Industry News

2026 State of People Counting: $1.3B Market, 12.3% CAGR, AI Wins

Market size, growth rate, AI vs thermal share, and the 3 trends reshaping retail analytics in 2026 — sourced from analyst reports and our 14-vendor census.

10 min read · Dec 20, 2025

The people counting software industry is experiencing its most transformative period since the shift from manual tally counters to automated sensors. As we enter 2026, AI-powered systems have become the dominant technology for new installations, privacy regulations are reshaping how counting data is collected and processed, and the market is shifting from standalone counting tools to integrated analytics platforms. Here's our comprehensive analysis of where the people counting market stands today — and where it's headed.

Market Overview

The global people counting software market reached an estimated $1.4 billion in 2025, representing 19% year-over-year growth. Market analysts project this to accelerate to a $3.1 billion market by 2030, driven by AI adoption, expanding use cases beyond retail, and increasing demand for real-time occupancy data in the wake of post-pandemic space management requirements.

North America remains the largest regional market at 38% of global revenue, followed by Europe (31%) and Asia-Pacific (24%). However, Asia-Pacific is growing fastest at 23% CAGR, driven by rapid retail modernization in Southeast Asia, smart city initiatives in China and India, and increasing labor costs making automated counting more attractive than manual alternatives.

Technology Adoption Trends

The most significant trend in people counting technology is the rapid displacement of legacy sensor technologies by AI-based computer vision. AI-powered people counting software now represents 58% of new installations globally, up from just 31% in 2022. Thermal sensors hold 22% of new installations, while infrared beam counters have fallen to 12% — primarily in budget-constrained applications.

Within AI video, the shift toward edge computing is notable. In 2023, 72% of AI people counting systems relied on cloud processing. By 2025, 54% of new AI installations use on-device (edge) processing, with only anonymized count data sent to the cloud. This shift is driven partly by privacy requirements and partly by the availability of more powerful, lower-cost edge AI chips from companies like NVIDIA, Qualcomm, and Hailo.

Privacy & Regulation

Privacy regulation continues to shape the people counting landscape. GDPR enforcement in Europe has established clear precedents that camera-based counting systems must either process video entirely on-device (never transmitting identifiable images) or obtain explicit consent — effectively mandating edge processing for compliant deployments. CCPA and emerging U.S. state privacy laws are following similar trajectories.

The regulatory environment has had two notable effects on the market. First, it has accelerated adoption of thermal and edge-AI solutions that are privacy-compliant by design. Second, it has created a competitive advantage for vendors who can demonstrate clear data handling practices. Buyers increasingly include privacy compliance documentation as a procurement requirement, and vendors who can provide GDPR/CCPA compliance certificates are winning deals over competitors who cannot.

Looking ahead, the EU AI Act — which takes full effect in 2026 — introduces additional requirements for AI systems used in public spaces. People counting systems in shopping centers, transport hubs, and public buildings may need to meet transparency requirements, including signage informing visitors that automated counting is in use. This is expected to increase compliance costs by 5–10% but will not significantly slow adoption.

Growth by Industry Vertical

Retail remains the largest vertical for people counting software, representing 52% of total installations. However, the fastest growth is happening outside traditional retail. Libraries, museums, and public spaces grew 28% in 2025, driven by funding justification requirements and space utilization optimization. Transportation hubs (airports, train stations) grew 24%, and commercial real estate grew 21% as building operators seek to measure space utilization in the hybrid work era.

The Integration Shift

Perhaps the most consequential trend for buyers is the shift from standalone people counting systems to integrated analytics platforms. In 2022, 78% of people counting software was sold as a dedicated, single-purpose tool. By 2025, 44% of new deals involve people counting as a module within a broader retail analytics, building management, or smart space platform.

This integration trend is being driven by buyer demand for unified dashboards that combine foot traffic data with POS data, heat mapping, queue management, and demographic analysis. Vendors that started as pure people counting companies are expanding into broader analytics suites, while large analytics platforms are acquiring or building people counting capabilities. For buyers, this means more choices — but also more complexity in vendor evaluation.

2026–2028 Predictions

1. AI video will exceed 70% of new installations by 2028, effectively commoditizing basic counting and shifting competitive differentiation to analytics and integration capabilities.
2. Edge processing will become the default architecture, with cloud-only systems declining to under 20% of new installations by 2027.
3. People counting will become a standard feature in commercial HVAC and building management systems, driving adoption in office buildings and reducing the standalone market.
4. Privacy-first design will become table stakes — vendors without edge processing and clear data handling practices will struggle to win enterprise deals.
5. The sub-$100/month price point for basic AI people counting will emerge by 2027, making the technology accessible to small businesses and single-location retailers for the first time.

The people counting software industry is maturing rapidly. For buyers evaluating solutions today, the key strategic consideration is not just accuracy and cost — but how well the system integrates with your broader analytics ecosystem and how future-proof the vendor's technology roadmap appears. The standalone counter is giving way to the intelligent analytics platform, and the vendors who adapt to that shift will define the next era of the market.