CARBOX AI

What CARBOX AI does

CarBox AI (legally CarBox Group) is a privately held French SaaS company headquartered in Le Pallet, France, providing AI-powered automated virtual showroom solutions for automotive dealers and vehicle sellers. The company's core product uses computer vision and generative AI to superimpose vehicle photographs onto virtual showroom backgrounds, eliminating the need for physical showroom photography and producing 'visuels générés par des systèmes d'intelligence artificielle' (visuals generated by AI systems) for online vehicle listings. An optional add-on module, CarBox Vo, extends the platform to video by leveraging the YouTube API for durable video storage and management, with output that can be embedded directly into LeBoncoin classified ads. Additional paid services include personalized virtual showroom creation at €95 HT (one-time) and custom logo design at €80 HT (5-10 proposals per order).

The business model is predominantly subscription-based with multiple tiers: a Pack Starter entry-level plan below €110 HT/month with a 4-month minimum commitment, an Adapted Subscription for low-volume users (<13 photos per vehicle) at a 6-month minimum, and annual plans requiring a 12-month firm commitment with no early termination rights. Customer acquisition runs through a 30-day free trial that requires a valid payment method and converts automatically to a paid subscription at trial end. All payments are processed via Stripe. The company is exclusively B2B, explicitly excluding consumer protection rights in its terms, and targets professional automotive dealers with a self-serve PLG funnel via its website (carbox-ai.com) hosted on Wix Cloud.

Operationally, CarBox AI is a micro-cap entity with €1,000 of issued share capital, registered with the Nantes RCS under Siren 10122259400018, and governed by a single disclosed officer — PDG (CEO) Yannis Bonneville. The company operates only in France, with no disclosed headcount, no institutional funding, and no parent organization. Technical infrastructure is built on commodity providers (Wix Cloud for hosting, Stripe for billing, YouTube API for video), and the company maintains GDPR compliance with EU data residency. The main technical risks are the unverified depth of AI capability behind the proprietary integration methods, dependence on third-party platform terms (YouTube, LeBoncoin), and the absence of disclosed distribution scale or recurring revenue metrics.

Name

CARBOX AI

Legal name

CarBox Group

Website

https://carbox-ai.com

Company type

Private

Founded year

2024

Operating status

Operating

Short description

CarBox AI is a French SaaS company that provides automotive dealers and vehicle sellers with AI-powered automated virtual showroom image generation, superimposing vehicle photos onto virtual backgrounds, with an optional CarBox Vo video module integrated with YouTube API and LeBoncoin classifieds.

Ownership category

akta.pro rank

Product category

Automotive Visual Merchandising Software

akta.pro primary industry

Autonomous Driving & ADAS Perception (HDAAAEAI)

akta.pro secondary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

Keywords

• Automotive virtual showroom
• AI image compositing
• Vehicle presentation software
• Automotive dealer tools
• AI photo background removal

Headquarters

HQ city

Le Pallet

HQ country

France

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Subscription Services: Monthly and annual subscription plans for access to virtual showroom platform. Monthly subscriptions tacitly renew unless cancelled 48 hours before renewal. Pack Starter (<110€ HT) requires 4-month minimum commitment. Adapted subscriptions (<13 photos/vehicle) require 6-month commitment. Annual subscriptions require 12-month firm commitment with no early termination rights.
2. Custom Showroom Creation: Personalized showroom creation offered at 95€ HT after 30-day free trial period. One-time service providing custom virtual showroom environment.
3. Custom Logo Design: Graphic design service providing 5-10 logo proposals for 80€ HT. Billed immediately upon order via Stripe. Independent of subscription or trial offers.

Pricing tiers

Go-to-market motion2 records

Distribution channels1 record

Marketing channels3 records

Core offering

CarBox AI provides an AI-powered automated virtual showroom solution for automotive dealers and vehicle sellers. The platform takes uploaded vehicle photographs and uses artificial intelligence to remove backgrounds, stage vehicles, and superimpose them onto virtual showroom backgrounds, producing professional composite images for online listings. A complementary video module, CarBox Vo, stores and manages promotional videos via YouTube API for integration into classified ads such as LeBoncoin.

Product overview

CarBox AI operates as a unified SaaS platform offering automated virtual showroom solutions for the automotive industry. The core product, CarBox AI, provides AI-powered image integration services that superimpose vehicle photographs onto virtual showroom backgrounds. An optional add-on module, CarBox Vo, extends functionality to video management via YouTube API integration. Additional paid services include personalized showroom creation and custom logo design. Subscription tiers include monthly rolling contracts, Pack Starter (4-month commitment), and annual plans (12-month firm commitment). The platform is exclusively B2B, targeting automotive dealers and professionals.

Differentiator

Problem solved

Functional benefit

Brands

• CarBox Vo: Video solution developed by CarBox Ai that utilizes YouTube API services for video publishing and management.

Products and services

• CarBox AI

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration2 records

AI capability4 records

Feature4 records

Partnerships

Four partnerships are on record, tiered infrastructure, core and distribution.

• Wix CloudinfrastructureTechnology or IntegrationWebsite hosting provider for carbox-ai.com. Provides cloud infrastructure for the company website and services, ensuring EU data residency and GDPR compliance through Wix platform.
• StripecoreTechnology or IntegrationPayment processing platform handling all subscription payments, automatic renewals, and one-time service charges (custom showroom 95€ HT, custom logo 80€ HT). Manages payment authorization, automatic debits, invoicing, and transaction security.
• YouTube (Google)coreTechnology or IntegrationYouTube API services enable CarBox Vo video solution functionality. Stores user videos (public, private, or unlisted) durably, allowing integration with LeBoncoin and other advertising platforms.
• LeBoncoindistributionTechnology or IntegrationFrench classifieds platform integration enabling CarBox Vo videos to be added to vehicle advertisements. Videos can be embedded in LeBoncoin listings or other media supports.

Recent moves6 records

Expansion highlights3 records

Broad incumbents

• Cox Automotive (Dealer.com / VinSolutions): Cox Automotive's portfolio (VinSolutions, Dealer.com, Kelley Blue Book) includes dealer digital marketing, inventory imaging, and website tools. Comparable as a broad incumbent in dealer technology against which CarBox AI's narrow visual-AI offering must differentiate.
• DealerSocket (Solera): DealerSocket, part of Solera, is an established dealer management system and CRM vendor with broad digital marketing capabilities. Comparable as a broader dealer technology suite where visual merchandising features compete with specialized tools like CarBox AI.
• CarGurus: CarGurus is a leading online automotive marketplace with dealer-facing advertising and listing tools. Comparable because it controls a significant share of dealer attention and listing workflow, similar to CarBox AI's positioning relative to LeBoncoin.
• AutoTrader (Cox Automotive): AutoTrader is a major automotive marketplace offering dealer advertising and inventory solutions. Comparable as a large-scale incumbent marketplace that dealers use for online listings, the same workflow CarBox AI augments.

Direct peers

• LotLinx: LotLinx delivers AI-powered digital marketing and inventory advertising for automotive dealers. Comparable as an AI-driven vendor in dealer marketing, addressing a similar SMB dealer buying center.
• PureCars: PureCars provides digital marketing automation, inventory merchandising, and AI-driven content tools for auto dealers. Directly comparable as a dealer-focused marketing platform with overlapping visual content and merchandising capabilities.
• SpinCar: SpinCar offers AI-powered vehicle photography, 360-degree spins, and virtual merchandising for auto dealers. Directly comparable as an AI-driven visual merchandising platform serving the same dealer SMB segment.
• Phyron: Phyron provides AI-generated product videos for automotive dealers, using computer vision and automation to create vehicle advertising content. Directly comparable to CarBox AI's CarBox Vo solution in applying AI to vehicle visual marketing for dealer customers.

Regional players

• La Centrale: La Centrale is the leading French automotive classifieds platform, directly comparable to LeBoncoin in CarBox AI's distribution stack. Functions as a comparable channel dependency and dealer-facing destination in France.

Emerging players

• Vroom (now Carvana Europe initiatives): Vroom operates an online used-vehicle retail model with heavy reliance on vehicle imagery and online merchandising. Comparable at the level of online vehicle presentation, though business model differs (retailer vs. SaaS tooling).

Market position

Strengths4 records

Weaknesses5 records

Competitive moat4 records

Key risks7 records

Key highlights6 records

Customer concentration

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about CARBOX AI