People Counting Software Comparison and Selection Guide
The Best People Counting Software in 2026: A Buyer's Guide
There is no single best people counting software, only the best fit for your sites, your sensors and your systems. This guide shows how to compare platforms on the points that decide the outcome: what accuracy really means and how to test it, hardware independence, integrations with POS and BI, and the pricing model behind the quote.
Four Questions Every Buyer Must Answer Before Signing a People Counting Contract:
Is It Hardware Independent?
Some platforms only run on the vendor's own sensors, which ties the software contract to the hardware for its whole lifetime. Ask which third party sensors are supported today and whether the counters you already own can be connected.
What Does Accuracy Mean in the Contract?
A 99 percent figure in a brochure is not a commitment. Ask how accuracy is measured, over which period, at which type of entrance, and what the vendor guarantees in writing. Then verify it yourself against manual counts.
What Can It Integrate With?
Footfall becomes valuable when it meets sales, staffing and marketing data. Check the native POS connectors, the BI exports and whether the API is open, documented and included in the licence rather than sold as an extra.
Can It Grow Beyond Counting?
Most buyers start with entrance counts and later need occupancy, zones, queues, air quality or tenant reporting. A platform that already covers those saves a second procurement two years from now.
What People Counting Software Does in 2026
The sensor produces a count. The software turns that count into decisions on staffing, opening hours, conversion, layout and rent.
Modern people counting software collects footfall from every entrance, calculates live occupancy, matches visitors against POS transactions for conversion rate and sales per visitor, measures queues and dwell time, breaks the floor into zones and heat maps, and benchmarks every site against the rest of the estate. Vemcount does all of this on one platform and processes more than 60 million counts every day across 55,000+ installations in 98+ countries. The sensor decides how well you count. The software decides what you can do with the numbers, how many sites you can manage, and whether the data reaches the people who make the decisions.
How to Compare People Counting Software: Seven Criteria
Accuracy and How to Test It
Hardware Independence
Integrations and API
Reporting and Benchmarking
Occupancy and Live Data
Beyond Counting
Pricing Models
Accuracy is the first number in every sales deck and the least defined. What matters is the contractual minimum, measured against manual counts over a full trading day at your type of entrance. Vemcount installations are contracted at a minimum of 96 percent accuracy and typically deliver 98 to 99 percent with 3D stereo or time of flight sensors. Each technology has trade-offs. 3D stereo and time of flight handle groups, children and trolleys well and produce no identifiable images. Thermal sensors are privacy friendly and simple to install but struggle with wide entrances and crowds. WiFi tracking is inexpensive but samples phones rather than people. Camera based AI is flexible but brings lighting dependencies and GDPR questions. Test before you sign, and get the figure in writing.
A platform that only runs on its own sensors locks the analytics contract to the hardware for a decade. Hardware independent software lets you keep sensors you already own, choose the right sensor for each entrance and change supplier without losing history. Vemcount is sensor agnostic and connects Xovis, Irisys, Brickstream, Hikvision Cloud, Avigilon Alta Aware, Eco-Counter, Axis, Hella Aglaia, Intenta, TDI and VIVOTEK, so a mixed estate reports in one place with one data model. See the full list on our integrations page.
Footfall on its own tells you how busy you were. Footfall next to sales tells you how well you performed. Check which POS systems connect natively, how transactions are matched to traffic per hour and per store, and whether the API is open, documented and included in the licence. Vemcount offers native connectors for Shopify, Dynamics 365 Business Central, Lightspeed Retail and 16 more POS systems, plus BI exports and an open API for your own data warehouse. Details are on the integrations page.
A single site dashboard is easy. The real test is a 200 site estate on a Monday morning: which stores underperformed, why, and who receives the alert. Look for multi-site benchmarking, scheduled reports, role based access for store, region and head office, and the KPIs that drive action: conversion rate, sales per visitor, average transaction against traffic, staff to traffic ratio and peak hour coverage. Vemcount ranks sites and periods automatically and delivers reports by email or dashboard in the language of the recipient.
Live occupancy turns counting into an operational tool. The platform should show how many people are inside each zone right now, trigger alerts when capacity or staffing thresholds are crossed, and display the figure on a screen at the entrance if required. Ask about latency, how several entrances are netted against each other, and how the system corrects drift over a long trading day. Vemcount provides real time occupancy per zone and per building, capacity alerts and public displays as standard.
Once counting is reliable, the same infrastructure can carry more. Vemcount sits on the Vemco platform together with VemSpace for indoor air quality and environmental data, VemMaps for visualising traffic and zones on floor plans, and VemTenant for shopping centres and landlords who need footfall and turnover reporting per tenant. One login, one data model and one supplier, which matters when the next project is occupancy driven ventilation or a landlord reporting mandate rather than another entrance.
Most quotes combine two elements: the sensors and the software. Sensors can be bought outright or rented as part of a monthly fee, and the software is normally licensed as SaaS per location or per sensor. Ask what the licence includes: API access, number of users, report scheduling, support hours and data retention. Ask what happens to your data at the end of the term. Then compare the total cost over five years rather than the first invoice, because installation, recalibration and sensor replacement decide the real price.
How to Run a Fair Vendor Comparison
Run a 30 day pilot on two entrances with different character, for example a wide main entrance and a narrow side door. Have the finalists install on the same doors, then verify each system against manual counts on at least three trading days including a peak. Ask every vendor for the accuracy clause in writing before the pilot starts, not after.
Use the pilot to test the parts that rarely get tested. Pull data through the API into your own BI tool. Connect the POS and check that conversion is calculated the way your finance team expects. Log a support ticket and time the answer. Check that the platform is available in the languages your store teams actually work in, Vemcount is available in 8 languages, and confirm that the vendor supports your regions with local time zones, currencies and installation partners.
Buy or Rent Sensors: Two Ways to Fund People Counting
Outright Purchase
Buy the sensors and license Vemcount as SaaS per location. The natural choice when the project sits in a capital budget, you want to own the hardware and expect to keep it in service for many years.
Rental Model
Sensors, installation, platform and service in one monthly fee per entrance. Nothing to depreciate, replacements are included, and people counting is booked as an operating cost from the first month.
Bring Your Own Sensors
Already counting? Vemcount connects sensors from Xovis, Irisys, Brickstream, Axis and many others, so you pay for the software only and keep the hardware investment you have already made.
Scale at Your Own Pace
Start with a pilot on a handful of sites and roll out to the estate as the business case is proven. Licences, users and reports scale with the number of active locations, under either model.
The People Counting Platforms You Will Meet in 2026
Vemcount (Vemco Group)
Suits retailers, malls, airports and public buildings that run mixed sensor estates across many sites. Hardware independent, with support for Xovis, Irisys, Brickstream, Axis and others, native POS connectors, an open API, live occupancy and multi-site benchmarking. Extends to air quality, floor plans and tenant reporting on the same platform. More than 20 years in the market, 800+ malls, available in 8 languages.
Sensormatic ShopperTrak
Part of Johnson Controls and one of the longest established names in retail traffic counting. Suits large enterprise retailers and shopping centres that want traffic analytics alongside loss prevention and inventory intelligence from a single supplier. Runs on Sensormatic's own overhead sensors and is known for its retail traffic benchmarking indices.
RetailNext
A smart store analytics platform built around its own AI powered Aurora sensor. Suits enterprise retailers that want traffic, occupancy, group counting, pass-by analytics and staffing recommendations in one system. Publicly states 95 to 99 percent counting accuracy and prices per sensor per month with API access included.
FootfallCam
UK based manufacturer offering 3D counting sensors, mmWave radar for queues and zones, and its own analytics software. Suits retailers, supermarkets and offices that prefer one vendor for hardware and software, with a broad set of built in retail metrics and a wide range of sensor form factors.
V-Count
Manufacturer of AI based counting sensors paired with its own BoostBI analytics platform. Suits retailers, malls and airports that want sensors and analytics from one vendor, with a large library of predefined KPIs, staff exclusion and a mobile app. Positions itself on audited accuracy and fast deployment.
Xovis (Software Layer)
Swiss manufacturer best known for 3D stereo sensors in airports, retail and public transport, with its own passenger flow software for airports and cloud tools for partners. Suits complex, high traffic environments. In retail and malls, Xovis sensors are commonly run through partner platforms such as Vemcount, and Vemco Group is an official Xovis Gold Partner.
Dor
A battery powered, peel and stick thermal counter with cellular connectivity and a simple cloud dashboard. Suits independent and small chain retailers who want traffic and POS based conversion without wiring or IT involvement. Integrates with Shopify, Lightspeed and Square and offers CSV export and an API.
Density
Workplace occupancy analytics built on its own anonymous, non-camera sensors for entrances and open areas. Suits corporate real estate and facilities teams measuring space utilisation across office portfolios rather than retail traffic. API first, with integrations into workplace and building systems.
A Solution to Every Problem
Luksusbaby A/S
Problem
Luksusbaby wanted to view real-time, accurate KPIs regarding their physical stores, such as hit and conversion rates, for improved decision-making.
Solution
Our solution helped Luksusbaby take action based on facts rather than intuition while discovering the age of their incoming visitors for accurate conversion rate data.
Daells Bolighus
Problem
Daells Bolighus struggled to keep up with the changing market and had been in an economic deficit for 16 years. The main problems were old-fashioned marketing strategy and a lack of insight into customer data.
Solution
Vemco Group installed people counters in both Daells Bolighus stores and integrated sales and visitor data from the physical stores with online data from their website, allowing them to view and compare data across locations.
Magasin
Problem
Magasin had an outdated, unreliable people counting solution and wanted a hosted solution, exporting data into a central BI system to give them insight into customer behavior in all their department stores.
Solution
We delivered an accurate, up-to-date people counting solution to Magasin, which allowed them to reduce operational costs by outsourcing their customer data to us.
Odense Municipality
Problem
Odense Municipality wanted to access insight into how the citizens and visitors of Odense use the city and act on these insights based on factual decision-making rather than intuition.
Solution
To measure how the citizens and visitors of Odense use the shopping street, we cover all relevant entrances and exits with weather-resistant sensors that cover heights up to 20 meters.
Frequently Asked Questions About People Counting Software
What is the best people counting software?
The best people counting software is the one that fits your estate, and four criteria decide that: whether it is hardware independent, what accuracy is guaranteed in the contract, which POS, BI and building systems it integrates with, and whether it scales from one entrance to hundreds of sites. Vemcount is built for that profile. It connects sensors from Xovis, Irisys, Brickstream, Axis and many others, is contracted at a minimum of 96 percent accuracy and typically delivers 98 to 99 percent, offers native POS connectors and an open API, and is available in 8 languages across 55,000+ installations worldwide.
How accurate is people counting software?
Accuracy depends more on the sensor technology and the installation than on the software. 3D stereo and time of flight sensors typically reach 98 to 99 percent at a well planned entrance, while thermal and WiFi based methods are lower and more variable. The software's job is to protect that accuracy by filtering staff, netting several entrances against each other, flagging sensors that drift and keeping history consistent when a layout changes. Always ask for the minimum figure in writing and verify it against manual counts.
What is the difference between people counting software and a people counter?
A people counter is the sensor mounted above the door that detects and counts people passing beneath it. People counting software is the platform that collects data from all counters, stores it, calculates occupancy and conversion, produces reports and alerts, and connects to POS, BI and building systems. You need both, but the software decides how useful the counts become and how many sites you can manage.
Can I use my existing sensors?
With a hardware independent platform, usually yes. Vemcount integrates sensors from Xovis, Irisys, Brickstream, Hikvision Cloud, Avigilon Alta Aware, Eco-Counter, Axis, Hella Aglaia, Intenta, TDI and VIVOTEK, so existing installations can be connected and reported alongside new ones. Check the model and firmware with us before the project starts.
Does people counting software integrate with POS?
Yes. Good people counting software matches transactions to footfall per store and per hour to calculate conversion rate, sales per visitor and average transaction against traffic. Vemcount has native connectors for Shopify, Dynamics 365 Business Central, Lightspeed Retail and 16 other POS systems, plus an open API for systems that are not on the list.
How much does people counting software cost?
Pricing normally has two parts: the sensors, which can be bought outright or rented as part of a monthly fee, and the software, which is licensed as SaaS per location or per sensor. The total depends on the number of entrances, the sensor technology, installation and the modules you need, so compare offers over a five year horizon and check what the licence includes: users, API access, reports, support and data retention.
Is people counting GDPR compliant?
People counting is fully compatible with GDPR when the right technology is chosen. 3D stereo and time of flight sensors measure height and movement and produce no identifiable images, thermal sensors detect heat only, and the counting data is anonymous and aggregated. No faces are stored and no individual is tracked across visits. Camera based systems that record video require a separate assessment, which is one reason many buyers avoid them for counting.
Which industries use people counting?
Retail chains and shopping centres are the largest users, followed by airports, public transport, libraries, museums, leisure venues, supermarkets and offices. The use cases differ, from conversion in a store to passenger flow at a gate or space utilisation in a workplace, but the requirement is the same: reliable counts turned into decisions on one platform.
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