Generated 2026-10-14 19:51 UTC on PC2 (Liquid LFM2.5) at $0. Nothing is live, drafted, or spent. Text cards show the original image briefs; the five shortlisted angles now also have real stills and videos in the creatives section below.
1. Angles from winnersEach angle is a product mechanism from Forge's own winning organic formats: one-muscle explainers, add-weight progression, planned today, stall/gap easing, busy-gym swaps. Explainers earn roughly 10x the views of other formats in Forge's ledger.
2. Liquid writes, rules dropOne batch per angle. Primary text is fixed inside a batch; only the hook (headline + image idea) varies, after the chad-ai playbook. A rule gate drops banned copy: no AI mention, no before/after bodies, no fake testimonials, no invented counts.
3. You pick, then a real test judgesScores only prune; on our own past ads the scorer ranked at chance. The shortlist keeps one ad per angle on purpose. Learning starts only if a paid test ever runs and per-ad clicks are logged.
FForge
Sponsored · simulation preview
Log every set, see your PRs, track charts. Forge's adaptive plan rewards hitting all rep targets with a small weight bump, and holds the load when you fall short—your next workout follows a simple rule.
Image not made yet — brief below
Lift smarter.Scene: an orange illustrated mannequin character in a modern gym, mid-rep with a barbell; composition shows the mannequin in a dynamic squat motion, bright lighting emphasizing the equipment, no other people or mirrors.
forgegetsfit.com/app
Will you add weight to every set?Learn more
forge-add-weight-question-0 · angle add-weight · hook question · prune -0.2043
PASS
FForge
Sponsored · simulation preview
Cable station taken? Forge swaps it for an equivalent lift that hits the same target, keeping your plan on track—log it, see your records, and get an adaptive next workout without wrecking progress.
Image not made yet — brief below
Forge adapts your liftorange illustrated mannequin training in gym, squatting with barbell near weight rack, vibrant colors, 4:5 portrait
forgegetsfit.com/app
Cable station taken?Learn more
forge-busy-gym-swap-question-0 · angle busy-gym-swap · hook question · prune -0.446
PASS
FForge
Sponsored · simulation preview
Strengthen glute medius with clamshells each week—track every set, PR, and chart progress in Forge. The app plans your next workout, logging the move so your weak spot trains consistently without guesswork.
Image not made yet — brief below
Track Every Moveorange illustrated mannequin lifts kettlebell in gym, focused stance, bright equipment backdrop, dynamic motion; on-image text: "Track Every Move"
forgegetsfit.com/app
Never Guess Your Next Set AgainLearn more
forge-weak-muscle-bold-claim-0 · angle weak-muscle · hook bold-claim · prune -0.3723
PASS
FForge
Sponsored · simulation preview
Plan today: open Forge, see the exact workout—moves, sets, reps, weights—pre‑written from your last session. Log what you did; the next plan adapts to your actual lifts. No decisions needed.
Image not made yet — brief below
Forge adaptsAn orange illustrated mannequin in a gym, mid‑rep on a barbell, with the app UI overlay showing a pre‑written set list; composition emphasizes dynamic motion and the tracker's adaptive layout.
forgegetsfit.com/app
Your next workout writes itself.Learn more
forge-planned-today-bold-claim-0 · angle planned-today · hook bold-claim · prune -0.0315
PASS
FForge
Sponsored · simulation preview
Stalled after two weeks? Forge logs each lift, shows your history, and builds a next workout that eases the load with a deload instead of forcing the weight that stopped you. All free.
Image not made yet — brief below
Progress stalls?Scene: orange illustrated mannequin character training in a gym, mid-rep with a barbell; composition shows the mannequin facing forward, slightly leaning back as if reflecting on a set; on-image text: "Progress stalls?"
forgegetsfit.com/app
After two weeks he paused, wondering why his lift stalled.Learn more
forge-stall-or-gap-story-0 · angle stall-or-gap · hook story · prune -0.1047
PASS
Approved Forge mannequin art, rendered locally at $0. Each angle has a 4:5 still for feed and a 12-second 9:16 video for Reels and Stories. Full copy, corrections, and the upload spec are in creatives/creatives.md in the repo.
FForge
Sponsored · simulation preview
Log every set, see your PRs, track charts. Forge's adaptive plan rewards hitting all rep targets with a small weight bump, and holds the load when you fall short—your next workout follows a simple rule.
Image not made yet — brief below
Lift smarter.Scene: an orange illustrated mannequin character in a modern gym, mid-rep with a barbell; composition shows the mannequin in a dynamic squat motion, bright lighting emphasizing the equipment, no other people or mirrors.
forgegetsfit.com/app
Will you add weight to every set?Learn more
forge-add-weight-question-0 · angle add-weight · hook question · prune -0.2043
PASS
FForge
Sponsored · simulation preview
Log every set, see your PRs, track charts. Forge's adaptive plan rewards hitting all rep targets with a small weight bump, and holds the load when you fall short—your next workout follows a simple rule.
Image not made yet — brief below
scene, character action, composition
forgegetsfit.com/app
Add weight each session: 5 reps minimum.Learn more
forge-add-weight-number-0 · angle add-weight · hook number · prune -0.2857
PASS · warn: image brief omits the mannequin character
FForge
Sponsored · simulation preview
Log every set, see your PRs, track charts. Forge's adaptive plan rewards hitting all rep targets with a small weight bump, and holds the load when you fall short—your next workout follows a simple rule.
Image not made yet — brief below
Forge plans your next liftscene: an orange illustrated mannequin in a gym, mid-rep with a barbell; character action: lifting and tracking on a floating holographic log board; composition: centered, dynamic angle showing the mannequin and a small overlay of progress numbers
forgegetsfit.com/app
Forge Adapts Your Workout Every SessionLearn more
forge-add-weight-bold-claim-0 · angle add-weight · hook bold-claim · prune -0.2893
PASS
FForge
Sponsored · simulation preview
Cable station taken? Forge swaps it for an equivalent lift that hits the same target, keeping your plan on track—log it, see your records, and get an adaptive next workout without wrecking progress.
Image not made yet — brief below
Forge adapts your liftorange illustrated mannequin training in gym, squatting with barbell near weight rack, vibrant colors, 4:5 portrait
forgegetsfit.com/app
Cable station taken?Learn more
forge-busy-gym-swap-question-0 · angle busy-gym-swap · hook question · prune -0.446
PASS
FForge
Sponsored · simulation preview
Cable station taken? Forge swaps it for an equivalent lift that hits the same target, keeping your plan on track—log it, see your records, and get an adaptive next workout without wrecking progress.
Image not made yet — brief below
Forge adapts your liftOrange illustrated mannequin in gym, mid‑squat with barbell, bright fluorescent lighting, gym equipment blurred background, centered composition
forgegetsfit.com/app
5 reps, same target liftLearn more
forge-busy-gym-swap-number-0 · angle busy-gym-swap · hook number · prune -0.4775
PASS
FForge
Sponsored · simulation preview
Cable station taken? Forge swaps it for an equivalent lift that hits the same target, keeping your plan on track—log it, see your records, and get an adaptive next workout without wrecking progress.
Image not made yet — brief below
Forge adapts your next lift4:5 still of an orange illustrated mannequin character lifting a barbell, dynamic pose, gym background, emphasis on motion and progress
forgegetsfit.com/app
Forge keeps your lift plan on trackLearn more
forge-busy-gym-swap-bold-claim-0 · angle busy-gym-swap · hook bold-claim · prune -0.5829
PASS
FForge
Sponsored · simulation preview
Strengthen glute medius with clamshells each week—track every set, PR, and chart progress in Forge. The app plans your next workout, logging the move so your weak spot trains consistently without guesswork.
Image not made yet — brief below
Track Every Moveorange illustrated mannequin lifts kettlebell in gym, focused stance, bright equipment backdrop, dynamic motion; on-image text: "Track Every Move"
forgegetsfit.com/app
Never Guess Your Next Set AgainLearn more
forge-weak-muscle-bold-claim-0 · angle weak-muscle · hook bold-claim · prune -0.3723
PASS
FForge
Sponsored · simulation preview
Strengthen glute medius with clamshells each week—track every set, PR, and chart progress in Forge. The app plans your next workout, logging the move so your weak spot trains consistently without guesswork.
Image not made yet — brief below
clamshells weeklyScene: orange illustrated mannequin character doing clamshells on a mat in a bright gym; composition: character centered, dumbbells and resistance band in background, emphasizing lower‑body work; on‑image text: "clamshells weekly"
forgegetsfit.com/app
She crushed the clamshell circuit before the squat rack.Learn more
forge-weak-muscle-story-0 · angle weak-muscle · hook story · prune -0.4912
PASS
FForge
Sponsored · simulation preview
Strengthen glute medius with clamshells each week—track every set, PR, and chart progress in Forge. The app plans your next workout, logging the move so your weak spot trains consistently without guesswork.
Image not made yet — brief below
Train weak spotsOrange illustrated mannequin in gym, doing clamshells with resistance band, bright lighting, side view; on-image text overlay
forgegetsfit.com/app
3 weekly clamshell sets build stronger glutesLearn more
forge-weak-muscle-number-0 · angle weak-muscle · hook number · prune -0.6525
PASS
FForge
Sponsored · simulation preview
Strengthen glute medius with clamshells each week—track every set, PR, and chart progress in Forge. The app plans your next workout, logging the move so your weak spot trains consistently without guesswork.
Image not made yet — brief below
Clamshells every weekAn orange illustrated mannequin character doing glute‑medius clamshells on a gym floor, with subtle equipment hints and a focus on the movement.
forgegetsfit.com/app
Can you get stronger glute medius without guessing?Learn more
forge-weak-muscle-question-0 · angle weak-muscle · hook question · prune -0.6861
PASS
FForge
Sponsored · simulation preview
Plan today: open Forge, see the exact workout—moves, sets, reps, weights—pre‑written from your last session. Log what you did; the next plan adapts to your actual lifts. No decisions needed.
Image not made yet — brief below
Forge adaptsAn orange illustrated mannequin in a gym, mid‑rep on a barbell, with the app UI overlay showing a pre‑written set list; composition emphasizes dynamic motion and the tracker's adaptive layout.
forgegetsfit.com/app
Your next workout writes itself.Learn more
forge-planned-today-bold-claim-0 · angle planned-today · hook bold-claim · prune -0.0315
PASS
FForge
Sponsored · simulation preview
Plan today: open Forge, see the exact workout—moves, sets, reps, weights—pre‑written from your last session. Log what you did; the next plan adapts to your actual lifts. No decisions needed.
Image not made yet — brief below
Your Workout AwaitsOrange illustrated mannequin training with a barbell in a gym, dynamic pose, bright spotlight; clean composition focusing on the character and equipment.
forgegetsfit.com/app
3 sets, 8 reps: see your next workoutLearn more
forge-planned-today-number-0 · angle planned-today · hook number · prune -0.0662
PASS
FForge
Sponsored · simulation preview
Plan today: open Forge, see the exact workout—moves, sets, reps, weights—pre‑written from your last session. Log what you did; the next plan adapts to your actual lifts. No decisions needed.
Image not made yet — brief below
Plan your next liftScene: an orange illustrated mannequin lifts a barbell in a bright gym; composition centered, dynamic pose with chalk dust; character action: lifting and pressing, showing progression.
forgegetsfit.com/app
What will you do in today's workout?Learn more
forge-planned-today-question-0 · angle planned-today · hook question · prune -0.1255
PASS
FForge
Sponsored · simulation preview
Plan today: open Forge, see the exact workout—moves, sets, reps, weights—pre‑written from your last session. Log what you did; the next plan adapts to your actual lifts. No decisions needed.
Image not made yet — brief below
Your plan, written ahead.scene: orange illustrated mannequin in a gym; character action: holding a tablet showing pre‑written workout with moves, sets, reps, weights; composition: close‑up of tablet beside mannequin, bright gym lighting
forgegetsfit.com/app
A workout sits on the screen, waiting for today’s lift.Learn more
forge-planned-today-story-0 · angle planned-today · hook story · prune -0.2135
PASS
FForge
Sponsored · simulation preview
Stalled after two weeks? Forge logs each lift, shows your history, and builds a next workout that eases the load with a deload instead of forcing the weight that stopped you. All free.
Image not made yet — brief below
Progress stalls?Scene: orange illustrated mannequin character training in a gym, mid-rep with a barbell; composition shows the mannequin facing forward, slightly leaning back as if reflecting on a set; on-image text: "Progress stalls?"
forgegetsfit.com/app
After two weeks he paused, wondering why his lift stalled.Learn more
forge-stall-or-gap-story-0 · angle stall-or-gap · hook story · prune -0.1047
PASS
FForge
Sponsored · simulation preview
Stalled after two weeks? Forge logs each lift, shows your history, and builds a next workout that eases the load with a deload instead of forcing the weight that stopped you. All free.
Image not made yet — brief below
Keep liftingScene: an orange illustrated mannequin training with a barbell in a gym; composition: centered figure mid-lift against a clean backdrop; on-image text: "Keep lifting"
forgegetsfit.com/app
Why did your progress stall at two weeks?Learn more
forge-stall-or-gap-question-0 · angle stall-or-gap · hook question · prune -0.2205
PASS
FForge
Sponsored · simulation preview
Stalled after two weeks? Forge logs each lift, shows your history, and builds a next workout that eases the load with a deload instead of forcing the weight that stopped you. All free.
Image not made yet — brief below
Lift smart, not hard4:5 still of an orange illustrated mannequin lifting a barbell in a gym, mid-rep with focused expression; on-image text under 6 words
forgegetsfit.com/app
Forge builds your next workout from real dataLearn more
forge-stall-or-gap-bold-claim-0 · angle stall-or-gap · hook bold-claim · prune -0.2961
PASS
Forge is a fictional illustrated character, not a real person. Illustrative stages · results vary. General fitness information, not medical advice. Prune scores come from word models trained on news headlines and email clicks, not Meta fitness ads. A click winner is not an install. Pool: 19 generated, 17 passed, 2 dropped.