WIN 72
fail·38bright yellow parking boot on wheel
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:84 · cat:72 · pop:70 · fid 0.07 OOD-novel
⚠ Slightly busy street background dilutes the focal point.
compliance: logo_or_brand
WIN 72
pass·69A blank bright yellow envelope tucked under a windshield wiper
◆ format_mimicry ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:100 · pop:70 · fid 0.07 OOD-novel
⚠ Clean lighting feels slightly staged rather than a raw smartphone snap.
compliance: clean
WIN 72
fail·31glowing amber check engine dashboard light
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:70 · fid 0.12
⚠ The central icon is somewhat small within the frame, reducing its immediate visual punch at a glance.
compliance: banned:check
WIN 72
pass·70Blank yellow paper note under a windshield wiper
◆ scene_drama ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:80 · fid 0.08 OOD-novel
⚠ The yellow paper is completely blank, which might feel slightly artificial upon closer inspection.
compliance: clean
WIN 68
marginal·57front door with bright yellow warning tag
◆ format_mimicry ▧ documentary → novel-explore
spine:50 · gloss:35 · cat:100 · pop:60 · fid 0.04 OOD-novel
⚠ The soft, pleasant suburban background slightly dilutes the urgency and tension of the door tag.
compliance: clean
WIN 68
marginal·57A clean, bright yellow metal towing eye bolt threaded into a car's front bumper.
◆ object_oddity ▧ documentary → novel-exploit
spine:50 · gloss:35 · cat:100 · pop:60 · fid 0.08 OOD-novel
⚠ Some non-car owners might not immediately recognize what the tow hook is or why it matters.
compliance: clean
WIN 68
fail·38Tire valve stem with a bright yellow low-pressure cap
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:88 · cat:72 · pop:70 · fid 0.12
⚠ It lacks a direct sense of active danger or motion, appearing somewhat static.
compliance: logo_or_brand
WIN 68
pass·74translucent engine coolant reservoir tank with fluid below the fill line
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.12
⚠ The surrounding engine bay is slightly cluttered, which mildly diffuses the central focus.
compliance: clean
WIN 68
pass·62Bright orange metal tow hook screwed into a front bumper
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Relies heavily on the accompanying headline to establish the exact angle.
compliance: clean
WIN 68
pass·67Metal clipboard with a blank page featuring a red circular stamp outline
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.04 OOD-novel
⚠ The empty red circle lacks a specific, recognizable symbol inside, which may slightly blunt the immediate narrative hook
compliance: clean
WIN 68
pass·82A neon pink blank sticky note stuck to the center of a clean steering wheel.
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:88 · cat:100 · pop:70 · fid 0.11 OOD-novel
⚠ The note being completely blank can feel slightly artificial upon closer inspection.
compliance: clean
WIN 68
fail·27Expired parking meter with a solid red violation flag
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:84 · cat:72 · pop:60 · fid 0.11 OOD-novel
⚠ The blurred background elements are slightly busy and could be cleaner.
compliance: banned:flag
WIN 68
fail·27analog parking meter
◆ color_contrast ▧ documentary → proven-riff
spine:25 · gloss:84 · cat:72 · pop:60 · fid 0.12
⚠ The background pedestrians, though blurred, still add minor visual noise.
compliance: banned:flag
WIN 68
pass·62Bright red emergency window-breaker tool
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The camera angle is slightly too wide, leaving unnecessary empty space on the left and right.
compliance: clean
WIN 68
pass·59yellow slip under window seal
◆ color_contrast ▧ documentary → proven-riff
spine:50 · gloss:35 · cat:100 · pop:70 · fid 0.12
⚠ The silver car body lacks extreme contrast, slightly softening the overall visual pop.
compliance: clean
WIN 68
marginal·50Single pristine unlit orange road flare on asphalt
◆ color_contrast ▧ documentary → novel-exploit
spine:0 · gloss:84 · cat:100 · pop:60 · fid 0.12
⚠ The object is somewhat ambiguous, which might fail to convert curiosity into a high CTR without the right headline.
compliance: clean
WIN 68
pass·63White envelope with a bright red wax seal on a dashboard
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:72 · pop:70 · fid 0.03 OOD-novel
⚠ The background road is somewhat generic and slightly dilutes the cinematic tension.
compliance: clean
WIN 68
pass·77Bright yellow parking boot wheel clamp on a clean sedan wheel
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:84 · cat:72 · pop:80 · fid 0.08 OOD-novel
⚠ The focal point of the yellow boot is relatively small within the overall frame, reducing its immediate visual punch.
compliance: clean
WIN 68
pass·76An orange tire pressure warning symbol illuminated on a clean car dashboard.
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:88 · cat:72 · pop:70 · fid 0.12
⚠ The warning icon is relatively small in the frame, leaving a bit too much dead space around the steering wheel.
compliance: clean
WIN 68
marginal·55envelope with red wax seal
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:40 · pop:60 · fid 0.03 OOD-novel
⚠ The lighting and wood background feel slightly too clean, bordering on stock photography.
compliance: clean
WIN 68
pass·62yellow tire pressure warning icon
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.12
⚠ The warning symbol is relatively small in the frame and could be cropped tighter.
compliance: clean
WIN 68
fail·22Glow of a single illuminated dashboard symbol
◆ color_contrast ▧ documentary → proven-riff
spine:25 · gloss:35 · cat:72 · pop:80 · fid 0.08 OOD-novel
⚠ The critical yellow warning icon occupies only a small percentage of the total image area.
compliance: banned:check
WIN 68
pass·82Blank bright yellow roadside assistance card on a car seat
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:88 · cat:100 · pop:70 · fid 0.12
⚠ The envelope is completely blank, which can look slightly staged under close scrutiny.
compliance: clean
WIN 68
pass·65yellow bumper tow hook
◆ object_oddity ▧ documentary → novel-exploit
spine:50 · gloss:84 · cat:72 · pop:70 · fid 0.08 OOD-novel
⚠ The left side of the image contains dead, blurry background space that dilutes the focal point.
compliance: clean
WIN 68
pass·69A blank, bright yellow envelope resting alone on a clean car passenger seat.
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:100 · pop:70 · fid 0.12 OOD-novel
⚠ The left side of the frame is somewhat busy with the dashboard and window glare.
compliance: clean
WIN 68
marginal·35single yellow folder in grey files
◆ color_contrast ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:40 · pop:60 · fid 0.12
⚠ The image feels slightly sterile and stock-like, lacking human elements.
compliance: clean
WIN 65
marginal·54hazard safety cone
◆ object_oddity ▧ documentary → proven-riff
spine:25 · gloss:84 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The background is a bit too clean and peaceful, lowering the sense of urgent danger.
compliance: clean
WIN 65
marginal·47Bright yellow padlock on a clean steel chain
◆ color_contrast ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:100 · pop:60 · fid 0.08 OOD-novel
⚠ The background is soft and lacks a compelling narrative element to deepen the curiosity hook.
compliance: clean
WIN 65
fail·37Worn tire tread wear bar indicator
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.12
⚠ The yellow focal point is relatively small within the overall frame.
compliance: banned:check
WIN 65
pass·74Bright red jumper cable clamp on a grounding bolt
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The busy, textured engine background slightly dilutes the focal point.
compliance: clean
WIN 65
fail·31amber check engine indicator
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:70 · fid 0.08 OOD-novel
⚠ Slightly busy dashboard framing distracts from the central icon.
compliance: banned:check, number_present
WIN 65
pass·62yellow bumper tow hook
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The image lacks a clear conceptual narrative or urgency beyond its strong visual contrast.
compliance: clean
WIN 65
fail·21A single, bright neon-green drop of fresh coolant liquid on a pristine, light-grey concrete garage floor.
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:35 · cat:72 · pop:60 · fid 0.12 OOD-novel
⚠ The green droplet is quite small in the frame.
compliance: banned:free
WIN 65
fail·21A glowing orange engine-shaped warning icon on a clean dashboard in daylight.
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:35 · cat:72 · pop:70 · fid 0.11 OOD-novel
⚠ The glowing icon is relatively small in the frame and may not register instantly during a fast scroll.
compliance: banned:check
WIN 65
pass·59single red key on empty pegboard
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:72 · pop:40 · fid 0.04 OOD-novel
⚠ The image feels slightly like a generic stock photo, which can lower organic engagement.
compliance: clean
WIN 65
fail·27expired parking meter
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:84 · cat:72 · pop:60 · fid 0.12 OOD-novel
⚠ The blurred background still contains busy shapes that slightly dilute the main focal point.
compliance: banned:flag
WIN 65
fail·27parking meter with raised red flag
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:84 · cat:72 · pop:60 · fid 0.12 OOD-novel
⚠ The background, though blurred, remains slightly busy and can distract during a fast scroll.
compliance: banned:flag
WIN 62
pass·74A clean, well-lit car tire with a built-in wear bar indicator clearly visible between the tread blocks.
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Lacks an extreme visual payoff or dramatic damage to force an immediate click.
compliance: clean
WIN 62
pass·62Fuel needle pointing to a red empty zone
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.00 OOD-novel
⚠ The steering wheel on the left adds unnecessary visual noise.
compliance: clean
WIN 62
pass·67A red unlatched seatbelt buckle positioned prominently against a clean seat.
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.12
⚠ Slightly clean stock aesthetic lowers organic feel.
compliance: clean
WIN 62
marginal·42A single drop of bright amber fluid on a clean driveway
◆ object_oddity ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The puddle is almost too perfectly circular, reducing the chaotic realism of a genuine household mess.
compliance: clean
WIN 62
pass·69A single, clean, sharp impact crack on a car windshield catching a bright orange sunbeam.
◆ scene_drama ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:70 · fid 0.04 OOD-novel
⚠ The stylized orange flare looks slightly artificial.
compliance: clean
WIN 62
marginal·52A bright yellow warning flag hanging from a closed, clean metal garage door.
◆ object_oddity ▧ documentary → novel-exploit
spine:50 · gloss:35 · cat:72 · pop:60 · fid 0.03 OOD-novel
⚠ The critical visual hook—the door handle itself—is too small to register clearly at high speed.
compliance: clean
WIN 62
pass·66A red seatbelt buckle unlatched and resting on a clean seat.
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:50 · fid 0.08 OOD-novel
⚠ The bright, out-of-focus background window draws some visual attention away from the central buckle.
compliance: clean
WIN 62
marginal·56Clear jar of water with a single floating red marble in a cup holder
◆ object_oddity ▧ documentary → novel-explore
spine:25 · gloss:88 · cat:72 · pop:70 · fid 0.00 OOD-novel
⚠ The red ball is too small to instantly register its purpose at a fast scroll.
compliance: clean
WIN 62
marginal·47Bright orange traffic cone
◆ color_contrast ▧ documentary → proven-riff
spine:25 · gloss:35 · cat:100 · pop:60 · fid 0.12
⚠ It feels slightly like a standard stock photo rather than a raw, user-generated warning.
compliance: clean
WIN 62
pass·63glowing glow-plug dashboard icon
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:70 · fid 0.08 OOD-novel
⚠ The warning symbol itself is quite small and slightly blurry at thumbnail resolution.
compliance: clean
WIN 62
pass·74eroded spark plug
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The subject is too small in the frame with too much dead space on the table.
compliance: clean
WIN 62
pass·80frayed jumper cable
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:84 · cat:100 · pop:60 · fid 0.08 OOD-novel
⚠ The split in the plastic is too small to be clearly readable at a fast scroll.
compliance: clean
WIN 62
fail·31tire pressure gauge with red light
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The critical red warning light is too small to be noticed by a fast-scrolling user.
compliance: number_present
WIN 62
fail·31glowing amber check engine symbol
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:70 · fid 0.12
⚠ The critical warning light is too small and drowned out by the massive steering wheel in the foreground.
compliance: banned:check
WIN 62
pass·62Yellow anti-theft steering wheel lock bar
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The bright, washed-out background visible through the windows dilutes the visual focus.
compliance: clean
WIN 62
fail·23mailbox with a bright red warning tag
◆ color_contrast ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:100 · pop:60 · fid 0.07 OOD-novel
⚠ The pleasant, bright background reduces the overall sense of urgency.
compliance: banned:flag
WIN 62
pass·67A single clean yellow traffic cone on a road
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.08 OOD-novel
⚠ Feels slightly like a standard stock photo rather than an urgent, raw user-generated image.
compliance: clean
WIN 58
pass·62radiator coolant cap
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.12
⚠ The surrounding engine bay is cluttered, which slightly scatters the viewer's focus.
compliance: clean
WIN 58
pass·62A car battery with a bright red positive cap
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.12
⚠ The surrounding engine bay is somewhat busy, slightly reducing the overall visual clarity.
compliance: clean
WIN 58
pass·66Bright yellow shut-off valve on a clean pipe
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:84 · cat:40 · pop:50 · fid 0.04 OOD-novel
⚠ The image is static and lacks an active human element or immediate visual danger.
compliance: clean
WIN 58
pass·67padlock on a red chain link
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.07 OOD-novel
⚠ Low contrast between the silver lock body and the grey background fence.
compliance: clean
WIN 58
pass·62OBD2 scanner with a glowing yellow warning triangle symbol
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.12
⚠ Poor contrast between the black device and the dark car footwell.
compliance: clean
WIN 58
pass·67nail in tire tread
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.08 OOD-novel
⚠ The nail is too small at thumbnail resolution.
compliance: clean
WIN 58
marginal·47A single bright orange traffic cone sitting in the middle of a clean lane.
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:35 · cat:100 · pop:60 · fid 0.11 OOD-novel
⚠ The bright, peaceful background landscape dilutes the danger/warning vibe of the cone.
compliance: clean
WIN 58
pass·75lit tire pressure indicator
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:84 · cat:72 · pop:70 · fid 0.12 OOD-novel
⚠ The warning symbol occupies too small a percentage of the total frame.
compliance: clean
WIN 58
pass·67A bright yellow tow strap wrapped around a car's recovery loop
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.12 OOD-novel
⚠ Lacks a high-stakes curiosity hook to force an immediate click.
compliance: clean
WIN 58
fail·37A heavy-duty silver tow hook screwed into the bumper of a clean car.
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The main subject is a bit small in the frame, losing some visual weight at micro-scale.
compliance: banned:free
WIN 58
pass·80blank yellow diamond road sign showing a split arrow symbol
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:84 · cat:100 · pop:60 · fid 0.08 OOD-novel
⚠ The background landscape is a bit too passive and scenic to drive high-urgency clicks.
compliance: clean
WIN 58
pass·74electrical breaker box with one orange switch off
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.12
⚠ The distracting left-hand side of the frame containing the window and yellow cord draws attention away from the hero ele
compliance: clean
WIN 55
pass·62Tire valve stem with missing cap exposing a yellow seal
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The focal point is too small within the overall wheel frame.
compliance: clean
WIN 55
pass·62diagnostic scanner with glowing red LED
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.03 OOD-novel
⚠ Visual clutter around the device dilutes the focal point at small scales.
compliance: clean
WIN 55
marginal·42A classic round dial tire pressure gauge
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The tiny text inside the gauge is illegible at thumbnail resolution.
compliance: clean
WIN 55
pass·62Fuel gauge needle pointing to empty with a red light
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ Low overall brightness makes the dark dashboard elements muddy at small scale.
compliance: clean
WIN 55
fail·37A close-up of a tire tread wear indicator bar level with the tread blocks.
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The image is visually dry and lacks a compelling visual mystery or high-stakes hook.
compliance: banned:check
WIN 55
fail·40unsecured trailer hitch pin
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:84 · cat:100 · pop:60 · fid 0.08 OOD-novel
⚠ Lack of high-contrast scaling on the critical mechanical elements at thumbnail size.
compliance: banned:check
WIN 55
marginal·47A single bright orange traffic cone in the middle of a lane
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:35 · cat:100 · pop:60 · fid 0.11 OOD-novel
⚠ The cone is too small in the frame to command attention at thumbnail size.
compliance: clean
WIN 52
pass·67A heavy steel tow hook screwed into the front bumper of a clean car.
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.07 OOD-novel
⚠ Low visual contrast between the silver metal hook and the silver car bumper.
compliance: clean
WIN 52
marginal·42fluid drop on garage floor
◆ color_contrast ▧ documentary → proven-riff
spine:25 · gloss:35 · cat:72 · pop:60 · fid 0.12
⚠ The red droplet is too small to reliably catch the eye at thumbnail resolution.
compliance: clean
WIN 48
pass·67Bright yellow towing eye bolt
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.07 OOD-novel
⚠ Lacks a universal curiosity hook that appeals to non-car owners.
compliance: clean
WIN 48
pass·67padlock on steel chain
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.07 OOD-novel
⚠ The bright, busy background foliage distracts from the central lock and softens the overall tension.
compliance: clean
WIN 45
pass·74shiny metal battery clamp sitting disconnected from the battery post
◆ scene_drama ▧ documentary → novel-exploit
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.07 OOD-novel
⚠ Low visual contrast between the battery components and the surrounding engine clutter.
compliance: clean
WIN 45
marginal·42engine oil dipstick
◆ object_oddity ▧ documentary → novel-exploit
spine:25 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The thinness of the dipstick makes the focal point nearly invisible at small scales.
compliance: clean
WIN 45
pass·83A minimalist black-ink line drawing of a classic muscle car on white.
◆ color_contrast ▧ lineart → proven-riff
spine:100 · gloss:92 · cat:72 · pop:40 · fid 0.04 OOD-novel
⚠ Zero emotional tension or curiosity hook to stop a fast scroll.
compliance: clean
WIN 45
fail·27expired parking meter red flag
◆ color_contrast ▧ documentary → novel-exploit
spine:25 · gloss:84 · cat:72 · pop:60 · fid 0.07 OOD-novel
⚠ The busy background dilutes the visual impact of the central subject.
compliance: banned:flag, number_present
WIN 45
fail·37cracked ceramic spark plug
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ Low visual contrast on the key defect makes it look like a generic, uninteresting auto part.
compliance: number_present
WIN 45
pass·60A shiny brass padlock sitting open on a car hood
◆ object_oddity ▧ documentary → novel-explore
spine:25 · gloss:84 · cat:100 · pop:60 · fid 0.04 OOD-novel
⚠ The key visual element is too small and lacks the high-contrast crop needed for mobile feeds.
compliance: clean
WIN 45
pass·67A single windshield wiper blade lifted up from the glass, showing a split rubber edge.
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.07 OOD-novel
⚠ Low visual contrast between the dark wiper blade and the reflective windshield.
compliance: clean
WIN 45
pass·67analog speedometer
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.08 OOD-novel
⚠ Feels like a generic stock photo of driving rather than an intriguing mystery.
compliance: clean
WIN 45
marginal·51A dramatic dark storm cloud approaching a sunlit road
◆ scene_drama ▧ documentary → novel-explore
spine:0 · gloss:84 · cat:100 · pop:70 · fid 0.04 OOD-novel
⚠ Lacks a singular, high-contrast focal point or an intriguing, clickable subject.
compliance: clean
WIN 45
pass·67Unlatched red seatbelt buckle
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.04 OOD-novel
⚠ The key visual hook is too small in the frame to compete with high-energy social feeds.
compliance: clean
WIN 45
pass·62Condensation fog inside a clean headlight assembly
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Low visual contrast on the key detail makes it look like a generic car photo.
compliance: clean
WIN 45
fail·31A clean, modern steering wheel with a glowing amber engine warning light reflected on the polished steering column.
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:70 · fid 0.12
⚠ The critical warning symbol is dwarfed by the steering wheel and dashboard elements.
compliance: banned:check
WIN 42
fail·31tire tread wear indicator
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The central point of tension—the tiny red line on the gauge—is too small to read at thumbnail size.
compliance: banned:check
WIN 42
pass·67glowing red seatbelt buckle
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.12
⚠ Low inherent curiosity or visual drama in a standard car seatbelt buckle.
compliance: clean
WIN 42
pass·80Two identical car key fobs resting side-by-side on a table, one has a bright yellow sticky note.
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:84 · cat:100 · pop:60 · fid 0.04 OOD-novel
⚠ Soft, low-contrast domestic aesthetic that lacks urgency or high visual impact.
compliance: clean
WIN 42
pass·75simple black OBD2 diagnostic scanner with a glowing red LED light
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:88 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The key focal point is too small and lacks sufficient contrast against the dark background.
compliance: clean
WIN 42
pass·66A clean black gas cap hanging loose from an open fuel door
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:100 · pop:50 · fid 0.08 OOD-novel
⚠ Low visual contrast and a very dry, everyday subject matter.
compliance: clean
WIN 42
pass·62unlocked steering lock device
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The scene is too mundane and fails to immediately communicate a high-stakes problem or unique solution.
compliance: clean
WIN 42
fail·37A clean car tire with a colored tire-tread depth gauge showing a red warning zone.
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.12
⚠ The main focal element is too small and lacks visual impact at thumbnail scale.
compliance: banned:check
WIN 42
pass·62Worn tire tread depth indicator
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ Low visual contrast on the specific tread detail.
compliance: clean
WIN 42
pass·67Glowing red seatbelt warning icon on a rearview mirror display
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.08 OOD-novel
⚠ The key visual hook is microscopic at thumbnail resolution.
compliance: clean
WIN 42
marginal·42low oil dipstick
◆ object_oddity ▧ documentary → proven-riff
spine:25 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ The thin dipstick blends into the cluttered, dark engine bay background.
compliance: clean
WIN 42
pass·63loose lug nut on wheel
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:72 · pop:70 · fid 0.00 OOD-novel
⚠ The visual hook is too subtle and gets lost at thumbnail resolution.
compliance: clean
WIN 42
marginal·49single long shiny metal roofing nail standing upright on concrete
◆ object_oddity ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:100 · pop:70 · fid 0.07 OOD-novel
⚠ Poor figure-ground contrast; the thin silver nail blends into the light grey concrete.
compliance: clean
WIN 42
fail·31A black gas cap hanging loose by its plastic tether against a clean silver car body.
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.07 OOD-novel
⚠ Weak figure-ground contrast against the bright background.
compliance: banned:price
WIN 42
pass·62Red safety release lever-lock radiator cap
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ Cluttered background elements distract from the main mechanical hook.
compliance: clean
WIN 42
pass·74clean blue car battery terminal with a bright teal crust of corrosion
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.12
⚠ Lacks a clear visual hook or sense of urgency to make the viewer wonder what is wrong.
compliance: clean
WIN 42
fail·27Worn tire tread depth coin test
◆ object_oddity ▧ documentary → proven-riff
spine:25 · gloss:84 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Low contrast and small scale of the central hook element.
compliance: banned:check, banned:dollar
WIN 42
pass·62A bright red tow hook screwed into a car bumper
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Low visual contrast between the grey vehicle and the asphalt road.
compliance: clean
WIN 42
pass·62Red plastic battery terminal cover on a brand new battery
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Cluttered background lacks negative space to let the hero element breathe.
compliance: clean
WIN 42
pass·74fuel gauge needle on empty
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Poor lighting and low contrast inside the main gauge focal point.
compliance: clean
WIN 42
fail·33dashboard temperature gauge
◆ scene_drama ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.04 OOD-novel
⚠ Low overall contrast and visual clutter surrounding the main gauge.
compliance: number_present
WIN 42
pass·60A single bright yellow key among silver keys
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:72 · pop:50 · fid 0.04 OOD-novel
⚠ Too clean and editorial, resembling a standard corporate blog header rather than an intriguing native hook.
compliance: clean
WIN 42
marginal·55clear plastic automotive fuse with a broken filament
◆ object_oddity ▧ documentary → proven-riff
spine:25 · gloss:88 · cat:72 · pop:60 · fid 0.03 OOD-novel
⚠ The fuse is too small in the frame, losing visual impact.
compliance: clean
WIN 42
pass·69A single impact star crack on a windshield
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:100 · pop:70 · fid 0.04 OOD-novel
⚠ The critical visual element is too faint and lacks the high-contrast punch needed at small scale.
compliance: clean
WIN 42
marginal·40A stretch of empty road disappearing into dense white fog
◆ scene_drama ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:72 · pop:50 · fid 0.04 OOD-novel
⚠ Absence of a clear, high-contrast foreground hero object to anchor the viewer's eye.
compliance: clean
WIN 38
marginal·39A fork in a clean asphalt road with one lane blocked by a single orange traffic cone.
◆ color_contrast ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:72 · pop:40 · fid 0.08 OOD-novel
⚠ The orange cone is too small to register at thumbnail scale, leaving only a boring landscape.
compliance: clean
WIN 38
fail·30A modern, clean car key fob lying open on a wooden table, revealing a pristine silver coin battery.
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:50 · fid 0.00 OOD-novel
⚠ The soft, low-contrast background elements (mug, plant) make it look like a generic lifestyle blog photo rather than a h
compliance: number_present
WIN 38
fail·37missing clip-on wheel weight outline on a clean alloy rim
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:88 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The critical visual hook—the rim damage—is completely invisible at a glance.
compliance: logo_or_brand, number_present
WIN 38
pass·67A bright red, unlatched seatbelt buckle button popping out from its clean black casing.
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.12
⚠ Low value contrast and a tiny hero element that gets lost in dark grey tones.
compliance: clean
WIN 38
pass·66unlatched key fob
◆ none_clear ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:100 · pop:50 · fid 0.00 OOD-novel
⚠ Low figure-ground contrast between the key and the armrest.
compliance: clean
WIN 38
pass·69A classic car side mirror showing a storm cloud approaching in the reflection.
◆ scene_drama ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:100 · pop:70 · fid 0.08 OOD-novel
⚠ The key detail—the storm reflection—is too small to register at thumbnail scale.
compliance: clean
WIN 38
fail·27A vintage-style brass tire pressure pencil gauge showing a low-pressure reading.
◆ format_mimicry ▧ documentary → proven-riff
spine:25 · gloss:84 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Zero curiosity hook or urgency to stop the scroll.
compliance: banned:check, number_present
WIN 38
pass·62single yellow key
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The bright, sunny garden aesthetic feels too much like a generic lifestyle blog header.
compliance: clean
WIN 38
pass·59A clean metal keyring holding three silver keys, with one key colored bright yellow.
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:72 · pop:40 · fid 0.03 OOD-novel
⚠ Too sterile and passive to stop a scrolling user.
compliance: clean
WIN 38
pass·67A clean, classic tire pressure gauge showing a low measurement on a tire valve stem.
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.11 OOD-novel
⚠ Low emotional stakes and generic stock-photo aesthetic.
compliance: clean
WIN 38
marginal·45A clean, sunlit asphalt road splitting into two distinct paths under a bright blue sky.
◆ scene_drama ▧ documentary → novel-explore
spine:25 · gloss:48 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Highly cliché visual metaphor that users immediately recognize as a generic native ad.
compliance: clean
WIN 38
pass·77A modern car key fob resting on a sunlit wooden console with its physical emergency key popped out.
◆ format_mimicry ▧ documentary → proven-riff
spine:75 · gloss:84 · cat:100 · pop:40 · fid 0.00 OOD-novel
⚠ Lack of visual tension or high-contrast elements to disrupt the user's feed.
compliance: clean
WIN 38
pass·59blown automotive fuse
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:72 · pop:40 · fid 0.04 OOD-novel
⚠ The fuse is too small in the frame to be visually compelling at thumbnail size.
compliance: clean
WIN 38
pass·62A clean, polished metal engine oil dipstick held horizontally, showing the oil level right at the minimum mark.
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The critical dipstick detail is too small to register at thumbnail scale.
compliance: clean
WIN 38
pass·67passenger-side mirror reflecting blue sky with a single sharp fracture line
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.04 OOD-novel
⚠ The image is too soft and pleasant, offering no urgency or compelling reason to click.
compliance: clean
WIN 38
pass·62glowing red dashboard key warning icon
◆ color_contrast ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ Insufficient visual weight and contrast on the actual button icon.
compliance: clean
WIN 38
pass·74clean metal brake caliper with a tiny wear-indicator tab touching the rotor
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:84 · cat:72 · pop:60 · fid 0.07 OOD-novel
⚠ Low visual contrast and a busy, muddy background that fails to create a clear focal point.
compliance: clean
WIN 35
marginal·39A clean Y-fork in an empty paved country road.
◆ scene_drama ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:72 · pop:40 · fid 0.00 OOD-novel
⚠ Lacks any real-world tension, urgency, or curiosity; feels like a generic corporate PowerPoint slide.
compliance: clean
WIN 35
marginal·55cracked white mug
◆ object_oddity ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:40 · pop:60 · fid 0.07 OOD-novel
⚠ The lack of visual tension and the invisibility of the crack at small scale.
compliance: clean
WIN 35
marginal·42Key fob resting on a bright yellow microfiber cloth
◆ color_contrast ▧ documentary → proven-riff
spine:25 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Complete absence of tension or an open loop to drive clicks.
compliance: clean
WIN 35
pass·62Side-view mirror showing a clean, dense white fog bank
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Complete lack of tension or urgency, making it easy to scroll past.
compliance: clean
WIN 35
marginal·42fork in road with storm clouds
◆ scene_drama ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Overused, cheesy stock-photo metaphor that lacks native authenticity.
compliance: clean
WIN 35
pass·64A modern key fob resting on a clean wooden table
◆ format_mimicry ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:100 · pop:40 · fid 0.00 OOD-novel
⚠ Zero emotional urgency or intrigue; it looks like a generic lifestyle stock photo.
compliance: clean
WIN 35
marginal·55A single bright yellow envelope sitting on a stack of plain white envelopes.
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:40 · pop:60 · fid 0.11 OOD-novel
⚠ Aspirational, soft-focus lifestyle framing that screams 'advertisement' rather than native content.
compliance: clean
WIN 35
marginal·46dense highway fog hazard
◆ scene_drama ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:100 · pop:50 · fid 0.03 OOD-novel
⚠ The image is too scenic and soft, offering no urgent visual hook to stop a fast scroll.
compliance: clean
WIN 35
marginal·55two white envelopes with one red wax seal
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:40 · pop:60 · fid 0.07 OOD-novel
⚠ Low visual contrast and a complete lack of urgency or tension.
compliance: clean
WIN 35
pass·75Pristine headlight with a single clean crack
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:88 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ Slick, low-stakes commercial aesthetic that lacks an engaging hook.
compliance: clean
WIN 35
marginal·54oil dipstick showing low level
◆ color_contrast ▧ documentary → proven-riff
spine:25 · gloss:84 · cat:72 · pop:60 · fid 0.12
⚠ Poor figure-ground separation makes the main subject invisible at small scale.
compliance: clean
WIN 35
pass·60A modern car key fob with its physical metal key partially slid out.
◆ object_oddity ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:72 · pop:50 · fid 0.00 OOD-novel
⚠ Low visual contrast and a soft, lifestyle aesthetic that fails to create urgency.
compliance: clean
WIN 35
pass·67A single bright yellow leaf stuck to a car windshield
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.04 OOD-novel
⚠ Too soft and aesthetic; lacks urgency or a compelling reason to click.
compliance: clean
WIN 35
pass·62An analog fuel gauge needle pointing past the red 'E' marker.
◆ scene_drama ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:72 · pop:60 · fid 0.08 OOD-novel
⚠ No visual hook or emotional trigger.
compliance: clean
WIN 35
marginal·52Modern key fob with a glowing red battery indicator light
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:40 · pop:40 · fid 0.00 OOD-novel
⚠ Extremely low contrast between the dark product and the wooden tabletop.
compliance: clean
WIN 35
marginal·42A sharp, clean road division lane marking on a highway
◆ scene_drama ▧ documentary → novel-explore
spine:25 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ Complete lack of visual urgency and reliance on an overused decision-making cliché.
compliance: clean
WIN 35
pass·80A single, bright yellow autumn leaf stuck under a clean windshield wiper of a spotless car.
◆ color_contrast ▧ documentary → novel-explore
spine:75 · gloss:84 · cat:100 · pop:60 · fid 0.12 OOD-novel
⚠ The image is too pretty and passive, offering zero tension to stop a scrolling user.
compliance: clean
WIN 35
fail·33clipboard checklist with one red mark
◆ color_contrast ▧ documentary → proven-riff
spine:75 · gloss:35 · cat:100 · pop:60 · fid 0.08 OOD-novel
⚠ Microscopic focal point that fails to convey urgency or meaning at high scroll speeds.
compliance: banned:check
WIN 35
marginal·42single stark arc-shaped smudge mark on a clean windshield
◆ object_oddity ▧ documentary → proven-riff
spine:25 · gloss:35 · cat:72 · pop:60 · fid 0.04 OOD-novel
⚠ The critical element on the windshield is virtually invisible at thumbnail scale.
compliance: clean
WIN 35
pass·66key fob with loose emergency blade
◆ object_oddity ▧ documentary → novel-exploit
spine:75 · gloss:35 · cat:100 · pop:50 · fid 0.00 OOD-novel
⚠ Aesthetic softness and lack of a compelling hook or tension.
compliance: clean