WIN 92
marginal·55red fluid drop
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:40 · pop:60 · fid 0.07 OOD-novel
⚠ The image is highly abstract, meaning the accompanying headline must do heavy lifting to convert the curiosity into a re
compliance: clean
WIN 92
fail·34blank yellow sticky note on steering wheel
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:100 · pop:70 · fid 0.08 OOD-novel
⚠ The sticky note is completely blank, which might feel slightly sterile upon close inspection, but as a scroll-stopper, i
compliance: number_present
WIN 92
pass·87Tire pressure warning symbol
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:70 · fid 0.17
⚠ It is a standard automotive symbol, which could feel slightly generic if the accompanying headline doesn't immediately c
compliance: clean
WIN 92
pass·69Blank note under wiper blade
◆ scene_drama ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:100 · pop:70 · fid 0.08 OOD-novel
⚠ The background street scene is slightly busy, but the extreme value contrast of the white paper completely overrides any
compliance: clean
WIN 92
pass·84handwritten note under wiper blade
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:88 · cat:100 · pop:80 · fid 0.08 OOD-novel
⚠ The paper is visibly blank upon close inspection, which slightly dampens the realism if the user lingers too long before
compliance: clean
WIN 88
fail·37An old analog parking meter showing a solid red flag
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.12 OOD-novel
⚠ The red rectangle is completely blank, which might look slightly edited under close inspection, but at thumbnail scale,
compliance: banned:flag
WIN 88
pass·82A blank bright yellow sticky note on a dark steering wheel
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:88 · cat:100 · pop:70 · fid 0.03 OOD-novel
⚠ The background through the windshield is slightly busy, but the extreme foreground contrast completely overpowers it.
compliance: clean
WIN 88
pass·81A folded blank white piece of paper under a car windshield wiper
◆ scene_drama ▧ documentary → novel-explore
spine:75 · gloss:84 · cat:100 · pop:70 · fid 0.07 OOD-novel
⚠ If the landing page or headline doesn't deliver on the tension created by the ticket visual, it could suffer from high b
compliance: clean
WIN 88
pass·87tire pressure warning symbol
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:70 · fid 0.17
⚠ It is a highly exploited native ad trope, meaning some banner-blindness or fatigue may exist among tech-savvy users.
compliance: clean
WIN 88
pass·83A blank neon-yellow sticky note stuck to a dusty vintage steering wheel.
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:84 · cat:100 · pop:80 · fid 0.12
⚠ The sticky note being completely blank might feel slightly staged upon close inspection, but at thumbnail speed, it func
compliance: clean
WIN 88
fail·36An old-school analog parking meter displaying a solid red flag.
◆ color_contrast ▧ documentary → novel-exploit
spine:100 · gloss:35 · cat:72 · pop:60 · fid 0.12
⚠ The pure white background makes it look slightly like a clean stock photo, which can occasionally trigger ad-blindness i
compliance: banned:flag
WIN 88
pass·69A blank, folded piece of white paper tucked under a car windshield wiper.
◆ scene_drama ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:100 · pop:70 · fid 0.08 OOD-novel
⚠ The concept is somewhat common in native advertising, but the clean, high-contrast composition makes it a premier execut
compliance: clean
WIN 88
fail·38fuel gauge needle on empty
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:84 · cat:72 · pop:70 · fid 0.07 OOD-novel
⚠ The left edge of the frame shows a bit of the car window/door frame which is slightly messy, though this actually helps
compliance: banned:price
WIN 88
marginal·55single yellow envelope in stack
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:40 · pop:60 · fid 0.08 OOD-novel
⚠ The composition is almost too perfectly centered, which can occasionally trigger a subconscious 'stock photo' filter in
compliance: clean
WIN 88
fail·38expired parking meter
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:84 · cat:72 · pop:70 · fid 0.12
⚠ The red square is so perfectly geometric it might look slightly digital-overlayed upon close inspection, but at thumbnai
compliance: banned:flag
WIN 88
pass·62yellow sticky note on steering wheel
◆ color_contrast ▧ documentary → novel-explore
spine:25 · gloss:88 · cat:100 · pop:70 · fid 0.08 OOD-novel
⚠ The note is completely blank, which means the landing page copy must immediately bridge the gap to prevent high bounce r
compliance: clean
WIN 88
fail·34Blank yellow sticky note
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:100 · pop:70 · fid 0.04 OOD-novel
⚠ The sticky note is completely blank, which might feel slightly artificial upon close inspection, though this actually en
compliance: number_present
WIN 88
pass·82yellow sticky note on steering wheel
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:88 · cat:100 · pop:70 · fid 0.04 OOD-novel
⚠ The sticky note being completely blank might feel slightly staged to a cynical user, but its visual stopping power is un
compliance: clean
WIN 88
pass·65fuel gauge needle past empty
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:80 · fid 0.08 OOD-novel
⚠ The right side of the frame is a bit dark and dead, but this actually serves to focus all attention on the glowing red l
compliance: clean
WIN 88
fail·30expired parking meter with red flag
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:84 · cat:100 · pop:60 · fid 0.12
⚠ If the accompanying headline doesn't immediately resolve what this device is or why it matters, the user might dismiss i
compliance: banned:flag
WIN 88
marginal·35single red drop of fluid leaking
◆ object_oddity ▧ documentary → novel-exploit
spine:25 · gloss:35 · cat:40 · pop:60 · fid 0.04 OOD-novel
⚠ It is highly abstract, meaning it relies heavily on the headline to convert the high CTR into qualified leads rather tha
compliance: clean
WIN 88
pass·76A rusted spark plug with a yellow insulator.
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:88 · cat:72 · pop:70 · fid 0.07 OOD-novel
⚠ The dark, rusty threaded end of the spark plug slightly bleeds into the dark workbench, losing some of its structural si
compliance: clean
WIN 88
marginal·48A yellow padlock on a black chain.
◆ color_contrast ▧ documentary → novel-explore
spine:25 · gloss:84 · cat:40 · pop:60 · fid 0.12
⚠ The background behind the gate is slightly visible, which could distract slightly, but it is dark enough to not matter m
compliance: clean
WIN 88
pass·63candid_old_car_battery
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:70 · fid 0.08 OOD-novel
⚠ The background is somewhat cluttered and muddy, which slightly softens the overall silhouette of the battery.
compliance: clean
WIN 88
pass·69steering_wheel_warning_tag
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:70 · fid 0.12
⚠ The tag is completely blank, which might feel slightly artificial if looked at too closely, but at thumbnail scale, it w
compliance: clean
WIN 88
fail·27chrome oil dipstick with single red fluid drop
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:84 · cat:72 · pop:70 · fid 0.08 OOD-novel
⚠ The dipstick is thin, meaning the red droplet is relatively small at extreme thumbnail scales.
compliance: banned:check
WIN 88
marginal·49weathered wooden fence post with single red ribbon
◆ color_contrast ▧ documentary → novel-explore
spine:25 · gloss:84 · cat:40 · pop:70 · fid 0.07 OOD-novel
⚠ The wooden post itself has low value contrast against the grassy background, making the red ribbon carry almost all of t
compliance: clean
WIN 88
pass·71A bright yellow mechanical tire boot lock clamped onto a car's rusty steel wheel.
◆ color_contrast ▧ documentary → novel-exploit
spine:50 · gloss:84 · cat:100 · pop:70 · fid 0.12 OOD-novel
⚠ The left third of the image is somewhat wasted on empty, messy gravel, though this does enhance the raw, unpolished docu
compliance: clean
WIN 88
pass·62Dusty car battery with glowing blue jumper clamp
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The background is technically busy, though the extreme color contrast mostly solves this.
compliance: clean
WIN 88
pass·65Missing tail light lens with glowing red bulb
◆ object_oddity ▧ documentary → novel-exploit
spine:50 · gloss:84 · cat:72 · pop:70 · fid 0.00 OOD-novel
⚠ The background on the right is slightly busy, but the extreme value contrast of the red light completely overrides it.
compliance: clean
WIN 88
marginal·37Rusty water meter with yellow padlock
◆ color_contrast ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:40 · pop:70 · fid 0.08 OOD-novel
⚠ The background concrete is slightly busy, but the high-contrast padlock completely dominates the frame anyway.
compliance: clean
WIN 88
marginal·35Paper plate with a hand-drawn question mark
◆ object_oddity ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:40 · pop:60 · fid 0.04 OOD-novel
⚠ The question mark is slightly too perfectly centered, which might hint at staging to a highly skeptical user, but the ra
compliance: clean
WIN 88
marginal·37Iron chain held together by a blue zip-tie
◆ object_oddity ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:40 · pop:70 · fid 0.03 OOD-novel
⚠ The metaphor is so strong that if the headline doesn't immediately deliver on a high-stakes problem, it could feel like
compliance: clean
WIN 88
marginal·50Water cooler bottle with a red exclamation sign
◆ object_oddity ▧ documentary → novel-explore
spine:25 · gloss:88 · cat:40 · pop:70 · fid 0.04 OOD-novel
⚠ The background on the right is slightly busy, which slightly dilutes the focus on the jug.
compliance: clean
WIN 88
pass·69unbuckled seatbelt metal tongue with warning tag
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:70 · fid 0.08 OOD-novel
⚠ The tag is completely blank, which might feel slightly artificial if the user stares too long, but at scroll speed, the
compliance: clean
WIN 88
pass·81padlock locked on steering wheel
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:84 · cat:100 · pop:70 · fid 0.08 OOD-novel
⚠ The dark steering wheel slightly blends into the dark dashboard background, which could slow down recognition of the car
compliance: clean
WIN 88
marginal·42Tire pressure gauge warning.
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:35 · cat:72 · pop:60 · fid 0.12
⚠ The surrounding industrial background is somewhat busy, though the high-contrast white and red face of the gauge success
compliance: clean
WIN 85
fail·44An engine warning symbol glowing bright amber
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:70 · fid 0.18
⚠ It is a clean digital graphic rather than a photo of an actual dusty dashboard, which slightly reduces its raw, document
compliance: banned:check
WIN 85
pass·62Rusted car jack resting on a clean concrete garage floor
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The curiosity hook is slightly passive on its own without a compelling headline to frame the danger.
compliance: clean
WIN 85
pass·93A flat seatbelt warning icon glowing red
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:100 · pop:70 · fid 0.08 OOD-novel
⚠ The icon is extremely common, which might make it feel slightly generic if the accompanying headline doesn't offer a fre
compliance: clean
WIN 85
pass·87A tire pressure warning symbol glowing yellow
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:70 · fid 0.12
⚠ It is a clean vector graphic rather than a photo of an actual physical dashboard, which slightly reduces its raw documen
compliance: clean
WIN 85
pass·82yellow sticky note
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:88 · cat:100 · pop:70 · fid 0.11 OOD-novel
⚠ The note is completely blank, making the ad 100% dependent on a strong headline to convert the visual curiosity into a c
compliance: clean
WIN 85
pass·92A minimalist black ink line-art muscle car on a pure white background.
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:100 · pop:60 · fid 0.12
⚠ The line-art style might feel slightly too clinical or clip-art-like if the accompanying headline doesn't immediately gr
compliance: clean
WIN 85
pass·89A simple white decision maze with one small blue car at a dead end.
◆ color_contrast ▧ graphic → proven-riff
spine:100 · gloss:92 · cat:100 · pop:40 · fid 0.08 OOD-novel
⚠ The maze layout is slightly abstract and lacks a clear, obvious exit path, which might cause mild cognitive irritation i
compliance: clean
WIN 85
pass·62A heavily corroded vintage spark plug on a clean, light-colored wooden table.
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The rusty metal portion of the plug slightly blends into the warm wood tones of the workbench, reducing the overall cont
compliance: clean
WIN 85
pass·70tow hook on bumper
◆ color_contrast ▧ documentary → novel-exploit
spine:50 · gloss:84 · cat:100 · pop:60 · fid 0.13
⚠ The subject matter is highly specific to automotive/driving, which slightly limits its universal appeal compared to gene
compliance: clean
WIN 85
pass·72candid documentary rusty wrench
◆ color_contrast ▧ documentary → proven-riff
spine:100 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The curiosity hook relies heavily on the accompanying headline to give the rusty wrench specific context.
compliance: clean
WIN 85
pass·59cracked windshield impact point
◆ scene_drama ▧ documentary → novel-exploit
spine:50 · gloss:35 · cat:100 · pop:70 · fid 0.08 OOD-novel
⚠ It borders on a 'trick' image; if the landing page doesn't immediately pay off the concept of damage, protection, or a s
compliance: clean
WIN 85
pass·75rusted spark plug
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:88 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The concrete background has some texture noise, but the harsh shadow keeps the subject well-defined.
compliance: clean
WIN 85
marginal·37Crimson fluid leak
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:35 · cat:40 · pop:70 · fid 0.11 OOD-novel
⚠ It is highly abstract, which risks driving high curiosity clicks that fail to convert if the landing page hook isn't per
compliance: clean
WIN 85
pass·87tire pressure warning symbol glowing yellow
◆ format_mimicry ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:70 · fid 0.12
⚠ It relies heavily on the accompanying headline to convert the tension into a specific, clickable angle.
compliance: clean
WIN 85
pass·72rusted spark plug
◆ object_oddity ▧ documentary → proven-riff
spine:100 · gloss:35 · cat:72 · pop:60 · fid 0.11 OOD-novel
⚠ The clean white background borders slightly on a studio stock photo look, but the gritty, damaged subject matter saves i
compliance: clean
WIN 85
pass·63jumper cable clamp
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:70 · fid 0.12
⚠ The image itself doesn't tell a complete story without a strong curiosity-inducing headline to anchor the context.
compliance: clean
WIN 85
pass·63A broken car key exposing a red internal chip.
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:70 · fid 0.08 OOD-novel
⚠ At extreme thumbnail sizes, the glowing red light is small and could be missed by fast-scrolling users if the background
compliance: clean
WIN 85
pass·67An unlatched seatbelt buckle with a glowing red button.
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.08 OOD-novel
⚠ The unbuckled metal tongue is a bit dark and partially lost in the shadows, making the 'unbuckled' state slightly less o
compliance: clean
WIN 85
pass·63vintage car clock with glowing red indicator line
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:70 · fid 0.07 OOD-novel
⚠ The steering wheel on the left is slightly out of focus and adds minor clutter, though it does help establish the car in
compliance: clean
WIN 85
pass·67rusted heavy jumper cable clamp on concrete floor
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.08 OOD-novel
⚠ The background, while blurred, still contains a bit of visual noise that doesn't contribute directly to the hook.
compliance: clean
WIN 85
marginal·48A heavy rusted iron padlock secured on a weathered wooden door with a single blank bright red plastic tag hanging from it.
◆ color_contrast ▧ documentary → proven-riff
spine:25 · gloss:84 · cat:40 · pop:60 · fid 0.11 OOD-novel
⚠ The dark vertical gap on the left side of the frame slightly dilutes the focus, but it doesn't ruin the overall impact.
compliance: clean
WIN 85
pass·63An analog car battery tester dial with its physical needle pointing to a bright red warning block.
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:70 · fid 0.12
⚠ The text labels inside the gauge are too small to read at thumbnail scale, forcing the colors to do all the communicatio
compliance: clean
WIN 85
pass·83Classic 1957 Chevrolet Bel Air
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.04 OOD-novel
⚠ If the landing page doesn't immediately explain the blue mark or the car hack, users will bounce quickly.
compliance: clean
WIN 85
pass·63Engine bay with glowing blue fluid cap
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:70 · fid 0.08 OOD-novel
⚠ The digital color-pop overlay is a well-known clickbait trope, which might trigger ad-blindness in highly tech-savvy aud
compliance: clean
WIN 85
fail·40Worn key fob with a missing physical key
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:84 · cat:100 · pop:60 · fid 0.04 OOD-novel
⚠ The heavy texture of the concrete background slightly competes with the key fob's silhouette at extreme thumbnail scales
compliance: banned:brand
WIN 85
pass·62key fob with exposed yellow interior
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.12
⚠ The black plastic body of the key fob has relatively low contrast against the dark, weathered wood background.
compliance: clean
WIN 85
pass·62stripped metallic oil plug bolt
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The critical detail of the amber oil droplet is very small and may lose its clarity and color pop at extreme thumbnail s
compliance: clean
WIN 85
pass·62two wall hooks with one missing key
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The left side of the image is slightly low-energy, but it is necessary to establish the 'before/after' or 'normal vs. tr
compliance: clean
WIN 85
pass·74Corroded battery terminal on concrete floor.
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.07 OOD-novel
⚠ The background has some dark clutter (wires, tire) that slightly reduces the clean contrast of the battery's upper silho
compliance: clean
WIN 82
pass·861957 muscle car silhouette
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The black line work is relatively thin, which can slightly fade on low-quality screens, though the solid red block saves
compliance: clean
WIN 82
marginal·42vintage car key on workbench
◆ scene_drama ▧ documentary → proven-riff
spine:25 · gloss:35 · cat:72 · pop:60 · fid 0.03 OOD-novel
⚠ The dark, heavily textured wooden background slightly reduces the contrast of the key's teeth, making the silhouette a b
compliance: clean
WIN 82
pass·65open brass padlock
◆ object_oddity ▧ documentary → novel-explore
spine:100 · gloss:35 · cat:40 · pop:60 · fid 0.12
⚠ It has a slightly sterile, stock-photo aesthetic that could feel a bit impersonal if not paired with highly compelling,
compliance: clean
WIN 82
pass·75Rusted vintage spark plug
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:88 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The muddy, low-contrast color palette of brown-on-gray can make it blend into dark feeds if scrolled too quickly.
compliance: clean
WIN 82
fail·37Expired parking meter
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.12 OOD-novel
⚠ The background is slightly busy with blurred pedestrian shapes, though the shallow depth of field mostly mitigates this.
compliance: banned:flag
WIN 82
marginal·42two identical weathered doors side-by-side
◆ scene_drama ▧ documentary → novel-explore
spine:50 · gloss:35 · cat:40 · pop:40 · fid 0.04 OOD-novel
⚠ The split focus between two identical objects slightly dilutes the immediate gaze-holding power of a single hero, though
compliance: clean
WIN 82
pass·62red steel tow hook
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The curiosity hook is slightly weak on its own without compelling copy; it's just a tow hook unless framed correctly.
compliance: clean
WIN 82
marginal·55tire pressure gauge warning
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:88 · cat:72 · pop:60 · fid 0.12
⚠ The background gravel is slightly busy, but the high contrast of the white and red gauge face successfully pulls the eye
compliance: clean
WIN 82
marginal·54analog_tire_pressure_gauge
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:84 · cat:72 · pop:60 · fid 0.12 OOD-novel
⚠ The gravel background is slightly textured, which can create minor visual noise at very small sizes.
compliance: clean
WIN 82
marginal·55blank white envelope with a red wax seal
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:40 · pop:60 · fid 0.03 OOD-novel
⚠ The triangle symbol in the wax seal is slightly too generic and loses its definition at small scales.
compliance: clean
WIN 82
pass·86A black-and-white minimalist line-art illustration of a classic station wagon with a single bright yellow-painted wheel.
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The line art is quite thin, meaning the car body outline may partially wash out on low-quality screens, leaving the yell
compliance: clean
WIN 82
pass·62A vintage analog car speedometer with its needle pointing past the numbers into a bright red warning sector.
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.12
⚠ The dark steering column or obstruction on the bottom left slightly blocks the frame, though it does add to the 'in-car'
compliance: clean
WIN 82
pass·63A vintage metal oil can with a long spout, with a single bright red drop of fluid hanging from the tip.
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:70 · fid 0.08 OOD-novel
⚠ At extreme thumbnail scales, the red droplet is small and might be missed by fast scrollers, leaving only a mundane oil
compliance: clean
WIN 82
pass·63Vintage manual gear shifter with glowing red top
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:70 · fid 0.04 OOD-novel
⚠ The left side of the frame is very dark and slightly muddy, which could lose some definition at extreme low-res, though
compliance: clean
WIN 82
pass·62Car grille with unlatched hood and yellow hook
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.03 OOD-novel
⚠ The neon hook is somewhat small in the frame; a tighter crop focusing purely on the grille and the hook would maximize t
compliance: clean
WIN 82
marginal·55Clipboard checklist with a red line strikeout
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:40 · pop:60 · fid 0.03 OOD-novel
⚠ The grimy workbench background is slightly busy, but it ultimately aids the gritty, non-ad authenticity.
compliance: clean
WIN 82
pass·67glowing red unlatched seatbelt warning light
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.12
⚠ The seatbelt icon is so universally understood that it lacks a bit of mystery compared to more obscure dashboard warning
compliance: clean
WIN 82
pass·62analog speedometer with a glowing orange needle at absolute zero
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The lack of numbers on the gauge might feel slightly too abstract or artistic for some literal-minded scroll-by users.
compliance: clean
WIN 82
pass·75manual gear shifter with yellow knob
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:84 · cat:72 · pop:70 · fid 0.04 OOD-novel
⚠ Without a highly specific headline to anchor the curiosity (e.g., explaining why the knob is yellow), the visual alone d
compliance: clean
WIN 82
pass·69Glowing red seatbelt receiver.
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:70 · fid 0.04 OOD-novel
⚠ Slightly high production quality makes it border on looking like a stock photo, but the unusual glowing element saves it
compliance: clean
WIN 78
pass·66Two identical closed wooden doors side-by-side on a white wall
◆ object_oddity ▧ surreal → novel-explore
spine:100 · gloss:48 · cat:40 · pop:40 · fid 0.07 OOD-novel
⚠ The image is slightly sterile and CG-rendered, which lacks human warmth, but for a mystery/choice hook, this clean look
compliance: clean
WIN 78
fail·44A glowing amber engine warning symbol isolated on pure black.
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:70 · fid 0.22
⚠ It is a clean digital graphic rather than a photo of a real, dusty car dashboard, which slightly reduces its raw, real-w
compliance: banned:check
WIN 78
pass·87A bright yellow tire pressure warning icon glowing on a stark background.
◆ object_oddity ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:70 · fid 0.12
⚠ The yellow-on-white color choice has slightly lower contrast than an amber-on-black dashboard style, but it still pops s
compliance: clean
WIN 78
marginal·45two identical doors
◆ color_contrast ▧ surreal → novel-explore
spine:50 · gloss:35 · cat:40 · pop:60 · fid 0.07 OOD-novel
⚠ The image has a slightly sterile, 3D-rendered aesthetic that could feel a bit like a stock photo if not paired with high
compliance: clean
WIN 78
pass·83vintage muscle car
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.04 OOD-novel
⚠ The white body of the car risks blending into white feed backgrounds, slightly softening the silhouette's impact.
compliance: clean
WIN 78
fail·36vintage expired parking meter
◆ color_contrast ▧ documentary → novel-exploit
spine:100 · gloss:35 · cat:72 · pop:70 · fid 0.12
⚠ The pure white background makes it look slightly like a sterile stock photo rather than a raw, user-generated image.
compliance: banned:flag
WIN 78
pass·72metallic tow hook
◆ color_contrast ▧ documentary → novel-exploit
spine:100 · gloss:35 · cat:72 · pop:60 · fid 0.12
⚠ The curiosity hook is somewhat low on its own; it relies heavily on the headline to explain why this specific towing hoo
compliance: clean
WIN 78
marginal·37leaking red car fluid
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:35 · cat:40 · pop:70 · fid 0.12
⚠ The lighting and depth of field are slightly too professional and cinematic, which might tip off savvy users that it is
compliance: clean
WIN 78
pass·81clipboard on car hood
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:88 · cat:100 · pop:60 · fid 0.00 OOD-novel
⚠ The paper is completely blank, which slightly reduces the realism on close inspection, though it maintains excellent hig
compliance: clean
WIN 78
pass·76Highlighted engine schematic
◆ color_contrast ▧ lineart → proven-riff
spine:75 · gloss:92 · cat:72 · pop:60 · fid 0.12
⚠ It is highly niche-specific; users with zero mechanical interest will scroll past immediately.
compliance: clean
WIN 78
fail·29Gold coin in spiderweb
◆ color_contrast ▧ surreal → novel-explore
spine:75 · gloss:35 · cat:40 · pop:80 · fid 0.15
⚠ The coin is suspiciously clean and shiny despite being suspended in a filthy, dusty web, which slightly betrays its stag
compliance: banned:money
WIN 78
pass·92glowing red unlatched seatbelt icon
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:100 · pop:60 · fid 0.13
⚠ It is a clean digital graphic rather than a raw, dusty photo of a real car dashboard, which slightly reduces its documen
compliance: clean
WIN 78
pass·83line-art 1957 Chevrolet Bel Air
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.04 OOD-novel
⚠ It borders on looking like a generic vector icon if the copy doesn't immediately ground it in a compelling hook.
compliance: clean
WIN 78
pass·86A line-art vintage sedan with a single red wheel.
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The black outlines are quite thin and risk washing out on low-contrast screens, leaving the red wheel floating in space.
compliance: clean
WIN 78
pass·62A rusty car battery with a single red clamp.
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.07 OOD-novel
⚠ The main body of the battery is dark and muddy, partially blending into the greasy garage floor at low resolution.
compliance: clean
WIN 78
fail·21An analog tire gauge with a red needle.
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The background is somewhat busy with garage clutter, which slightly dilutes the visual focus despite the shallow depth o
compliance: banned:check, logo_or_brand
WIN 78
pass·83line_art_vintage_convertible
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.04 OOD-novel
⚠ The line art of the car body is extremely thin and almost entirely washes out against the white background at small scal
compliance: clean
WIN 78
marginal·47padlock_with_blue_key
◆ color_contrast ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:100 · pop:60 · fid 0.04 OOD-novel
⚠ It borders slightly on generic stock photography, which some users might subconsciously filter out as an ad.
compliance: clean
WIN 78
pass·77key_in_glass_jar
◆ object_oddity ▧ documentary → novel-explore
spine:100 · gloss:35 · cat:100 · pop:60 · fid 0.04 OOD-novel
⚠ The key fob inside the jar is somewhat small and lacks high contrast, making it take an extra millisecond to recognize a
compliance: clean
WIN 78
pass·65vintage_phone_off_hook
◆ object_oddity ▧ documentary → novel-explore
spine:100 · gloss:35 · cat:40 · pop:60 · fid 0.04 OOD-novel
⚠ The studio-clean white background can feel slightly sterile or stock-photo-like, lacking raw, real-world grit.
compliance: clean
WIN 78
marginal·55single red paperclip on white document stack
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:40 · pop:60 · fid 0.08 OOD-novel
⚠ It has a slight stock-photo cleanliness that lacks the gritty authenticity of a real, messy document photo.
compliance: clean
WIN 78
pass·92Minimalist black-and-white line-art of a vintage 1957 classic sedan with a single glowing red headlight.
◆ object_oddity ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:100 · pop:60 · fid 0.04 OOD-novel
⚠ The clean vector style can occasionally feel a bit too much like a stock illustration, slightly reducing its raw editori
compliance: clean
WIN 78
pass·74A dark, textured plastic car key fob lying on a weathered wooden surface with its physical key blade snapped at an angle.
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.07 OOD-novel
⚠ The heavy, high-contrast texture of the wooden table competes with the silhouette of the key fob, slightly reducing its
compliance: clean
WIN 78
pass·62blue vintage car key on a rustic wooden table
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The subject is somewhat mundane on its own and heavily relies on a high-curiosity headline to convert the scroll into a
compliance: clean
WIN 78
fail·31hand-drawn solid orange circle on a plain white card
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.00 OOD-novel
⚠ It is highly abstract, meaning its success is entirely dependent on a killer headline to give the red dot immediate, hig
compliance: banned:flag
WIN 78
fail·19dollar bill caught in metal pipes
◆ object_oddity ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:40 · pop:80 · fid 0.04 OOD-novel
⚠ The background is highly cluttered with overlapping pipes, which dilutes the visual impact of the dollar bill at small s
compliance: banned:dollar, banned:money, number_present
WIN 78
pass·62Key fob with empty button cavity.
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The overall image is quite dark, causing the black plastic key fob to slightly blend into the dark wooden background at
compliance: clean
WIN 75
pass·83engine schematic with red spark plug
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.12
⚠ The line work is extremely thin and the red focal point is too small, making the overall image feel low-contrast and eas
compliance: clean
WIN 75
pass·87tire pressure warning icon
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:70 · fid 0.23
⚠ The clean, glowing vector-style illustration looks a bit like a stock graphic rather than an authentic, real-world photo
compliance: clean
WIN 75
marginal·52mechanic with blank whiteboard
◆ object_oddity ▧ documentary → novel-explore
spine:50 · gloss:35 · cat:72 · pop:60 · fid 0.00 OOD-novel
⚠ The background is highly cluttered, which slightly dilutes the visual focus, and the red arrow trick is a well-worn nati
compliance: clean
WIN 75
marginal·52two keychains on white wall
◆ color_contrast ▧ documentary → novel-explore
spine:50 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The image is slightly sterile and minimalist, which risks looking like a generic stock photo if the headline doesn't inj
compliance: clean
WIN 75
marginal·45two_doors_envelope_anomaly
◆ color_contrast ▧ surreal → novel-explore
spine:50 · gloss:35 · cat:40 · pop:60 · fid 0.07 OOD-novel
⚠ The envelope looks slightly copy-pasted/digitally placed rather than physically there, which slightly reduces the 'authe
compliance: clean
WIN 75
pass·70blown automotive spade fuse
◆ object_oddity ▧ graphic → novel-exploit
spine:100 · gloss:35 · cat:72 · pop:50 · fid 0.12
⚠ It is a bit sterile and looks like a clean studio product shot rather than a gritty, real-world photo of a blown fuse in
compliance: clean
WIN 72
pass·62classic manual gear shifter
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.00 OOD-novel
⚠ The black shift knob blends almost completely into the dark dashboard background, muddying the silhouette of the hero el
compliance: clean
WIN 72
marginal·42candid_oil_dipstick
◆ scene_drama ▧ documentary → proven-riff
spine:25 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The dipstick is very thin, meaning the actual focal point (the dirty oil) is tiny and hard to resolve at thumbnail size.
compliance: clean
WIN 72
marginal·54A rusted heavy tire iron lying alone on dry, cracked dark asphalt.
◆ object_oddity ▧ documentary → proven-riff
spine:25 · gloss:84 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ Low figure-ground contrast due to the busy, textured asphalt background swallowing the dark tool.
compliance: clean
WIN 72
pass·62A vintage mechanical wristwatch lying on dark stone with one golden gear popped completely out of its assembly.
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The overall image is very dark and low-contrast, which risks blending into dark-mode feeds or becoming muddy on low-brig
compliance: clean
WIN 68
fail·31Inspection checklist on car hood
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The text inside the red circle is completely unreadable, which might frustrate users looking for an immediate visual pay
compliance: banned:check
WIN 68
marginal·40A single shiny gold coin trapped in a dusty, intricate spiderweb in a dark corner.
◆ object_oddity ▧ documentary → novel-explore
spine:25 · gloss:48 · cat:40 · pop:70 · fid 0.08 OOD-novel
⚠ The gold disc is completely blank and small at thumbnail scale, which might make it look like a generic CGI insert rathe
compliance: clean
WIN 68
pass·75An electronic key fob with a prominent empty slot where the key belongs
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:88 · cat:72 · pop:60 · fid 0.07 OOD-novel
⚠ Low value contrast between the dark key fob and the textured grey concrete background, reducing thumbnail legibility.
compliance: clean
WIN 65
pass·74red jumper cable clamp on an empty battery terminal
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.12
⚠ Severe background clutter that swallows the main subject and reduces visual clarity at thumbnail size.
compliance: clean
WIN 62
fail·27expired parking meter
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:84 · cat:72 · pop:60 · fid 0.11 OOD-novel
⚠ The background street scene is slightly too busy despite the heavy depth-of-field blur.
compliance: banned:flag
WIN 62
pass·74candid vintage mechanical bumper jack on garage floor
◆ scene_drama ▧ documentary → proven-riff
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.00 OOD-novel
⚠ The overall image is very dark and muddy, lacking the sharp figure-ground separation needed to instantly grab attention
compliance: clean
WIN 62
pass·75A heavily rusted mechanical car jack supporting a classic wheel
◆ scene_drama ▧ documentary → proven-riff
spine:75 · gloss:84 · cat:72 · pop:70 · fid 0.04 OOD-novel
⚠ Terrible figure-ground contrast; the rusty jack is the same value and color family as the filthy garage floor.
compliance: clean
WIN 62
marginal·52An old tarnished metal oil funnel with an amber drop hanging from it
◆ scene_drama ▧ documentary → proven-riff
spine:50 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The lack of color pop and the fact that the key storytelling element—the oil drip—is too small to be noticed at thumbnai
compliance: clean
WIN 55
pass·74rusted mechanical car jack
◆ scene_drama ▧ documentary → proven-riff
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.00 OOD-novel
⚠ Poor figure-ground contrast; the dark, rusty hero blends into the dark, dirty background.
compliance: clean
WIN 45
pass·89tire pressure warning light
◆ format_mimicry ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:80 · fid 0.17
⚠ It is a clean vector graphic on a sterile black background; a real, slightly dusty photo of an actual car dashboard with
compliance: clean
WIN 42
pass·62A vintage metal oil can featuring a single bright yellow hazard stripe
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Poor figure-ground contrast and overall low brightness make it a muddy blob at 240x135.
compliance: clean
WIN 38
pass·89unlatched seatbelt buckle
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:100 · pop:40 · fid 0.08 OOD-novel
⚠ Sterile vector/clipart style that screams 'instructional diagram' or 'corporate ad' rather than organic content.
compliance: clean
WIN 38
pass·62key fob with low battery warning
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.00 OOD-novel
⚠ Severe lack of value contrast between the hero object and the background, causing it to blend into the wood grain.
compliance: clean
WIN 35
marginal·42A simple fork in a dusty dirt road from a high-angle view
◆ scene_drama ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Extreme cliché factor and muddy, low-contrast color palette that fails to pop in a fast-scrolling feed.
compliance: clean
WIN 35
fail·31A ring of five silver keys and one single bright yellow key.
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Over-styled conceptual stock aesthetic makes it look like a generic B2B banner ad rather than a native content recommend
compliance: number_present
WIN 35
marginal·52vintage mechanical car key
◆ color_contrast ▧ documentary → proven-riff
spine:50 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ Extreme cliché factor combined with low figure-ground contrast against the busy, dark wood background.
compliance: clean
WIN 35
pass·65lightbulb locked in a wire cage
◆ color_contrast ▧ surreal → novel-explore
spine:100 · gloss:35 · cat:40 · pop:60 · fid 0.04 OOD-novel
⚠ The clinical, perfect studio-white background immediately signals 'advertisement' to scrolling users.
compliance: clean
WIN 35
marginal·57windshield impact crack
◆ color_contrast ▧ documentary → novel-exploit
spine:50 · gloss:35 · cat:100 · pop:60 · fid 0.17
⚠ Total lack of real-world context; the absolute black background makes it look like a clean digital asset rather than a r
compliance: clean
WIN 35
marginal·57gold coin in spiderweb
◆ object_oddity ▧ surreal → novel-explore
spine:75 · gloss:35 · cat:40 · pop:70 · fid 0.08 OOD-novel
⚠ The gold disk is completely blank and perfectly clean, destroying any illusion of a real, authentic 'found' object in a
compliance: clean
WIN 35
marginal·57coffee cup with red circle stamp
◆ color_contrast ▧ documentary → novel-explore
spine:50 · gloss:35 · cat:100 · pop:60 · fid 0.03 OOD-novel
⚠ The image is too cozy and aspirational; it lacks any visual tension or compelling reason to stop scrolling.
compliance: clean
WIN 35
pass·89A line-art modern SUV with a yellow steering wheel.
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:100 · pop:40 · fid 0.04 OOD-novel
⚠ The critical focal point (the yellow highlight) is far too small to register or carry any meaning at thumbnail scale.
compliance: clean
WIN 35
pass·59key_fob_empty_slot
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:40 · fid 0.00 OOD-novel
⚠ Zero emotional tension or curiosity hook; it's just a passive, pretty picture of a key.
compliance: clean
WIN 35
pass·62vintage_oil_can_drop
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Severe lack of figure-ground contrast; the hero object is swallowed by a busy, similarly-colored background.
compliance: clean
WIN 35
fail·40A wooden clipboard resting on a car hood, containing a blank sheet of paper with a single large red checkmark drawn on it.
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:88 · cat:100 · pop:60 · fid 0.08 OOD-novel
⚠ Generic stock-photo aesthetic that triggers instant banner blindness.
compliance: banned:check
WIN 35
pass·86line-art classic vintage car with one red tire
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:60 · fid 0.12
⚠ The vector-illustration style makes it look like a stock icon or a generic banner ad rather than a real, high-stakes pho
compliance: clean
WIN 35
pass·62car key fob with a glowing red battery symbol
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The polished, moody stock-photo aesthetic and poor value contrast between the black fob and the dark slate background.
compliance: clean
WIN 35
fail·26two side-by-side white mailboxes with one red flag up
◆ color_contrast ▧ documentary → novel-explore
spine:25 · gloss:84 · cat:72 · pop:50 · fid 0.08 OOD-novel
⚠ Complete lack of tension or urgency; it is too cozy and passive.
compliance: banned:flag
WIN 35
pass·86Vintage motorcycle line-art with a single red wire.
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ Extremely thin line weight that lacks contrast and presence at small scales.
compliance: clean
WIN 32
marginal·39two identical doors
◆ object_oddity ▧ surreal → novel-explore
spine:25 · gloss:35 · cat:72 · pop:40 · fid 0.00 OOD-novel
⚠ The extreme sterility and lack of human element make it look like a boring corporate or real estate ad.
compliance: clean
WIN 32
pass·83black-ink line-art muscle car
◆ object_oddity ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.00 OOD-novel
⚠ Total lack of tension or scroll-stopping curiosity; it is too clean and inert.
compliance: clean
WIN 32
marginal·42fork in a dirt road
◆ scene_drama ▧ surreal → novel-explore
spine:25 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The artificial mirror-image symmetry destroys any illusion of a real, raw, or documentary-style photograph.
compliance: clean
WIN 30
fail·41parking meter flag
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.17
⚠ The flat, stylized vector icon aesthetic screams 'advertisement' rather than an organic piece of content.
compliance: banned:flag
WIN 30
marginal·50pristine white tooth in gears
◆ object_oddity ▧ surreal → novel-explore
spine:50 · gloss:48 · cat:40 · pop:70 · fid 0.00 OOD-novel
⚠ The glossy, clean 3D-rendered execution screams 'produced advertisement' rather than authentic native content.
compliance: clean
WIN 30
marginal·50glowing smartphone in a cage
◆ object_oddity ▧ surreal → novel-explore
spine:50 · gloss:48 · cat:40 · pop:70 · fid 0.04 OOD-novel
⚠ The sterile, over-polished 3D render aesthetic destroys native authenticity.
compliance: clean
WIN 30
marginal·39Two identical plain wooden doors, with one having a bright red handle.
◆ object_oddity ▧ surreal → novel-explore
spine:25 · gloss:48 · cat:40 · pop:60 · fid 0.04 OOD-novel
⚠ The overly polished, sterile 3D render style that lacks real-world grit or authenticity.
compliance: clean
WIN 30
pass·81A glowing red seatbelt warning icon on a clean dark interface.
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:48 · cat:100 · pop:60 · fid 0.17
⚠ Sterile, over-designed vector aesthetic that lacks real-world context or documentary grit.
compliance: clean
WIN 30
marginal·50A classic retro mechanical car key locked inside a heavy metal padlock cage.
◆ object_oddity ▧ surreal → novel-explore
spine:50 · gloss:35 · cat:72 · pop:50 · fid 0.08 OOD-novel
⚠ The sterile, generic stock-photo aesthetic that completely lacks human authenticity.
compliance: clean
WIN 30
pass·93glowing unlatched seatbelt icon
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:100 · pop:70 · fid 0.23
⚠ It looks like a generic vector icon or dashboard warning light graphic rather than a real, organic photo.
compliance: clean
WIN 30
fail·44engine warning light
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:70 · fid 0.12
⚠ It is a sterile vector graphic instead of a real, gritty photo of a dashboard or car engine.
compliance: banned:check
WIN 30
pass·82Unlatched seatbelt symbol
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:48 · cat:100 · pop:70 · fid 0.17
⚠ It is a sterile digital graphic rather than a real, authentic photograph.
compliance: clean
WIN 30
pass·77A heavy-duty orange tow hook.
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:40 · pop:40 · fid 0.22
⚠ It is a sterile vector graphic instead of a real, gritty photograph of a heavy-duty crane hook.
compliance: clean
WIN 30
fail·37analog_speedometer_maxed
◆ object_oddity ▧ graphic → novel-exploit
spine:100 · gloss:48 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The overly clean, glossy vector-illustration style that lacks real-world texture or authenticity.
compliance: number_present
WIN 30
pass·86analog temperature gauge with needle in red zone
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:60 · fid 0.12
⚠ It is a flat, artificial vector graphic instead of a real-world, authentic photograph.
compliance: clean
WIN 30
pass·83three simple keyholes with one glowing yellow
◆ color_contrast ▧ graphic → novel-explore
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.22
⚠ Complete lack of real-world texture or authenticity; it is obviously a designed vector graphic.
compliance: clean
WIN 30
marginal·49Two identical doors, one with a bright blue handle
◆ object_oddity ▧ documentary → novel-explore
spine:50 · gloss:48 · cat:40 · pop:60 · fid 0.04 OOD-novel
⚠ The over-polished, artificial render style combined with the fact that the key differentiator (the blue handle) shrinks
compliance: clean
WIN 30
fail·44line-art dashboard schematic with glowing yellow oil can icon
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:70 · fid 0.12
⚠ The vector clipart style lacks the urgency and grit of a real photo of a dashboard warning light.
compliance: number_present
WIN 30
fail·33A glowing amber engine warning light on a blacked-out panel
◆ color_contrast ▧ graphic → novel-exploit
spine:75 · gloss:48 · cat:72 · pop:70 · fid 0.08 OOD-novel
⚠ The vector-perfect, clean digital render style immediately flags it as a commercial advertisement rather than a real-lif
compliance: banned:check
WIN 30
pass·93A simple graphic of an unlatched seatbelt buckle glowing bright red
◆ format_mimicry ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:100 · pop:70 · fid 0.18
⚠ Too clean and digital; lacks the authentic texture of a real car dashboard photo.
compliance: clean
WIN 30
marginal·49Two identical gray doors side-by-side with one slightly open showing yellow light
◆ color_contrast ▧ surreal → novel-explore
spine:50 · gloss:48 · cat:40 · pop:60 · fid 0.04 OOD-novel
⚠ The overly clean, clinical CGI look that screams 'designed advertisement' rather than authentic content.
compliance: clean
WIN 28
pass·86fuel gauge needle
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:60 · fid 0.18
⚠ Sterile, abstract vector styling that instantly signals 'designed advertisement' to the user.
compliance: clean
WIN 28
pass·86A classic analog fuel gauge needle pointing past empty with a glowing red warning light.
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:60 · fid 0.17
⚠ The sterile, corporate stock-vector aesthetic completely lacks authenticity.
compliance: clean
WIN 28
marginal·49two identical closed doors
◆ color_contrast ▧ surreal → novel-explore
spine:50 · gloss:48 · cat:40 · pop:60 · fid 0.08 OOD-novel
⚠ The clinical, rendered aesthetic and the microscopic scale of the colored handles which are supposed to drive the curios
compliance: clean
WIN 28
pass·75Two identical keyholes, one glowing red.
◆ color_contrast ▧ surreal → novel-explore
spine:100 · gloss:48 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The glossy, corporate-tech aesthetic that completely lacks native authenticity.
compliance: clean
WIN 25
pass·77A single bright red shingle flying off a dark grey roof
◆ color_contrast ▧ graphic → novel-explore
spine:100 · gloss:92 · cat:40 · pop:40 · fid 0.08 OOD-novel
⚠ It is a clean, sterile vector illustration instead of a real photograph, making it instantly recognizable as an advertis
compliance: clean
WIN 25
pass·92unlatched seatbelt buckle
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:100 · pop:60 · fid 0.12
⚠ Slick, digital vector aesthetic that feels like a stock illustration rather than a real photo.
compliance: clean
WIN 25
pass·83stark fork in a road
◆ color_contrast ▧ graphic → novel-explore
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.13
⚠ Extremely abstract and corporate vector style that lacks native authenticity.
compliance: clean
WIN 25
fail·41flat schematic maze with blue vintage car
◆ format_mimicry ▧ graphic → proven-riff
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.08 OOD-novel
⚠ The microscopic size of the blue car makes the maze feel completely purposeless and generic at first glance.
compliance: banned:brand
WIN 25
pass·77single red flagged document
◆ color_contrast ▧ graphic → novel-explore
spine:100 · gloss:92 · cat:40 · pop:40 · fid 0.08 OOD-novel
⚠ The sterile, glossy 3D vector aesthetic immediately flags it as a corporate advertisement.
compliance: clean
WIN 25
pass·75fuel gauge pointing to empty
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:48 · cat:72 · pop:60 · fid 0.22
⚠ It is a clean, digital vector graphic rather than a real-world photograph, instantly triggering banner blindness.
compliance: clean
WIN 25
pass·89unlatched seatbelt icon
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:100 · pop:40 · fid 0.12
⚠ It is a sterile, designed vector graphic rather than a real, high-tension photo.
compliance: clean
WIN 25
pass·83Car fuel gauge on empty
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.12
⚠ The over-polished, artificial vector style completely lacks real-world authenticity.
compliance: clean
WIN 25
pass·69A red envelope among white envelopes.
◆ color_contrast ▧ graphic → novel-explore
spine:100 · gloss:48 · cat:40 · pop:60 · fid 0.04 OOD-novel
⚠ The clinical, vector-like perfection of the image makes it look like stock vector art, which users instantly filter out
compliance: clean
WIN 25
pass·77A single red leaf falling from a black-and-white tree silhouette.
◆ color_contrast ▧ graphic → novel-explore
spine:100 · gloss:92 · cat:40 · pop:40 · fid 0.08 OOD-novel
⚠ The clinical, vector-art style lacks any native authenticity or emotional urgency.
compliance: clean
WIN 25
pass·62apple_carton_anomaly
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Over-staged, sterile stock-photo aesthetic that lacks any real-world authenticity or raw curiosity.
compliance: clean
WIN 25
pass·83vintage classic truck line art with red lug nut
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.08 OOD-novel
⚠ The thin-line vector style has zero physical presence or urgency, making it look completely artificial and easy to ignor
compliance: clean
WIN 25
pass·83yellow warning triangle with flat tire silhouette
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.22
⚠ Sterile vector icon style that triggers instant banner blindness.
compliance: clean
WIN 25
pass·81mechanical car key with neon yellow missing piece
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:30 · fid 0.08 OOD-novel
⚠ Sterile vector/clip-art aesthetic that lacks any human element or native authenticity.
compliance: clean
WIN 25
marginal·45A row of white envelopes containing a single bright red envelope in the center
◆ color_contrast ▧ graphic → novel-explore
spine:50 · gloss:35 · cat:40 · pop:60 · fid 0.08 OOD-novel
⚠ Extreme stock-photo sterility and lack of real-world authenticity.
compliance: clean
WIN 22
pass·59A vintage brass mechanical car key on a worn wooden table
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:40 · fid 0.00 OOD-novel
⚠ Severe lack of value contrast and visual tension; it looks like a generic stock photo for a self-help blog.
compliance: clean
WIN 22
pass·89minimalist maze
◆ color_contrast ▧ graphic → proven-riff
spine:100 · gloss:92 · cat:100 · pop:40 · fid 0.18
⚠ The extreme lack of scale for the red car, rendering the entire concept inert at a glance.
compliance: clean
WIN 22
pass·66engine block schematic
◆ color_contrast ▧ lineart → proven-riff
spine:50 · gloss:92 · cat:72 · pop:60 · fid 0.12
⚠ The line weight is far too thin to survive the thumbnail shrink, and the sterile vector aesthetic is an instant scroll-p
compliance: clean
WIN 22
pass·80one red brick in grey wall
◆ color_contrast ▧ graphic → novel-explore
spine:100 · gloss:92 · cat:40 · pop:60 · fid 0.12
⚠ It lacks any real-world authenticity, looking like a flat, designed PowerPoint graphic rather than a native photo.
compliance: clean
WIN 22
pass·72fork in the road
◆ color_contrast ▧ surreal → novel-explore
spine:100 · gloss:48 · cat:72 · pop:40 · fid 0.17
⚠ Extreme sterile stock-photo aesthetic that instantly triggers banner blindness.
compliance: clean
WIN 22
pass·64engine schematic with yellow spark plug
◆ color_contrast ▧ lineart → proven-riff
spine:50 · gloss:92 · cat:72 · pop:50 · fid 0.04 OOD-novel
⚠ Whisper-thin line work that completely disappears at mobile feed sizes, rendering the visual hook useless.
compliance: clean
WIN 22
pass·83single bright yellow key on keychain
◆ color_contrast ▧ graphic → novel-explore
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.08 OOD-novel
⚠ Sterile, corporate vector aesthetic that screams 'stock advertisement'.
compliance: clean
WIN 22
pass·67classic blue car at a road fork
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.04 OOD-novel
⚠ Complete absence of an open loop or emotional tension; it's just a clean car photo.
compliance: clean
WIN 22
pass·89minimalist_maze_with_hatchback
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:100 · pop:40 · fid 0.12
⚠ Ultra-thin line weights that turn into a blurry gray grid at thumbnail scale, combined with a highly clinical, non-nativ
compliance: clean
WIN 22
pass·86line-art dashboard outline with red battery icon
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The lines are too thin to survive thumbnail scaling, and the crucial red warning light hook is virtually invisible at 24
compliance: clean
WIN 22
pass·89blue station wagon in a white maze graphic
◆ object_oddity ▧ graphic → proven-riff
spine:100 · gloss:92 · cat:100 · pop:40 · fid 0.17
⚠ The clinical, sterile stock-vector aesthetic that screams 'corporate advertisement'.
compliance: clean
WIN 22
fail·44blue steering wheel with a blank red warning tag
◆ color_contrast ▧ graphic → proven-riff
spine:100 · gloss:92 · cat:100 · pop:40 · fid 0.26
⚠ The clean, corporate vector art style screams 'advertisement' and completely lacks native authenticity.
compliance: banned:price
WIN 22
pass·83three identical keyholes with one blue key inserted
◆ object_oddity ▧ graphic → novel-explore
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.04 OOD-novel
⚠ It is a sterile, designed vector graphic that instantly triggers banner blindness.
compliance: clean
WIN 22
pass·73An analog dial needle pegged past the limit into a blank red zone
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:48 · cat:72 · pop:50 · fid 0.12
⚠ The overly polished, artificial vector aesthetic that makes it look like a standard corporate banner ad asset.
compliance: clean
WIN 22
marginal·42A single gleaming gold key on a rack filled with old rusty keys
◆ color_contrast ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Extreme stock-photo cliché vibe that lacks any real-world grit, urgency, or authentic curiosity.
compliance: clean
WIN 20
marginal·49Two identical doors with ribbon
◆ object_oddity ▧ surreal → novel-explore
spine:50 · gloss:48 · cat:40 · pop:60 · fid 0.03 OOD-novel
⚠ The hyper-clean, artificial 3D render aesthetic that screams 'stock photo advertisement'.
compliance: clean
WIN 18
pass·83vintage muscle car
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.04 OOD-novel
⚠ Complete lack of emotional tension or curiosity hook; it is a passive, decorative line drawing.
compliance: clean
WIN 15
pass·89A simple flat vector maze with one blue car at the entrance
◆ object_oddity ▧ graphic → proven-riff
spine:100 · gloss:92 · cat:100 · pop:40 · fid 0.08 OOD-novel
⚠ The key element (the blue car) is microscopic at thumbnail scale, leaving only a boring, abstract maze graphic.
compliance: clean
WIN 15
pass·811969 Chevrolet Camaro line art
◆ object_oddity ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:30 · fid 0.00 OOD-novel
⚠ Complete lack of real-world authenticity and tension; it is a sterile, empty line drawing.
compliance: clean
WIN 15
pass·83A flat fuel gauge needle pointing past empty with a glowing red dot
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.22
⚠ Total lack of a concrete, real-world object or human element, making it look like a sterile digital illustration.
compliance: clean
WIN 15
pass·81yellow key on keychain
◆ color_contrast ▧ graphic → novel-exploit
spine:100 · gloss:92 · cat:72 · pop:30 · fid 0.22
⚠ It is a clean vector graphic instead of a real, authentic photograph, destroying any chance of native feel.
compliance: clean
WIN 15
pass·67house with single red shingle
◆ color_contrast ▧ graphic → novel-explore
spine:75 · gloss:92 · cat:40 · pop:40 · fid 0.04 OOD-novel
⚠ Completely lacks any human element, tension, or native authenticity; it looks like a generic corporate icon.
compliance: clean
WIN 15
pass·66A single bright red drop of fluid dripping onto a pristine white floor.
◆ color_contrast ▧ surreal → novel-explore
spine:100 · gloss:48 · cat:40 · pop:40 · fid 0.12
⚠ Sterile, glossy 3D aesthetic that screams 'designed corporate ad' with zero real-world tension.
compliance: clean
WIN 15
pass·81minimalist fork in the road
◆ color_contrast ▧ graphic → novel-explore
spine:100 · gloss:92 · cat:72 · pop:30 · fid 0.08 OOD-novel
⚠ The sterile, flat vector art style which screams 'stock illustration' rather than authentic native content.
compliance: clean
WIN 15
fail·411957 Chevrolet Bel Air
◆ none_clear ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:30 · fid 0.00 OOD-novel
⚠ Complete lack of tension, curiosity, or realistic texture; it is a sterile line drawing.
compliance: logo_or_brand
WIN 15
pass·811957 Chevrolet Bel Air
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:30 · fid 0.04 OOD-novel
⚠ Total lack of texture, tension, or curiosity—it is a sterile, empty line drawing with no hook.
compliance: clean
WIN 15
pass·89car decision maze
◆ color_contrast ▧ graphic → proven-riff
spine:100 · gloss:92 · cat:100 · pop:40 · fid 0.13
⚠ The tiny red element is completely unreadable at thumbnail scale, leaving only a boring, low-effort black-and-white maze
compliance: clean
WIN 15
pass·81line-art antique keys with one yellow anomaly
◆ color_contrast ▧ lineart → novel-explore
spine:100 · gloss:92 · cat:72 · pop:30 · fid 0.13
⚠ The sterile, vector-illustration style that screams 'stock asset' rather than a real-world story.
compliance: clean
WIN 15
pass·89A stark black-and-white flat graphic labyrinth with a tiny blue classic car at the entrance and a single bright red barrier blocking the exit.
◆ color_contrast ▧ graphic → proven-riff
spine:100 · gloss:92 · cat:100 · pop:40 · fid 0.12
⚠ The abstract vector style immediately registers as a boring banner ad, triggering instant scroll-past.
compliance: clean
WIN 15
pass·77five metal washers with one coated in neon green
◆ color_contrast ▧ graphic → novel-explore
spine:100 · gloss:92 · cat:40 · pop:40 · fid 0.08 OOD-novel
⚠ Sterile, abstract vector styling that screams 'designed ad' and lacks native authenticity.
compliance: clean
WIN 15
pass·83vintage pickup truck
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.08 OOD-novel
⚠ Complete lack of real-world texture and native authenticity; it screams 'clip-art graphic' which users instantly filter
compliance: clean
WIN 15
pass·80Stark profile line-art of a classic sedan on pure white background
◆ none_clear ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:20 · fid 0.04 OOD-novel
⚠ Total absence of a curiosity hook or tension—it is completely passive.
compliance: clean
WIN 15
pass·83Stark black-ink car battery diagram with a glowing yellow lightning bolt
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.04 OOD-novel
⚠ The clinical, non-native vector art style that instantly signals 'uninteresting ad or stock graphic'.
compliance: clean
WIN 12
pass·77unequal balancing scale
◆ color_contrast ▧ graphic → novel-explore
spine:100 · gloss:92 · cat:40 · pop:40 · fid 0.12
⚠ The flat, corporate vector art style immediately screams 'advertisement' or 'boring stock graphic' to the scrolling user
compliance: clean
WIN 12
pass·89car decision maze
◆ object_oddity ▧ graphic → proven-riff
spine:100 · gloss:92 · cat:100 · pop:40 · fid 0.08 OOD-novel
⚠ The critical element (the car) is too microscopic to read at thumbnail size, leaving only a sterile, unengaging vector m
compliance: clean
WIN 12
pass·87Minimalist decision maze
◆ object_oddity ▧ graphic → proven-riff
spine:100 · gloss:92 · cat:100 · pop:30 · fid 0.08 OOD-novel
⚠ The critical storytelling element (the car) is too small to be resolved, leaving only a boring, sterile corporate graphi
compliance: clean
WIN 12
pass·77red-highlighted cracked pipe
◆ color_contrast ▧ lineart → novel-explore
spine:100 · gloss:92 · cat:40 · pop:40 · fid 0.12
⚠ Sterile, ultra-thin vector line-art that completely washes out at small sizes and carries zero emotional weight.
compliance: clean
WIN 12
pass·87flat maze with blue car
◆ object_oddity ▧ graphic → proven-riff
spine:100 · gloss:92 · cat:100 · pop:30 · fid 0.13
⚠ Thin, low-contrast vector lines that disappear at thumbnail size, combined with a generic clip-art aesthetic.
compliance: clean
WIN 12
pass·89A simple maze containing a single station wagon.
◆ object_oddity ▧ graphic → proven-riff
spine:100 · gloss:92 · cat:100 · pop:40 · fid 0.08 OOD-novel
⚠ The critical focal point (the car) is far too small to be resolved at mobile feed scroll speed.
compliance: clean
WIN 12
pass·75A red pushpin on a blank calendar page.
◆ color_contrast ▧ graphic → novel-explore
spine:100 · gloss:92 · cat:40 · pop:30 · fid 0.17
⚠ An overly clean, corporate aesthetic that lacks any human element, raw curiosity, or native authenticity.
compliance: clean
WIN 12
pass·77simple labyrinth graphic with blue station wagon
◆ object_oddity ▧ graphic → proven-riff
spine:100 · gloss:92 · cat:40 · pop:40 · fid 0.08 OOD-novel
⚠ The critical storytelling element (the car) is microscopic and completely invisible at thumbnail scale.
compliance: clean
WIN 12
fail·34A green dollar bill tightly rolled up and jammed into a joint of a grey industrial plumbing pipe system.
◆ object_oddity ▧ graphic → novel-explore
spine:100 · gloss:48 · cat:40 · pop:60 · fid 0.12
⚠ The glossy, sterile 3D stock illustration style that immediately triggers ad-blindness.
compliance: banned:dollar, banned:money
WIN 12
pass·92Stark maze vector with trapped blue car
◆ object_oddity ▧ graphic → proven-riff
spine:100 · gloss:92 · cat:100 · pop:60 · fid 0.08 OOD-novel
⚠ The over-designed, sterile vector aesthetic that immediately signals 'uninteresting advertisement' to the user's brain.
compliance: clean
WIN 12
pass·92minimalist 2D maze with car icon
◆ color_contrast ▧ graphic → proven-riff
spine:100 · gloss:92 · cat:100 · pop:60 · fid 0.23
⚠ The key focal point (the red car) is too small to read, leaving only a generic, boring vector maze that screams 'corpora
compliance: clean
WIN 12
pass·81minimalist paving stone path split
◆ color_contrast ▧ graphic → novel-explore
spine:100 · gloss:92 · cat:72 · pop:30 · fid 0.12
⚠ Sterile, abstract vector art style that lacks any real-world texture, urgency, or native feel.
compliance: clean
WIN 12
pass·65wooden pegboard with single red peg
◆ color_contrast ▧ graphic → novel-explore
spine:100 · gloss:35 · cat:40 · pop:60 · fid 0.08 OOD-novel
⚠ Extremely cliché, sterile stock-photo aesthetic that screams 'advertisement'.
compliance: clean
WIN 12
pass·92Top-down schematic maze with a single red vintage coupe trapped inside
◆ color_contrast ▧ graphic → proven-riff
spine:100 · gloss:92 · cat:100 · pop:60 · fid 0.17
⚠ The maze lines create extreme visual noise that turns to mush at scale, while the conceptual 'stock illustration' style
compliance: clean
WIN 12
marginal·52A plain white clock face with no hands and a single glowing yellow dot
◆ color_contrast ▧ surreal → novel-explore
spine:75 · gloss:35 · cat:40 · pop:40 · fid 0.04 OOD-novel
⚠ Extremely low figure-ground contrast combined with a complete lack of urgency or tension.
compliance: clean
WIN 12
pass·92Yellow vintage car decision maze.
◆ color_contrast ▧ graphic → proven-riff
spine:100 · gloss:92 · cat:100 · pop:60 · fid 0.17
⚠ Extreme visual noise and microscopic scale of the key elements, turning the entire ad into a gray blur.
compliance: clean