1. Core Industry Pain Points Solved by 3D Dual-Lens AI Customer Flow Statistics Terminal

Before deploying the 3D Dual-Lens AI Customer Flow Statistics Terminal, most 4S stores and offline retailers face four core operational bottlenecks, which traditional pedestrian counting devices cannot effectively resolve:

1.Data Interference from In-store Staff: Sales consultants and service personnel walk in and out of the store frequently, mixing with genuine customer footfall data, leading to inflated counting statistics and inaccurate conversion rate calculation. Traditional counters lack identification capability to separate staff from customers, while the Automatic Deduplication Passenger Flow Statistics Terminal (one variant of our product lineup) together with the standard 3D Dual-Lens AI Customer Flow Statistics Terminal uses reflective staff tags recognition to eliminate invalid staff counting data fundamentally.

2.Confusion Between Adults and Children Count: Kids accompanying parents enter 4S showrooms or retail shops, conventional counting tools cannot classify visitor age groups, causing error in per capita consumption and customer group analysis, and our core 3D Dual-Lens AI Customer Flow Statistics Terminal as well as the standard Binocular Customer Flow Counter realize automatic adult-child differentiation via binocular depth image recognition.

3.Poor Environmental Adaptability of Ordinary Counters: Fluctuating indoor lighting, strong outdoor sunlight through glass entrances, dim night showroom environment will cause serious miscount or count failure for infrared counters; our 3D Dual-Lens AI Customer Flow Statistics Terminal integrates dual-lens 3D imaging + ToF sensing, boasting strong anti-interference against variable ambient light.

All these pain points become the core R&D direction of SUNPN’s full-series counting equipment, making the 3D Dual-Lens AI Customer Flow Statistics Terminal the mainstream replacement product for outdated pedestrian counting hardware in the global 4S store industry.

2、SUNPN 3D Dual-Lens AI Passenger Flow Counting Terminal Core Function Introduction

Centered on the core 3D Dual-Lens AI Customer Flow Statistics Terminal, SUNPN’s product portfolio including 3D Dual-Lens AI Passenger Flow Statistics Camera, Automatic Deduplication Passenger Flow Statistics Terminal, and Binocular Customer Flow Counter owns comprehensive differentiated advantages targeting offline commercial application demands, detailed as below:
 

2.1 Ultra-high Counting Precision Based on Binocular & AI Algorithm

The standard 3D Dual-Lens AI Customer Flow Statistics Terminal adopts dual-lens binocular stereo vision technology, while the ToF version adds flight time ranging algorithm, achieving up to 99% pedestrian counting accuracy. Unlike single-point infrared counting that easily miscount clustered pedestrians, the core 3D Dual-Lens AI Customer Flow Statistics Terminal captures three-dimensional spatial information of passing people, automatically identifying entry, exit, loitering and repeated entry behaviors, which is also the core technical feature shared by the Binocular Customer Flow Counter.
 

2.2 Intelligent Staff Identification & Automatic Data Deduplication

Equipped with the function inherited from the Automatic Deduplication Passenger Flow Statistics Terminal, the mainstream 3D Dual-Lens AI Customer Flow Statistics Terminal supports reflective badge recognition for internal employees: store staff wear customized reflective tags, the terminal automatically filters out their access records from total footfall, ensuring counted data only reflects real potential customers. The AI upgraded edition of the 3D Dual-Lens AI Customer Flow Statistics Terminal further uses ReID algorithm to remove repeated visitor counts for long-staying customers, complying with global personal privacy protection regulations without capturing any facial information.
 

2.3 Flexible Hardware Installation & User-friendly Configuration

All models in the product line including the core 3D Dual-Lens AI Customer Flow Statistics Terminal support no-drilling wiring installation, merchants can mount the terminal above shop entrances, 4S showroom gateways or shopping mall passage ceilings effortlessly; built-in Type-C charging interface simplifies on-site power layout. Operators can finish parameter configuration and real-time device status monitoring via dedicated mobile APP, while backend PC management end supports one-click raw data export for offline archiving.
 

2.4 Cloud Platform + Open API Data Architecture

Every purchased 3D Dual-Lens AI Customer Flow Statistics Terminal comes with free access to SUNPN Smart Retail Cloud Management Platform, the core software carrier for footfall data storage and analysis. The cloud system supports multi-cycle data query ranging from 5-minute, 30-minute, hourly, daily, weekly, monthly to yearly statistics, helping 4S store managers compare off-peak and peak passenger volume. Besides, the whole series covering 3D Dual-Lens AI Passenger Flow Statistics Camera and core 3D Dual-Lens AI Customer Flow Statistics Terminal opens HTTP protocol and Cloud API interface, enabling seamless third-party system integration to push real-time footfall data to merchants’ existing ERP, store management dashboard and customized server, which is a key advantage of the Automatic Deduplication Passenger Flow Statistics Terminal for enterprise-level commercial clients.

3、Complete Application Architecture of 3D Dual-Lens AI Customer Flow Statistics Terminal

The application system of 3D Dual-Lens AI Customer Flow Statistics Terminal consists of three progressive layers: on-site hardware collection layer, cloud data storage layer, and multi-terminal data application layer, with derivative models 3D Dual-Lens AI Passenger Flow Statistics Camera, Automatic Deduplication Passenger Flow Statistics Terminal, Binocular Customer Flow Counter deployed flexibly across different layers according to client scenarios:

1.On-site Hardware Collection Layer: Install the core 3D Dual-Lens AI Customer Flow Statistics Terminal or alternative Binocular Customer Flow Counter on the top of 4S store entrance, shopping mall corridor and retail front door; the hardware captures real-time pedestrian passing information, automatically categorizing adult/child, staff/customer data and uploading encrypted raw data to cloud server via wired or wireless network. The Automatic Deduplication Passenger Flow Statistics Terminal undertakes primary on-site deduplication calculation at this layer to reduce redundant cloud data transmission.

2.Cloud Data Storage & Calculation Layer: SUNPN cloud platform receives data sent from all connected 3D Dual-Lens AI Customer Flow Statistics Terminal and 3D Dual-Lens AI Passenger Flow Statistics Camera, completing automatic data sorting, multi-dimensional calculation including YoY and MoM footfall comparison, peak/off-peak period analysis and multi-store centralized account management. Multi-chain store operators can set differentiated permission for each branch store’s data viewing at cloud backend.

3.Multi-terminal Application & Decision Layer: End users access processed footfall reports via three channels: mobile APP for anytime real-time data check, WEB cloud dashboard for large-screen footfall visualization display, and local PC backend for Excel formatted report export; meanwhile, third-party business system pulls designated footfall data through open API from cloud, realizing data-driven refined operation.



 

4、Practical Application Scenarios & Commercial Value of 3D Dual-Lens AI Customer Flow Statistics Terminal

The core 3D Dual-Lens AI Customer Flow Statistics Terminal and its three auxiliary categorized products have formed mature landing solutions for automotive 4S stores as the core scenario, plus chain retail, brand boutique, large supermarket and commercial plaza, bringing tangible economic benefits for offline merchants:
 

4.1 Core Scenario: Automotive 4S Store Operation Optimization

For new car sales 4S stores, installing multiple sets of 3D Dual-Lens AI Customer Flow Statistics Terminal at showroom main gate, vehicle test drive entrance and after-sales service doorway helps management team:
①Calculate accurate customer-to-deal conversion rate by comparing real customer footfall (excluding staff data filtered by the Automatic Deduplication Passenger Flow Statistics Terminal) and monthly vehicle sales volume, assessing sales team overall performance scientifically;

②Identify daily peak visiting hours via cloud platform statistics, arranging more sales consultants on duty during high-footfall periods and optimizing staff scheduling to cut unnecessary labor cost;

③Evaluate offline exhibition and promotional activity effect by comparing footfall data before and after marketing events, adjusting subsequent advertising investment strategy. Many auto groups equip every offline outlet with the Binocular Customer Flow Counter or standard 3D Dual-Lens AI Customer Flow Statistics Terminal to realize group-wide unified passenger data management via cloud.
 

4.2 Extended Scenario: Chain Retail & Shopping Mall Management

Brand chain apparel shops and large shopping malls deploy the 3D Dual-Lens AI Passenger Flow Statistics Camera and core 3D Dual-Lens AI Customer Flow Statistics Terminal at each shop entrance and public corridor: Shopping mall operators master regional passenger heat distribution to optimize store rent layout and directional advertising placement; retail store owners analyze adult-child proportion from counting data to adjust commodity stocking ratio for children and adult goods, lifting overall in-store turnover.



As offline physical commerce accelerates digital transformation, reliable passenger flow data becomes an indispensable core operational asset for merchants ranging from automotive 4S stores to global chain retailers. SUNPN’s flagship 3D Dual-Lens AI Customer Flow Statistics Terminal, alongside its serialized options 3D Dual-Lens AI Passenger Flow Statistics Camera, Automatic Deduplication Passenger Flow Statistics Terminal and Binocular Customer Flow Counter, perfectly solves long-standing counting inaccuracy and data application difficulties of traditional pedestrian counters. With mature binocular 3D AI technology, flexible deployment, open data access and free cloud management service, the 3D Dual-Lens AI Customer Flow Statistics Terminal has become the preferred 4S Store Customer Flow Counter choice for thousands of global offline commercial clients, continuously empowering refined and data-based offline business operation.

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