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

4. Symmetry and balance analysis
- Eye alignment
- Brow balance
- Nose alignment
- Mouth alignment
- Jaw/chin alignment
- Mention any visible asymmetries, but keep it practical.

5. Feature-by-feature rating
Rate each out of 10 and explain:
- Facial symmetry
- Bone structure
- Facial harmony
- Eyes
- Brows
- Nose
- Lips
- Cheeks
- Jawline/chin
- Skin quality
- Hair
- Facial contrast
- Style/presentation
- Overall attractiveness

6. Strongest features
List the top 3-5 features currently helping their attractiveness.

7. Biggest bottlenecks
List the top 3-5 things holding their look back the most. Be specific and honest.

8. Looksmax action plan ranked by ROI
Break it into:
Immediate upgrades:
- Hair
- Brows
- Skin
- Grooming/makeup
- Glasses/facial hair if relevant
- Wardrobe
- Photography/lighting
Medium-term upgrades:
- Fitness/body composition/posture
- Skin routine consistency
- Hair colour/cut maintenance
- Dental/smile improvements if relevant
Optional professional upgrades:
- Dermatologist/esthetician treatments
- Orthodontics/dental whitening if relevant
- Hair stylist/colourist guidance
- Keep this realistic and non-invasive unless clearly appropriate.

9. Style direction
Describe their ideal aesthetic lane, such as:
- clean girl but elevated
- expensive blonde
- polished founder
- romantic editorial
- soft glam
- masculine creative professional
- high-end minimalist
- etc.

10. Final verdict
Summarize:
- Current vibe
- Maximized vibe
- One sentence on the single biggest change that would improve their attractiveness.

PART 2 - EDITORIAL LOOKSMAX COMPOSITE IMAGE

Generate ONE single composite image.

The image should look like a luxury beauty editorial / celebrity styling analysis board / high-end looksmax report. Think Vogue Beauty, Allure, celebrity stylist moodboard, premium grooming consultation - NOT a clinical chart and NOT a cheap TikTok looksmax graphic.

Use the uploaded person's face and preserve their identity.

Overall design:
- Premium editorial magazine layout
- Warm cream/off-white paper texture
- Charcoal and deep black text
- Warm gold accent lines
- Classic editorial serif headline font
- Clean modern sans-serif body font
- Elegant grid system
- High-end, polished, minimal, luxurious

Main title: "LOOKSMAX ANALYSIS"
Subheading: "Current Face • Optimization Potential • Style Direction"

Image layout:

Top section:
- Large current portrait of the person
- Next to it, an optimized 'max potential' portrait showing the same person with:
- Better lighting
- Better hair
- Better skin finish
- More flattering styling
- More facial contrast
- More polished wardrobe
- Same identity, not a different person

Middle section:
Create analysis cards:
1. OVERALL ATTRACTIVENESS
- Current rating out of 10
- Optimized ceiling out of 10
- Short explanation
2. SYMMETRY & HARMONY
- Symmetry score
- Facial harmony score
- Key notes
3. FEATURE BREAKDOWN
Include scores for:
- Eyes
- Brows
- Nose
- Lips
- Jaw/chin
- Skin
- Hair
- Style/presentation
4. BIGGEST BOTTLENECKS
List the top 3-5 visual issues holding the look back.
5. HIGHEST ROI UPGRADES
List the top 5 improvements.

Bottom section:
- 'HOW TO LEVEL UP' action plan strip
- Include icons or mini sections for:
- Hair
- Skin
- Brows / grooming
- Fitness / posture
- Wardrobe
- Photography / lighting

Add a hotness scale:
- 1-10 horizontal scale
- Mark current rating
- Mark optimized ceiling
- Use elegant gold indicators

Optional if space allows:
Add 3 mini 'optimized style direction' portraits:
1. Natural everyday max
2. Date-night / social max
3. Editorial / photoshoot max

Visual rules:
- Keep the person recognizable.
- Do not over-edit into a different face.
- Do not make the transformation plastic or fake.
- Keep skin realistic but polished.
- Keep facial features consistent.
- Make the max potential image aspirational but believable.
- The whole thing should feel like a premium celebrity image consultation report.

CRITICAL CONSTRAINTS:
- One single composite image only.
- Do not create separate images.
- Do not use an ugly infographic style.
- Do not make it look like a medical diagram.
- Do not include pseudoscientific 'mewing' claims or extreme looksmax culture.
- Keep it brutally honest but tasteful.
- Focus on realistic, high-ROI attractiveness improvements.

How To Read The Report

The 3 scores are not the point. Most people fixate on the current rating out of 10 and ignore the rest. That is a mistake. The current rating depends heavily on the photo. The optimized ceiling is the more useful number. It tells you how much room there is to move with realistic upgrades. The gap between current and ceiling is the actual ROI of acting on the report. A 6.5 with an 8.5 ceiling has way more upside than an 8 with an 8.2 ceiling. Read the gap, not the number.

What to focus on first: skip the feature scores on the first read. Skip the "fantasy ceiling." Go straight to two sections: BIGGEST BOTTLENECKS and HIGHEST-ROI UPGRADES. Those two lists are the actual deliverable. Everything else is supporting analysis.

What to ignore: anything that requires invasive intervention. The prompt is built to avoid plastic surgery recommendations, but if ChatGPT slips one in anyway, ignore it. Anything about face shape genetics: you cannot change your bone structure non-invasively, so do not waste energy on it. Anything that contradicts what your skin, hair, or dental professional would tell you in person. Trust the in-person professional, not the model.

Act On The Top 5 ROI Upgrades

The HIGHEST-ROI UPGRADES section will give you 5 specific changes ranked by impact. Pick the top 2 and act on them this weekend. Do not try to do all 5 at once. You will lose momentum and skip the report next time.

Typical top-5 upgrades by category:

  • Hair: a better cut from a stylist who specializes in your hair type. Color correction if needed. Maintenance schedule
  • Brows: shaping (microbladed, threaded, or pencil daily). Most under-shaped brows are the #1 cheap fix
  • Skin: a consistent 3-step routine (cleanser, treatment serum, moisturizer + SPF). Plus one in-clinic treatment if texture is the bottleneck
  • Wardrobe: 3-5 better-fitting basics. Replace anything boxy with tailored. Color match to your skin tone
  • Photography: better lighting on your own content. Window light over overhead light, every time
  • Grooming: facial hair trim every 2 weeks. Nails. Eyebrow scaffolding. The basics that compound

Re-Run It In 30 Days

The point of the prompt is not the first run. The point is the delta between the first run and the second run after you have acted on the top 2 upgrades. Take a fresh selfie in 30 days under identical lighting conditions and re-run the prompt. The new bottlenecks and the new ceiling tell you whether the upgrades moved the needle. If they did, pick the next 2 ROI upgrades. If they didn't, the previous upgrades were not actually high ROI for your face. Try a different category.

When Not To Run This

Skip the prompt if:

  1. You are in a bad mental health space and a low number from a vision model will wreck your week. The prompt is built to be useful, not therapeutic. Run it when you are in a builder mindset
  2. You want validation, not feedback. The prompt is designed to be slightly brutal. If you want compliments, ask Mom
  3. You are about to spend serious money on cosmetic procedures. Talk to a board-certified surgeon or dermatologist in person. A ChatGPT report is not a pre-op consultation
  4. You want to use it on someone else without their consent. Do not. This is for personal use

The Economics

Looksmax apps: $10-$50 for a single score and 3 generic tips. Celebrity stylist consultation: $500-$2,000 for a structured wardrobe and styling plan. Image consultant: $1,500-$5,000 for a full personal brand visual identity. Facial aesthetics consultation with a dermatologist: $200-$400 for a skin and grooming plan. 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 and drag the selfie in
  3. Paste the prompt
  4. Read the full report before reacting to the score
  5. Save the editorial composite
  6. Pick the top 2 highest-ROI upgrades
  7. Act on them this weekend
  8. Re-run the prompt in 30 days with a fresh selfie

Go Deeper

Prefer a printable version? Download the PDF: https://drive.google.com/file/d/1R_lx2O4NBMfdlaOmoAYaZaAx41PGiIjI/view?usp=drivesdk

Want the whole system installed live, with Cooper on the call? Build Your Own AI, the two week sprint runs the first two weeks of August.

Or get a new working tool every Monday inside The AI Operator community on Whop.

The honest part

The guides are free. The working agents are $97.

Cooper has published 125+ guides like this one, free, no email gate. The step after reading is running the actual systems: five working agents, including the content engine behind his 10M+ views, plus your first month inside The AI Operator community, a new working tool every Monday.

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