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Car repair shops: “This light came on — what is it?” Image analysis in the chat

Drivers rarely know what a part is called, but they can always take a photo of it. With image analysis, your garage’s AI assistant recognises a warning light or a worn tyre and answers from your own price list — then books the car in.

A clean, well-lit car workshop with a car on a lift, a mechanic’s hand holding a phone with a chat open

“There’s an orange light on the dashboard, sort of like an engine.” “The front left tyre looks a bit flat on the inside.” “Something under the car is making a scraping noise.” Every garage gets these messages — and every one of them needs a follow-up question before anyone can say anything useful.

Drivers don’t speak in part numbers. But almost all of them carry a camera. That is why image analysis is one of the most practical things an AI assistant can bring to a car repair shop.

Show, don’t describe

On the Pro plan, visitors can send a photo straight into the chat: the warning light on the dashboard, the tread of a worn tyre, a damaged bumper, a broken part — or a document such as a previous invoice or an inspection sheet. The assistant’s vision module recognises what is in the picture and answers based on it.

A customer sends a photo of a dashboard with an amber engine warning light to the PitStop Autószerviz assistant, which identifies the light, recommends a 9,900 Ft computer diagnostic credited against the repair, and offers booking slots
The customer sends a photo; the assistant names the problem and suggests the right next step from the price list.

For an engine warning light, that means saying what the light is, and that it can have many causes — so the reliable next step is a computer diagnostic, priced from your list (for example 9,900 Ft, credited against the repair). For a worn tyre, it means pointing to your tyre change and alignment services with their prices. Either way, the customer gets a useful answer on the first message instead of a round of questions.

A quote range, never a made-up final price

Car repair prices depend on the model, the parts and what the mechanic finds. Customers know that — what they want is a realistic idea before they commit. The assistant answers only from your approved price list: labour for a brake pad change per axle, an air-con service, a tyre change for four wheels. And it always adds what your price list says — that parts are charged separately and the exact price is set after the car is inspected.

Straight to a booking

Once the customer knows what is wrong and roughly what it costs, the next question is always “when can you look at it?”. The assistant offers free slots for the right service — diagnostics, oil change, tyre fitting, MOT preparation — and books the car in, with an email confirmation and a reminder. It can also mention things that make the decision easier: a courtesy car for longer repairs, the waiting area, your warranty on labour and parts.

Diagram: the customer sends a photo, Enéh recognises it, the answer is tied to your approved price list, and the customer gets a quote range and a booking; 200 image analyses a month are included in Pro
From a photo to a service slot — with your own prices in between.

The questions that don’t need a photo

Most garage chats are still simple: opening hours, which makes you service, whether the manufacturer warranty stays valid if they don’t go to a dealer, how long an MOT takes, whether you do air-con. The assistant handles these instantly from your data — and recognises when a question needs a mechanic, handing it to your team with the conversation attached.

What to measure

  1. Bookings made through the assistant, split by service.

  2. How many conversations started with a photo — and how many of those turned into a booking.

  3. The most common problems customers ask about, by season (tyres in autumn, air-con in May).

  4. Handovers to your team: questions only a mechanic could answer.

Send the demo a photo

PitStop Autószerviz is our demo garage, with a real price list and image analysis switched on. Photograph a warning light (or find one online), send it in, and see what it says. Open the car repair demo or compare the plans.

Magyarul olvasnád? Autószervizek: „Ez a lámpa világít, mi lehet?” — képfelismerés a chatben.

See it working

Seven industry demo sites, each with a trained Enéh assistant on it — ask them anything.

Browse the demos