A retail analytics request for proposal (RFP) goes beyond listing features. Vague requirements—like “accurate counting,” “real-time reporting,” or “AI-powered insights”—lead vendors to make different assumptions, hindering fair comparison.
When evaluating retail analytics solutions, procurement teams should describe their business objectives, technical environment, expected deliverables, and evaluation criteria so vendors can respond with specific evidence.
Start With Business Objectives
The project brief should clearly state the retailer’s goals—such as measuring foot traffic, mapping customer movement, analyzing dwell time near displays, or benchmarking across branches. Each objective implies distinct device needs, analytics capabilities, and reporting formats.
Describe the retail environment: number and types of locations, entrances, existing cameras, network conditions, and rollout timeline. This context enables vendors to propose tailored solutions—not generic packages.
Build a Requirements Matrix Vendors Can Complete
A response matrix translates business expectations into testable requirements. Each row should describe one capability, state its priority, and specify the evidence requested from the vendor.
| Requirement area | Example RFP wording | Requested response |
| Footfall measurement | Record entries and exits by store and reporting period | Supported functions and sample report |
| Customer behavior | Provide dwell-time or heatmap analysis where applicable | Available metrics and device requirements |
| Reporting | Compare results across locations and date ranges | Dashboard demonstration or report sample |
| Integration | Explain compatibility with existing retail systems | Supported interfaces and limitations |
| Deployment | Describe installation, configuration, and training | Scope, schedule, and fees |
Use priority labels such as essential, preferred, and optional. Vendors can then identify gaps clearly instead of presenting every feature as equally available. Ask them to mark each requirement as supported, conditionally supported, planned, or unavailable.
Separate Hardware Capabilities From Software Functions
Device specifications and analytics functions belong in related but distinct RFP sections. Sensors capture entry, exit, or passing traffic; software transforms that data into reports. Separating these requirements clarifies each component’s role.
Comparing people counting products requires more than matching model names to a feature list. For example, a retailer may need a binocular counter for walk-in and walk-out measurement, an outdoor counter for passerby traffic, or an AI-powered model for demographic analysis. If duplicate-count filtering is required, specify the expected function separately and ask vendors to identify the supporting model and its operating conditions. The RFP should specify use cases per location and ask vendors to propose suitable models.
Software requirements deserve the same precision. Specify whether teams need real-time traffic monitoring, historical comparisons, heatmaps, demographic reports, or store KPI (Key Performance Indicator) analysis. Request sample outputs and explain which employees need access to each report.
Define the Data Before Requesting a Dashboard
Different platforms may label or calculate metrics differently. The RFP should define key terms, including what qualifies as a store visit, how entries and exits are recorded, which time zone applies, and how reporting periods are handled.
If conversion analysis is required, define the denominator used in the calculation, such as recorded store entries or unique visitors, and clarify how POS transactions are counted. Ask vendors to explain the data sources, synchronization intervals, calculation methods, and treatment of incomplete or duplicate records.
These definitions are particularly important when a retailer compares multiple locations. Shared rules make differences in reports easier to interpret and reduce disputes about whether two vendors are measuring the same thing.
Describe the Existing Technical Environment
Integration requirements should identify the systems that need to work together. List existing counters, cameras, network video recorders, POS systems, data platforms, and reporting tools where relevant. Include model numbers or technical documentation when available.
Ask vendors to specify supported protocols, application programming interface (API) options, data export formats, configuration dependencies, and additional hardware or licensing requirements. Where compatibility has not been confirmed, request a technical assessment or pilot rather than accepting a broad assurance.
Make Acceptance Testing Part of the RFP
A proposal should explain how performance will be evaluated after installation. Define a pilot scope, representative operating conditions, test duration, and acceptance thresholds. For people counting, the evaluation may compare system output with manually verified counts across quiet and busy periods.
The test plan should also cover reporting accuracy, data availability, integration behavior, and user access. Ask each vendor to describe the evidence it will provide and how discrepancies will be investigated. Acceptance criteria agreed upon before deployment create a transparent basis for approval.
Evaluate the Whole Offer, Not Just the Feature List
Commercial and operational details belong in the response template. Request separate costs for hardware, software subscriptions, integration, installation, training, support, and future expansion. Ask for renewal terms, warranty coverage, service response expectations, and exclusions in writing.
Use a scoring model weighting functional fit, technical compatibility, reporting quality, implementation approach, support, and total cost—aligned with the retailer’s priorities. Require uniform response formats from all bidders to enable objective, content-based comparison.
Placing OVOPARK in the Evaluation
OVOPARK offers people counters, people-counting analytics software, and other retail technology products. Its official product catalogue includes binocular counters, passersby counters, AI-powered counters, and analytics software covering traffic measurement, visitor analysis, heatmaps, and store KPI reporting.
The specific model, software functions, integration conditions, and commercial terms should be confirmed for each proposed deployment.
The RFP should invite OVOPARK and other vendors to map their proposed products to the same requirements matrix. This creates a consistent basis for comparing technical fit, available functions, and implementation requirements while allowing suppliers to explain differences in their offerings.
The Response Package
Require each bidder to return a completed requirements matrix, proposed architecture, product list, sample reports, implementation plan, itemized pricing, and list of exceptions. With these documents in a consistent format, the procurement team can assess technical suitability and business value against the same criteria.
