Automotive
Dealer photography is inconsistent and location-bound. On-brand, studio-grade vehicle imagery from any lot photo.
No prompts to write, no design skills needed — the Adaptive Brand Engine applies your logo, palette and type to every visual.
Why visual production is the bottleneck in automotive.
Dealer photography is wildly inconsistent
Same OEM, same model, but every dealer's lot photo looks different — fluorescent garage lights, harsh sun, gravel backgrounds, sales-rep reflections in the paint. VDP imagery quality is the #1 brand-control complaint at OEM level.
Color & trim variants need imagery before they exist
Customers configuring online want to see their exact paint, wheel, and interior combo. With 30+ paint × 5 wheel × 4 interior options, that's 600+ permutations — impossible to physically photograph.
Background and location locked to the lot
Every dealer photographs against their own building, hedges, and parking lines. Consumers see a brand visually anchored to a strip mall, not a coastal road or city skyline.
Video walkarounds are time-prohibitive
A polished 30-second walkaround per VIN at scale is impossible with a phone and a sales rep. Most VDPs ship without video, and bounce rate spikes accordingly.
What your team ships every day.
Signature workflows, each pre-tuned to your industry's brand-kit defaults — no prompts to write.
Background swap
Our Nano Banana Pro pipeline delivers background swap at scale, on-brand, in minutes.
Color/trim swap
Hero shots
Video walkarounds
Pre-tuned for automotive.
Auto-routed engines
- ImageNano Banana Pro
- VideoVeo 3.1
Brand kit defaults
- PaletteOEM colors locked
- LightingShowroom studio
- Aspect ratios16:93:2
Signature templates
- Background Replace
- Cinematic
- Technical View
- Golden Hour
How a team can ship vehicle config & background swaps.
Multi-state dealer group / 47 rooftops, 3 OEMs
Fictional workflow and AI-generated imagery, not a customer project or measured results.
Dealer photography is inconsistent and location-bound.
Background swap · Color/trim swap · Hero shots · Video walkarounds
Compare visuals to the reference, check export formats and obtain team approval before publishing. No measured time savings or commercial results are claimed.
Questions about on-brand AI visuals for automotive.
Ready to ship vehicle config & background swaps faster?
Your workspace will be pre-tuned for Automotive — no prompts to write, no training needed.