Retail Video Analytics in Louisville, KY | Laswell

Retail Video Analytics & Heat Mapping for Louisville Businesses

Sep 9, 2026

Security cameras have traditionally helped businesses see what is happening on their property and review recorded footage after an incident.

Today, compatible commercial camera systems can do more.

Business Activity Analytics can use video data to help business owners better understand how people move through a store, where customers spend time, how many people pass through an entrance and how activity changes throughout the day.

For retailers in Louisville, KY and throughout Kentuckiana, that information can provide another perspective when evaluating store layouts, staffing, checkout areas and customer traffic patterns.

What are retail video analytics? Retail video analytics use compatible security cameras and software to analyze patterns of movement within defined areas. Depending on the equipment and configuration, businesses may be able to use features such as heat mapping, people counting, occupancy tracking, crowd gathering and queue monitoring. Alarm.com currently offers all five through its Business Activity Analytics platform.

What Is Business Activity Analytics?

Business Activity Analytics, or BAA, allows compatible commercial security cameras to provide operational information in addition to traditional surveillance footage.

Rather than requiring someone to manually watch hours of video, analytics can evaluate specific types of activity based on rules configured for the property.

Alarm.com’s current Business Activity Analytics capabilities include:

  • Heat Mapping
  • People Counting
  • Occupancy Tracking
  • Crowd Gathering
  • Queue Monitoring

These features use defined zones or virtual tripwires to evaluate how people move through selected areas of a business.

Laswell can incorporate compatible analytics into commercial security cameras when the equipment, camera placement and service configuration support the desired features.

What Is Retail Heat Mapping?

Retail heat mapping helps visualize where people spend the most time within a defined area over a selected period.

The resulting heat map highlights differences in activity throughout that space, making it easier to identify areas that receive more or less customer traffic.

For example, a retailer could use heat mapping to compare activity around:

  • Product displays
  • Promotional areas
  • Store entrances
  • Main aisles
  • Endcaps
  • Demonstration areas
  • Waiting spaces
  • Customer-service areas

Alarm.com defines heat mapping as tracking and visualizing where people spend the most time within an area during a specified date and time range.

That can give a business another source of information when evaluating how customers interact with the physical space.

Heat Mapping Is Not Thermal Imaging

This distinction is important.

Retail heat mapping does not mean the camera is measuring people’s body temperature or detecting heat.

Instead, the term refers to a visual representation of activity and foot-traffic patterns detected through video analytics.

Areas with greater activity are represented differently from areas with less activity.

That is completely different from infrared thermography, which measures thermal energy and temperature patterns.

For Laswell customers, the distinction matters because retail video analytics and electrical infrared thermography are two unrelated technologies used for very different purposes.

1. Understand Which Areas Customers Visit Most

One of the most straightforward uses of heat mapping is understanding where customers spend time.

A store owner may have assumptions about which parts of the business receive the most attention.

Analytics can provide another source of data.

For example, a retailer might discover:

  • One display receives significantly more traffic than another
  • Customers frequently bypass a certain aisle
  • A promotional area attracts attention but creates congestion
  • One entrance is used much more frequently than another
  • Customers consistently gather around a particular product category

That information does not tell the business what decision it must make.

Instead, it gives management additional information to consider alongside sales data, employee observations and other business metrics.

2. Compare Product and Display Locations

Retail merchandising often involves testing where products or promotions should be placed.

Heat maps can help businesses compare how customer activity changes around different areas of the store.

For example, a Louisville retailer might move a seasonal display from one area to another and later compare traffic patterns.

The analytics may help answer questions such as:

  • Are more people passing the display?
  • Are customers spending time near it?
  • Is the new location creating congestion?
  • Is another part of the store receiving less traffic?

Alarm.com specifically identifies product-display placement and understanding customer traffic patterns as potential applications for Business Activity Analytics.

The data does not guarantee that a particular display will increase sales, but it can help businesses evaluate how people interact with the store layout.

3. Use People Counting to Measure Traffic

People counting provides a different type of information from heat mapping.

Rather than showing where people spend time, a virtual tripwire can count how many people cross a defined line in a particular direction.

Possible applications include:

  • Counting customers entering a store
  • Comparing traffic between entrances
  • Tracking activity in different sections
  • Comparing customer volume by day
  • Identifying peak traffic periods

For businesses with multiple entrances, people counting may also help identify which entrance receives the most use.

Alarm.com’s current documentation specifically lists comparing entrance traffic as one potential use of people-counting rules.

4. Identify Peak Traffic Periods

Customer traffic can vary significantly throughout the day or week.

A retailer may already know that Saturdays are busy, but analytics can provide more specific information about when activity increases.

Depending on the setup, reports can help businesses examine:

  • Total traffic
  • Peak periods
  • Differences between days
  • Activity changes over time

This information can be considered when businesses make decisions about:

  • Employee scheduling
  • Break timing
  • Customer-service coverage
  • Checkout staffing
  • Promotional events

It is important to frame this correctly: analytics do not automatically determine the ideal staffing level.

They provide data that management can use alongside sales volume, labor needs and operational experience when making staffing decisions.

5. Monitor Occupancy

Occupancy tracking uses multidirectional counting to estimate the total number of people within a defined area.

Alarm.com’s current system can use this information to determine net occupancy and can generate alerts when configured occupancy thresholds are exceeded.

Possible applications include:

  • Retail stores
  • Showrooms
  • Lobbies
  • Event spaces
  • Fitness facilities
  • Waiting areas
  • Restaurants
  • Entertainment businesses

Occupancy analytics can be useful for understanding how busy a space becomes at different times.

Any regulatory or legal occupancy requirements should still be handled according to the appropriate code, authority or professional guidance rather than relying solely on camera analytics.

6. Measure Checkout and Waiting-Line Activity

Queue monitoring can be particularly useful for retailers and other customer-facing businesses.

Alarm.com’s Queue Monitoring feature can evaluate both the number of people within a defined queue and average wait time. Alerts can also be configured when selected queue-size or wait-time thresholds are exceeded.

For a retailer, that could help management better understand:

  • How often checkout lines build
  • When lines are longest
  • Average wait time
  • Which periods consistently create congestion
  • Whether additional attention may be needed at checkout

Other businesses might use queue monitoring around:

  • Reception desks
  • Service counters
  • Pickup areas
  • Ticket counters
  • Food-ordering lines

Again, the analytics provide information. How the business responds remains an operational decision.

7. Monitor Crowd Gathering

Crowd Gathering analytics can monitor how many people are present within a defined area.

Businesses can establish a ground zone and receive information or alerts when activity within that area reaches selected thresholds.

Potential retail uses might include:

  • Promotional displays
  • Demonstration areas
  • Special events
  • Product launches
  • Waiting areas

This feature may also be useful outside traditional retail, including restaurants, entertainment venues, offices and other businesses where management wants greater awareness of how spaces are being used.

8. Understand Store Traffic Without Watching Hours of Video

Traditional surveillance footage is valuable when you know what event you need to find.

For example, management may need to review:

  • A specific incident
  • A suspected theft
  • An employee or customer interaction
  • Activity at a particular time
  • A vehicle entering the property

Business analytics serve a different purpose.

Instead of manually reviewing hours of footage to estimate customer traffic, analytics can summarize certain patterns of activity.

That makes commercial cameras useful for both security and business operations.

9. Combine Operational Analytics With Traditional Surveillance

Business Activity Analytics does not replace traditional security-camera functions.

A retailer may still rely on cameras for:

  • Live viewing
  • Recorded footage
  • Incident investigation
  • Entry and exit visibility
  • Inventory areas
  • Cash-handling locations
  • Parking-lot monitoring
  • After-hours activity

Analytics add another layer.

A camera system may therefore help answer two very different questions:

What happened during this specific incident?

and

How is this part of the business typically being used?

That combination is one reason modern commercial surveillance can provide value beyond basic video recording.

10. Camera Placement Matters for Analytics

Analytics are only as useful as the camera view supporting them.

A camera positioned primarily to capture detailed faces at an entrance may not always be the ideal camera for evaluating traffic across a large retail floor.

Likewise, a wide overview camera may be useful for heat mapping but may not provide the close detail required for another security purpose.

Alarm.com’s technical documentation provides different camera-placement examples for heat mapping, people counting and queue monitoring, reinforcing that each analytic rule should be designed around the specific area being evaluated.

Professional system design should consider both:

  • What security footage needs to capture
  • What business information management wants to analyze

11. Not Every Camera or Service Plan Supports Every Feature

Business Activity Analytics depends on compatible equipment and service configuration.

Alarm.com currently identifies specific compatible camera models and notes that Business Activity Analytics is available with select commercial video service plans.

That means an existing camera system should be evaluated before assuming analytics can simply be switched on.

Factors may include:

  • Camera model
  • Camera positioning
  • Service plan
  • Network connection
  • Current recording configuration
  • Desired analytics

Laswell can evaluate the existing system and determine whether compatible analytics can be added or whether equipment changes would be necessary.

12. Reliable Networking Matters

Modern analytics depend on the broader technology infrastructure supporting the camera system.

A camera may be properly positioned but still perform poorly if connectivity is unreliable.

For larger retail spaces or businesses with multiple connected devices, network planning may include:

  • Structured cabling
  • PoE infrastructure
  • Network switches
  • Internet connectivity
  • Wi-Fi coverage where appropriate
  • Equipment location
  • Network reliability

Laswell’s commercial networking and Wi-Fi services can support the network infrastructure required by connected cameras and other commercial technology.

For renovations or new commercial spaces, planning cameras and network infrastructure together can often be more efficient than treating them as completely separate projects.

13. Retail Analytics Can Be Useful Beyond Traditional Stores

Although heat mapping is particularly easy to understand in a retail environment, Business Activity Analytics can be useful in many kinds of businesses.

Possible applications include:

Restaurants

Queue monitoring may help evaluate activity around registers or pickup areas, while heat maps can provide information about how seating or service areas are used. Alarm.com currently highlights heat mapping and queue monitoring as capabilities for food-and-beverage businesses.

Auto Dealerships

Showrooms and customer-service areas may benefit from information about visitor traffic and how different areas are used.

Professional Offices

Occupancy and people counting can provide information about lobby or common-area activity.

Gyms and Fitness Facilities

Businesses may want to understand how different areas of the facility are used throughout the day.

Entertainment Venues

Crowd gathering and traffic patterns may help management understand high-activity spaces.

Multi-Location Businesses

Analytics reports can provide additional operational information across multiple properties, depending on the system configuration.

14. Consider Privacy When Using Video Analytics

Video analytics should be implemented thoughtfully.

Businesses should consider:

  • Where cameras are placed
  • What areas they monitor
  • Who can access footage
  • Who can access analytics
  • How long information is retained
  • Applicable employee or customer privacy requirements
  • Company policies regarding surveillance

Cameras should not be installed in areas where people reasonably expect privacy.

Businesses with specific employment, privacy or regulatory concerns should consult the appropriate legal or compliance professionals.

15. Analytics Should Support Business Decisions, Not Replace Them

Business Activity Analytics can provide useful data, but a heat map does not know everything about the business.

For example, a high-traffic area is not automatically the most profitable area.

A long queue does not automatically mean another employee should be scheduled.

A low-traffic display does not necessarily mean the merchandise should be moved.

Businesses should combine analytics with:

  • Sales information
  • Customer feedback
  • Employee observations
  • Operational goals
  • Staffing requirements
  • Seasonal patterns

The value is in having another source of information rather than relying only on assumptions.

What Is the Difference Between Heat Mapping and People Counting?

These features answer different questions.

Heat Mapping

Where are people spending their time?

Heat mapping visualizes relative activity within a defined area.

People Counting

How many people crossed this location?

People counting uses a virtual tripwire to count people moving across a selected line.

Occupancy Tracking

How many people are currently inside the defined space?

Occupancy uses multidirectional counting to estimate net occupancy.

Crowd Gathering

How many people are gathered in this particular area?

A defined ground zone tracks activity within that space.

Queue Monitoring

How many people are waiting, and for approximately how long?

Queue monitoring measures queue size and average wait time.

Alarm.com currently offers each of these as part of its Business Activity Analytics platform.

What Questions Can Retail Video Analytics Help Answer?

Depending on the system and configuration, analytics may provide information that helps a retailer explore questions such as:

  • Which entrance receives more traffic?
  • When is the store busiest?
  • Which areas receive the most customer activity?
  • Are customers spending time around a new display?
  • When do checkout lines tend to become longer?
  • How many people are passing through a selected area?
  • Are certain parts of the store consistently underused?
  • Does traffic change after a layout adjustment?

The important distinction is that analytics provide data to evaluate these questions, they do not automatically provide the business decision.

Retail Video Analytics vs. a Standard Security Camera System

A standard commercial camera system is primarily designed around surveillance.

The owner may view live video, review recordings and retrieve footage after an event.

Business Activity Analytics can add operational reporting to compatible camera infrastructure.

For some businesses, the resulting commercial security system may therefore support both security needs and selected operational insights rather than treating those objectives separately.

Frequently Asked Questions About Retail Video Analytics

What is retail heat mapping?

Retail heat mapping uses video analytics to visualize areas where people spend more or less time within a defined space over a selected period.

Is security-camera heat mapping the same as thermal imaging?

No. Retail heat mapping visualizes customer movement and activity patterns. It does not measure body temperature or thermal energy.

Can security cameras count customers?

Compatible camera systems may support people-counting analytics that count people crossing a virtual tripwire. Available capabilities depend on the camera and system configuration.

Can video analytics tell me how long customers wait in line?

Compatible queue-monitoring analytics can measure queue size and average wait time within a defined area.

Are video analytics only useful for retail stores?

No. Restaurants, offices, dealerships, entertainment businesses and other commercial properties may also find people counting, occupancy tracking, heat mapping, crowd gathering or queue monitoring useful.

Retail Video Analytics for Louisville, KY Businesses

Commercial cameras can provide much more than a recorded view of what happened yesterday.

For businesses that use compatible equipment, video analytics can provide additional information about how customers and visitors move through the property, where activity is concentrated and when certain areas become busiest.

Laswell provides commercial camera and security solutions for businesses throughout Louisville, surrounding Kentucky communities and Southern Indiana, including Alarm.com Business Activity Analytics for compatible systems.

Business owners planning a broader camera or security upgrade can also review our guide on how to choose a business security system when comparing surveillance, access control, intrusion protection, networking and other security needs.

If you want to understand whether heat mapping, people counting, occupancy tracking or queue monitoring could be useful for your business, contact Laswell to schedule a commercial security assessment.

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