Used-car listing photography has a real problem: harsh light, cluttered forecourts, traffic cones and wheelie bins in shot. The current generation of AI photo tools solves it by generating a new image — and a generative model, given a car, will happily tidy up a scuffed bumper or invent a wheel it thinks looks better.
That is a problem for you, not just the buyer. A photo that no longer matches the metal on your forecourt is a misdescribed vehicle in an advert. Podiar takes the other route: cut the real car out, place it in a room we rendered ourselves, and leave every pixel of the vehicle alone.
Here is the whole thing, in order. Every step is deterministic: the same photo and the same look produce the same output today, next week and next year.
Eight exterior angles, plus interior and detail shots. A traced silhouette for your car’s body class sits over the viewfinder, and the phone reads its own pose to tell you to step closer, step back, raise or lower. Hold it steady for three seconds and it fires on its own — though the manual shutter never stops working.
The guide silhouettes are bundled into the app, not fetched, so they draw instantly with no connection at all. Photos that fail to upload queue on the device and drain in order the moment you are back on a network. You can review a car before a single byte has reached us.
Before anything else touches the image, the plate is found and dealt with — either blurred, or replaced with a UK-style reflective plate carrying your dealership’s name. It runs on the source photo, so no downstream step ever sees the registration.
We isolate the vehicle from the forecourt behind it and keep those pixels intact. This is a cut, not a regeneration: the paint, the panel gaps, the kerbed alloy and the angle you shot from all survive the step exactly as photographed.
Not a prompt, and not a stock backdrop. Blender renders a room from the look you picked, built for the camera pose of the capture in hand, with your dealership’s name as raised lettering on the wall. Pick the same look tomorrow and you get the same room, to the pixel.
The car is placed so its near tyres sit inside the floor turntable, then given a contact shadow, a wall shadow and a floor reflection — all deterministic image operations, all reproducible. Six automated quality gates inspect the result, including one that checks the vehicle’s own pixels were preserved.
A selection of the looks that ship today, rendered straight out of the pipeline that builds your listings. They are shown empty on purpose — an empty room is exactly what we make, and the car that goes in it is the one you photographed, unaltered.
High-key white studio with a pale turntable, lit by a grid of ceiling panels.
Ask a generative model for “a white studio” and you get a slightly different white studio on every photo — the floor tone shifts, the ceiling moves, the reflections disagree. Ours come from a fixed 3D specification, so the same look renders identically on every car, every angle, every month. A stock list reads as one showroom rather than forty near-misses.
The room is built to match the camera pose of the photo in hand, then your car is cut from the forecourt and grounded in it with a contact shadow, a wall shadow and a floor reflection. Nothing about the vehicle is redrawn at any point.
Shown empty and unbranded — your dealership’s lettering is rendered into the wall when a room is built for your account.
Every render above came out of the same code path the production worker runs. Nothing here was retouched for the website.
The looks above are the shared library — any account can use them, and for most dealers they are more than enough. Above that is the thing a library of stock backgrounds cannot do: we design and render a showroom for your dealership alone, and issue it to you.
There is no room designer to learn and nothing to configure. You tell us the showroom you want your stock standing in — the walls, the floor, the light, the mood of your brand — and our team authors the room, renders it and puts it in your account.
A room built for your dealership is yours. It does not join the shared set that every account can pick from, which means the dealer down the road cannot list their cars in the same room as yours — because they cannot reach it.
Your room is a fixed 3D specification, not a prompt. It renders the same on the first car and the four-hundredth, at every angle, for as long as you are with us. Consistency is the whole point of having a room of your own.
Every room you scrolled through above was made this way: a room design written by hand, rendered in Blender, inspected, and released into the product. It is craft work, and it takes us a while. A bespoke room is the same job, done once, for one dealership — which is why it sits where the set-up is already done by us rather than on a self-serve plan.
A bespoke showroom is included on the Enterprise plan. On any other plan it is a conversation rather than a switch: founder dealers can raise it on their monthly call, and anyone else can ask us directly. Tell us what you want your cars standing in.
Dealer inventory photos are only useful once they are attached to a car, a price and a buyer. Podiar carries them that far: stock, vehicle detail, leads, team and billing all live in the same place as the images.
We will also tell you plainly what we don’t do yet — there is no marketplace publishing and no CRM sync today, and the integrations page says so rather than showing you a wall of logos.
This is not a policy we could quietly drop in a release. Generative editing of the source vehicle’s pixels is prohibited in our default listing pipeline by the first principle of our engineering constitution — the document every change to the codebase is reviewed against.
No customer counts, no case studies, no percentages. We haven’t launched yet, so anything of that shape would be invented. These are properties of the software you can check.
There are three honest approaches to automotive photo editing. A generative tool makes a new image and is fast but free to change the car. A retoucher edits by hand and is faithful but slow and expensive. We built the third: fast, and structurally unable to alter the vehicle.
Half price for as long as you stay · a monthly call with the founders · early access to everything we ship · your name on the wall.