Create the vehicle folder
Start from the stock number, VIN, make, or model so every image belongs to a listing-ready vehicle set.
Folder: CAR-2026-0042
Sell faster with better photos
Upload photos, apply repeatable retouch actions, compare every generated version, and export listing-ready images.
A dealership workflow, not a loose image editor
CarRetouch follows the way listings are produced: stock number first, photo set second, repeatable retouch settings, then review and export.
Drop in the photos
Upload the full set, keep local previews stable, and move through the next shot while uploads finish.
12 uploaded imagesApply saved retouch actions
Use concrete presets like lighting, reflections, cleanup, and crop instead of rebuilding a prompt each time.
Clean reflections / Showroom lightingCompare every version
The original remains available, generated versions stay in the thread, and review happens next to the result.
Original vs active versionExport for the listing
Download ready images with names that can include stock number, shot role, resolution, and version.
CAR-2026-0042_front_34_2k_v2Listing-ready realism
Cleaner photos that still look like the same vehicle
The target is credible dealership presentation: cleaner reflections, more even lighting, and less visual distraction without turning the car into a fantasy render.
Lighting balanced
Make dim or uneven showroom photos easier to inspect while keeping the paint believable.
Distractions reduced
Clean the presentation around the vehicle so buyers focus on the listing, not the photo problems.
OriginalRetouchedShared workspace
One company workspace, one shared credit pool
CarRetouch is set up around your company account. Every invited member works in the same workspace, uses the same credit balance, and can help with the same vehicle photos.
Credits belong to the company
Credits are not locked to individual users. When the company buys credits, the whole team spends from one shared pool.
Everyone sees the same cars
Workspace members can open the same vehicle folders, view uploaded photos, compare versions, and continue work another teammate started.
Anyone can edit shared photos
If one person uploads a car and another person has time to retouch, they can pick it up without transferring files or sharing separate logins.
Owners manage the workspace
Owners invite teammates and manage the shared balance, so billing and production stay under the company workspace.
Cost control
Visible credits before the AI work starts
Managers should not need a spreadsheet to understand image spend. CarRetouch keeps cost, held credits, and job outcomes close to the retouch action.
Estimate before retouch
Resolution and image size map to a credit cost before the user starts paid work.
Held while running
Running jobs can hold credits separately, so the available balance stays understandable.
Recoverable failures
Eligible failed jobs release credits and keep the image visible for retry.
Original-safe review
Generated images become versions, not replacements
AI retouching should feel safe to try. CarRetouch keeps the source image intact and makes comparison part of the review loop.
v0Original image remains available.
v1Every retouch creates a new version.
v2Before/after comparison stays close to the result.
v3Undo changes the active version instead of deleting source files.
v4Download only when the edited image is ready.
Questions
What dealerships usually ask first
Does CarRetouch overwrite original vehicle photos?
No. Originals remain available and generated images are stored as versions so the team can compare, undo, or download the edited output.
Can it handle a full vehicle photo set?
Yes. The workflow is built around vehicle folders, uploaded image sets, shot roles, review, and export.
Do users need to write prompts?
No. The product leads with retouch actions and presets. Optional notes are available, but the workflow should work without prompt writing.
How does credit cost work?
The app shows an estimated credit cost before retouching, with held credits visible while jobs run.
CarRetouch
Open workbenchRetouch the next vehicle set in the workbench.
Open the production lane, pick a vehicle folder, and see the retouch loop in context.