Xcite Automotive

What Xcite Automotive does

Xcite Automotive (legal entity CDM Field Services LLC, a Delaware LLC) is a US-based provider of AI-powered inventory merchandising and vehicle media services to automotive dealerships, dealer groups, OEMs, fleet operators, and specialty retailers. The company operates a platform-plus-services architecture built around the Frontline inventory platform, with the AI Image Suite, Interactive 360°, AI Video Platform, PureVIN (OEM build-data VIN feature valuation), and a preview-stage Automated Compliance computer-vision QA tool layered on top. Supporting sub-brands include ReconLogic (reconditioning), VehicleStickers.io (window stickers and buyer's guides), and CarStudioPros.

Name

Xcite Automotive

Legal name

CDM Field Services LLC

Website

https://xciteauto.com

Company type

Private

Founded year

2019

Operating status

Operating

Headcount range

251–500 employees

Short description

Xcite Automotive (CDM Field Services LLC) is a US-based provider of AI-powered inventory merchandising, vehicle media, and reconditioning services to dealerships, dealer groups, OEMs, fleet, and specialty automotive retailers, built on its Frontline platform and AI Image Suite.

Ownership category

akta.pro rank

Product category

Automotive Dealership Inventory Merchandising Software

NAICS

Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing (334511)

akta.pro primary industry

Automotive Parts & Accessories Omnichannel (CRAFAEAL)

akta.pro secondary industry

Automotive Parts, Tires & Workshop Supplies Marketplaces (CRAFAHAD)

Keywords

• Automotive inventory merchandising
• Vehicle photography services
• AI image processing
• Dealer software platform
• Automotive video marketing

Headquarters

HQ city

Chicago

HQ country

United States

HQ region

North America

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Dealer Services (Field Photography & Lot Services): Recurring/professional services revenue from dealer customers via Dealer Services Agreement. Account Representatives visit dealer locations weekly to photograph/capture vehicles, obtain Vehicle Data, print and apply Window Stickers and Buyer's Guides. Billed monthly per signed Sales Order with service visit fees and per-vehicle pricing.
2. Software/Platform Licensing: Software licensing of Xcite products including Frontline inventory platform, AI Image Suite, Interactive 360°, Video Platform, PureVIN and Automated Compliance. Customer receives restricted, limited, revocable, non-transferable, non-exclusive license per Order Form; recurring subscription-style license fees per platform terms.
3. Frontline Recon Managed Services: Reconditioning management platform offered as managed service with vendor management, digital work orders, and invoicing for dealer lots.
4. Detailing & Reconditioning Services: Full-service detailing and reconditioning delivered on dealer lots, including window tinting add-on service, premium window stickers, and buyer's guides printed on proprietary vinyl.

Pricing tiers

Go-to-market motion1 record

Distribution channels4 records

Marketing channels6 records

Core offering

Xcite Automotive provides AI-powered inventory merchandising software and nationwide field services to automotive dealerships. The Frontline platform combines AI image processing, interactive 360 capture, AI video generation, and PureVIN build-data services, complemented by on-site photography, detailing, reconditioning, and window-sticker services delivered by Account Representatives to dealer lots.

Product overview

Xcite Automotive offers a platform-plus-modules architecture centered on the Frontline inventory platform and the AI Platform, 360 Capture Platform, and Video Platform. The core Frontline platform spans Frontline Inventory (DIY and full-service inventory management, VIN decoding, mobile capture, syndication, and CRM/DMS integration) and Frontline Recon (digital reconditioning and vendor collaboration). Layered on top are AI-driven merchandising modules: the AI Image Suite (background removal, upscaling, license plate modification, smart cropping, feature hotspots, smart overlays, smart billboards, compliance, intelligent gallery), Image Backgrounding, Interactive 360, Automotive Videos, PureVIN (OEM build data valuation), and the preview-stage Automated Compliance computer-vision QA tool. Supporting sub-brands include ReconLogic (reconditioning services), VehicleStickers.io (window stickers / buyer's guides), and CarStudioPros. Services wrap the technology with nationwide Photography, Detailing, and Recon Services, while Window Stickers, VIN Decode, Photo/Video Capture, and Unlimited Exports are surfaced as standalone features within Frontline.

Differentiator

Problem solved

Functional benefit

Brands

• ReconLogic: ReconLogic is a reconditioning and information management platform for dealerships, integrated with the Frontline product line.
• VehicleStickers.io
• CarStudioPros
• PureVIN
• Frontline

Products and services

• AI Image Suite Suite of AI-driven image enhancement tools for dealerships, including background removal/replacement, upscaling/super-resolution, license plate modification, smart cropping, AI feature hotspots, smart overlays, smart billboards, compliance scanning, and an intelligent gallery.
• Image Backgrounding AI-powered tool that automatically removes and replaces vehicle image backgrounds, generating shadows and transparent windows, supporting multiple backgrounds per vehicle, blur effects, branding, interior backgrounding, and a Human-in-the-Loop quality control process.
• Interactive 360 Immersive 360-degree exterior and interior vehicle tours captured via the Xcite Capture mobile app, with AI-driven auto-tagging/hotspots, photo extraction, engagement analytics, custom and damage tagging, and syndication to Autotrader, Cars.com, and dealer websites.
• Automotive Videos (Video Platform) End-to-end AI-powered video marketing platform offering automatic videos, walk-around videos, new-model test drive, dynamic marketing videos, equity-offer personalized videos, real-time video communication, dynamic overlays, video landing pages, and syndication to Autotrader, Cars.com, YouTube, and dealer websites.
• PureVIN OEM build data-driven VIN feature identification and valuation tool that transparently displays each vehicle's unique options and values, automatically creates Smart Overlays and Smart Billboards, and powers value-added window stickers and website integration.
• Frontline Inventory Advanced inventory management platform that manages new and used inventory, provides live status updates, real-time VIN decoding, media export, custom syndication rules, mobile capture apps (iOS/Android), and integration with dealer CRMs, DMSs, and website providers.
• Frontline Recon Cloud-based reconditioning and vendor collaboration platform featuring digital work orders, approvals, simple invoicing, summary reporting, scheduling, mobile optimization, and 24/7 Command Center support for dealerships and dealer groups.
• Automated Compliance Patented AI and computer-vision quality assurance tool (preview announced Feb 2026) that checks dealership images for OEM brand-standard compliance, identifies sequencing errors, reflections, overlays, and other defects, can reorder or remove unwanted elements, and reportedly enables 100% image review with up to 600% productivity improvement.
• Photography Services Nationwide vehicle media services including on-site digital photography, immersive 360-degree capture, and walk-around videos, performed by trained photographers for dealers who prefer a full-service merchandising solution.
• Detailing Services Vehicle detailing service that prepares inventory to pristine condition through exterior washes and interior cleaning, ensuring vehicles are market-ready and photo-ready for digital merchandising.
• ReconLogic (Recon Services) Reconditioning service that prepares vehicles for sale with meticulous care, handling everything from minor repairs to complete reconditioning and on-lot preparation, supported by Frontline Recon's digital workflow.
• VehicleStickers.io Point-of-sale product for dealer groups and OEMs that modernizes how vehicle information is displayed to shoppers, providing premium reusable vinyl window stickers, FTC buyer's guides, and addendum stickers reflecting updated MSRP pricing.
• CarStudioPros Acquired sub-brand (Feb 2020) that expands Xcite's products and services for vehicle photography and merchandising studios.

Quantifiable outcome

• Automated Compliance enables 100% image review (up from 5%) and reportedly increases digital merchandising productivity by 600 percent.
• +1 more outcomes

Named customers6 records

Segments5 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration8 records

AI capability10 records

Feature9 records

Partnerships

Eight partnerships are on record, tiered flagship and core.

• Double4 AIflagshipStrategic or Co-development PartnerAcquired by Xcite Automotive in August 2024. The acquisition added four patents to Xcite's portfolio and integrated AI capabilities used to develop new products for dealer operations and customer experiences. Also established a new Xcite office in India with over 70 developers.
• AutotradercoreTechnology or IntegrationIntegration partner for syndication of dealer videos, 360s and vehicle imagery. Xcite distributes video and image content to Autotrader via feeds, APIs and embedded scripts on dealer websites.
• Cars.comcoreTechnology or IntegrationIntegration partner for syndication of dealer videos, 360s and vehicle imagery. Xcite distributes video and image content to Cars.com via feeds, APIs and embedded scripts on dealer websites.
• Dealer CRM / DMS / Website ProviderscoreTechnology or IntegrationFrontline Inventory platform integrates with multiple dealer CRMs, DMS systems, websites and other automotive technology providers to enable accurate marketing, syndication and data management.
• ReconLogicflagshipOEM/ Whitelabel/ Licensing PartnerXcite's own reconditioning brand / subdomain (reconlogic.com) operated as part of its brand portfolio, providing reconditioning services platform Frontline Recon.
• VehicleStickers.ioflagshipOEM/ Whitelabel/ Licensing PartnerXcite's own brand / subdomain launched February 2020 as a single-point solution helping dealer groups and OEMs modernize how they display vehicle information for shoppers. Operated by CDM Field Services, Inc. d/b/a USA Vehicle Stickers.
• Car Studio ProsflagshipStrategic or Co-development PartnerAcquired by Xcite Automotive in February 2020 to expand products and services. Now operated as one of Xcite's brands and integrated with the Frontline platform.
• OEMs (collaborative product development)coreStrategic or Co-development PartnerAutomated Compliance tool developed in collaboration with OEMs and dealer groups to enhance digital merchandising quality and consistency, with rules configurable per OEM brand standards.

Scale indicators7 records

Recent moves6 records

Expansion highlights6 records

Broad incumbents

• Cox Automotive: Cox Automotive operates a broad portfolio of dealer-technology and automotive marketplace brands (Dealertrack, vAuto, Manheim, Autotrader, Kelley Blue Book). It is the most consequential incumbent in the dealer technology stack and competes with Xcite across inventory management, merchandising, and marketplace syndication.
• DealerSocket (now part of Solera): DealerSocket (acquired by Solera) is a broad dealer-management and CRM platform with inventory and digital merchandising capabilities, overlapping with Xcite's Frontline platform and CRM integrations.
• vAuto: vAuto (Cox Automotive) provides inventory management and pricing tools for dealers. It overlaps with Xcite's Frontline Inventory and syndication capabilities, particularly in used-vehicle merchandising.
• Cars.com: Cars.com is both a syndication partner of Xcite and a broader marketplace/dealer-services platform. It competes indirectly through dealer digital marketing offerings that overlap with Xcite's video and merchandising modules.
• Roadster (now part of Cars Commerce): Roadster (Cars Commerce) provides digital retailing and merchandising tools for dealers, including online showroom and digital deal tools that overlap with Xcite's Frontline Showcase and digital merchandising products.

Direct peers

• SpinCar: SpinCar is a direct competitor in AI-powered vehicle photography, 360° spin capture, and interactive merchandising for automotive dealers, with a deeply overlapping product set (360 tours, AI imagery, video, syndication to Autotrader and Cars.com).
• PureCars: PureCars provides digital merchandising and marketing solutions for automotive dealers, including video, inventory merchandising, and AI-driven imagery, competing with Xcite's AI Image Suite and Video Platform modules.

Emerging players

• Tekion: Tekion is a cloud-native dealer management system with built-in digital retailing and merchandising workflows. It competes with Xcite's Frontline Inventory platform, particularly for digitally progressive dealer groups.
• CarNow: CarNow provides real-time digital retailing, live video, and merchandising tools for automotive dealers, competing with Xcite's Video Platform and AI-driven customer engagement features.
• DealerCenter: DealerCenter offers a cloud-based dealer management system with inventory and digital merchandising features aimed at independent and small dealer groups, providing a lighter-weight alternative to Xcite's full-service platform.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/XciteAutomotive
• Facebookfacebook.com/XciteAuto
• LinkedInlinkedin.com/company/xcite-automotive
• Instagraminstagram.com/xciteautomotive

Compliance4 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles8 records

Subsidiaries2 records

Funding overview

Funding rounds1 record

Investors

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

M&A4 records

Investments

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

Frequently asked questions about Xcite Automotive