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