2025 MEASUREMENT GUIDE

Measuring the Impact & ROI of Digital Signage Networks

From audience analytics to attribution models: a comprehensive guide to quantifying returns on your signage investment.

+14%

Avg Sales Lift

76%

Action After DOOH

$5-6

Return per $1 Spent

21

Pages of Research

Digital signage networks have become a key marketing channel across retail, restaurants, banking, and out-of-home advertising. As these networks grow, brands are increasingly focused on quantifying return on investment (ROI) and attribution of digital signage campaigns.

Unlike static signs, digital displays produce data in real time – but capturing meaningful insights and proving business impact can be challenging. This guide examines current measurement methods, industry benchmarks by vertical, the vendor landscape, and practical ROI frameworks for different business sizes.

Measuring Digital Signage ROI

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Measurement Methods

Modern measurement approaches blend technology, data integration, and experimental design to isolate the effect of digital signage on audiences and sales.

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Computer Vision (CV) Audience Measurement

AI-driven camera systems (Quividi, AdMobilize) count viewers and gauge engagement. They log impressions, dwell time, demographics (age, gender), and even mood – all in real time.

Example: A CV platform can report that a screen had 5,000 viewers/week with 8-second average attention time, segmented by demographics.

πŸ’³

POS/CRM Data Integration

Link content exposure to actual transactions. Tag promotions on digital signs and track if those SKUs saw uplift in POS sales during the campaign period. Calculate conversion rate, average transaction value (ATV) changes, and attach rates.

Example: A bank might find branches with lobby displays see +2% increase in credit card sign-ups vs. those without.

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Control Stores & A/B Testing

Experimental design using control vs. test comparisons. Grocery TV ran 16 controlled studies using regression analysis: test stores with ads on screens vs. control stores without.

+14%

Avg sales lift (Grocery TV meta-study)

+13%

Bakery sales (Panera menu A/B test)

πŸ”—

Multi-Touch Attribution (MTA)

Credit each touchpoint (online ads, mobile app, in-store signage) for its role in a conversion. Uses device ID passback: capture mobile device IDs present when DOOH ad plays, then see if those devices later performed an action.

Platforms: Vistar Media tracks web conversions (via Mira/Reveal Mobile) and foot traffic uplift (via Foursquare, InMarket) tied to DOOH exposure.

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Marketing Mix Modeling (MMM)

Econometric models analyzing marketing spend vs. outcomes over time. A QSR chain's MMM could reveal that digital menu boards contribute a measurable percentage of overall sales. MMM provides macro-level ROI estimate (e.g., $5 in sales for every $1 spent on in-store digital media).

Advantage: As privacy shifts limit individual tracking, MMM has gained renewed importance for validating channels like digital out-of-home in a privacy-safe way.

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QSR: KPIs & Benchmarks

In QSR (fast food and fast casual dining), digital signage is primarily used as digital menu boards and promo screens. Key KPIs include sales uplift, conversion rate of promotions, average transaction value (ATV), and customer experience metrics like perceived wait time.

Metric Benchmark Source/Notes
Sales Uplift (Digital vs Static) 3-5% WAND Corporation QSR ROI study
Featured Item Sales Increase 2-3Γ— Promotional items showcased can double/triple
Perceived Wait Time Reduction -15% When digital menu/entertainment screens present
Impulse Purchases (Screen Viewers) 30% Make unplanned purchases due to content
ROI Payback Period 9-12 months Typical for digital menu rollout

πŸ“Š CASE STUDY: PANERA BREAD

A/B tests of different menu board layouts: reorganizing bakery items into a visual carousel led to 13% increase in bakery item sales and +$0.20 on average check. Buffalo Wild Wings removed dollar signs β†’ +4.2% higher average check.

Best Practices for QSR

⏰ Dynamic Dayparting

Change content by time of day (breakfast vs lunch) and weather (cold drinks on hot days).

πŸ–ΌοΈ High-Quality Imagery

Appetizing food imagery increases sales by 30%; poor imagery decreases sales by 12%.

πŸ“¦ POS Integration

Auto-stop promoting out-of-stock items. Sync inventory APIs with display content.

⭐ LTOs & High-Margin Items

Use animation to draw attention to limited-time offers and profitable add-ons.

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Retail Media Networks

Retailers are increasingly monetizing stores as a Retail Media Network – selling ad placements on digital end-caps, shelf displays, and video screens. Key KPIs include sales uplift on advertised products, basket size lift, customer dwell time, and CPM achieved for ads.

+14%

Avg Sales Lift (CPG)

Grocery TV meta-study

17.6%

Top Performer Lift

Best-performing SKUs

29.5%

Data-Driven Signage Lift

Dynamic shelf displays

πŸ“Š CONSUMER BEHAVIOR

76% of consumers have taken an action after seeing DOOH retail media ads. Point-of-purchase screens often boost brand recall to 60-80%. However, 42% of shoppers abandon a purchase if the price on screen doesn't match the shelf label.

Best Practices for Retail

🌑️ Real-Time Data Feeds

Integrate inventory, weather, local events. Promote hot coffee on cold mornings. Trigger "last chance" messages when stock is low.

🎯 Localized Content

Walgreens customizes in-store content by neighborhood demographics. Feature regional favorites and language-specific messaging.

πŸ”„ Omnichannel Sync

Synchronize digital signage with other promo materials. When online promo goes live, in-store screens update immediately.

πŸ“ˆ Test/Control Studies

Partner with Circana/IRI for sales lift, mobile data firms for visitation. Provide credible results to CPG brand advertisers.

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Banking & Financial Services

In retail banking, digital signage is used for both marketing and service. Key metrics include customer satisfaction scores (CSAT), NPS, cross-sell uplift, and perceived wait time. Direct revenue impact may be subtle but significant at scale.

77%

Perceive banks MORE innovative

80%

Report uptick in sales

2-3%

Product sign-up bump

<2 yrs

Payback period

πŸ“Š STRATACACHE/BRAND FINANCE STUDY

U.S. bank customers agreed digital signage makes banks "more innovative." Exposure to in-branch digital media increased recall of bank messages and even slightly outperformed TV ads in recall, despite signage being far cheaper. Customers who noticed digital signage were more likely to recommend the bank.

Best Practices for Banking

πŸ“š Educational Content

Short videos on financial wellness. Interactive touchscreens to explore products. Personalized greetings via ATM/loyalty card.

πŸ’° Cross-Sell Integration

Align screen content with current campaigns. A bank reported +2% loan applications where digital posters promoted loans.

πŸ“° Real-Time Queue Info

Display queue info, news, weather. Reduces perceived wait time and improves branch NPS scores.

πŸ† Brand Consistency

Treat screens as brand extension. Align with mobile app messaging. Digital signage seen as "less intrusive" than other media.

ROI Example: A mid-size bank invested ~$28K in screens across 20 branches and recouped within the first year via print cost savings and revenue from uptick in new accounts.

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DOOH Advertising Networks

Digital Out-of-Home includes roadside billboards, transit screens, mall kiosks, and rooftop displays. KPIs mirror advertising media metrics: impressions, reach, frequency, engagement, plus performance metrics like store visitation lift, sales lift, and brand lift.

Consumer Actions (OAAA/Harris 2024)

  • 76% took action after seeing DOOH
  • 38% watched promoted video/show
  • 36% visited a restaurant
  • 30% made in-store purchase
  • 73% view DOOH ads favorably

Conversion Power

  • 51% noticing directional ad visited business
  • 93% of those visitors made a purchase
  • +5-15% sales lift for CPG campaigns
  • $5-6 incremental sales per $1 spent (Nielsen)
  • 74% mobile users take action after DOOH

πŸ“Š DYNAMIC CREATIVE IMPACT

Ultraleap study found dynamic DOOH ads have 21% longer dwell time and 2Γ— higher conversions than static content. Using real-time triggers (sports scores, weather) makes ads more relevant and shareable.

Best Practices for DOOH

🎯 Audience Targeting

Programmatic platforms (Broadsign, Vistar) enable targeting by location, time, weather, demographics. Dynamic creative optimization.

πŸ“± Mobile Integration

Tie OOH with mobile retargeting. Prompt QR code scans. Run omnichannel attribution via device IDs.

βœ… Proof of Performance

Detailed proof-of-play logs. In-screen sensors for real-time impression counts. Third-party verification (GeoPath, Nielsen OOH).

πŸ” Privacy Compliance

Anonymized, aggregated data. GDPR compliance. No faces or personal data stored. Post signage about analytics in use.

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Limitations & Controversies

Despite advances, measuring digital signage ROI is not without challenges. Marketers must remain aware of these issues when interpreting data.

🎲 Signal-to-Noise & Causation

Isolating signage impact amid seasonality, promotions, and other marketing is difficult. Small sample sizes may not yield statistically significant results. Without controlled experiments, there's risk of mis-attribution.

πŸ”— MTA Complexities

Device identity matching is imprecise, often probabilistic. Different attribution providers can give different answers for the same campaign. "Walled gardens" don't easily share data on OOH influence.

πŸ”’ Data Privacy Concerns

Facial detection and tracking raises privacy alarms if not handled correctly. GDPR requires disclosure and sometimes consent. Emotion recognition may be deemed intrusive or pseudoscientific.

πŸ“ Data Reliability

CV audience counts can miscount clusters or misclassify demographics. Foot traffic relies on panel data with extrapolation bias. Sales lift studies are sensitive to model specification and baseline selection.

πŸ’‘ MITIGATION STRATEGIES

Apply multiple methods (triangulate true impact), use controlled tests whenever possible, insist on transparency from vendors, and take ROI figures with a confidence interval rather than absolutes. The industry is actively working on standards through OAAA, IAB, and industry coalitions.

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Tools & Vendor Landscape

The ecosystem spans specialist analytics providers, programmatic platforms, and location data providers. Choice depends on use case.

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Quividi

Pioneer in CV audience measurement. Measures real-time impressions, views, dwell/attention time, demographics. Software-only, works with common webcams. GDPR compliant.

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AdMobilize

AI-driven facial detection with bundled hardware sensors. Captures age/gender, sentiment (mood), engagement time. Integrates with various CMS and vehicle top displays.

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Broadsign

Leading digital signage CMS and programmatic ad platform. Provides playback logs and integrates with measurement partners like Quividi. Part of the ad tech stack for enterprise networks.

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Vistar Media

Programmatic DOOH DSP/SSP with heavy focus on measurement. Integrations for brand lift surveys, foot traffic studies, web conversion, sales lift. Partners with Foursquare, Circana/IRI.

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PlaceIQ (Precisely)

Location intelligence for foot traffic attribution. Identifies devices near ads, then sees if those devices visit specific locations. Calculates cost per visit and visitation lift.

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Placer.ai

Location analytics for retail real estate. Measures foot traffic, dwell times, competitive benchmarking. Helps correlate presence of signage with traffic patterns.

Other Notable Players

  • Google DV360: Programmatic DOOH buying with unified reporting
  • Stratacache: Signage solutions with POS integration for content performance
  • Samsung MagicINFO / LG Supersign: CMS add-ons for basic audience measurement
  • Density.io / Irisys: Thermal/infrared people counters for anonymous counting
  • VSBLTY: Integrated display with CV for retail security and analytics
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ROI Framework by Business Size

A "one-size-fits-all" measurement approach won't work across segments. Below we outline tailored measurement stacks and ROI methodologies for three client tiers, ensuring practical and credible evaluation.

SMALL BUSINESSES

Single location, 1-3 displays. Focus on built-in metrics and low-effort methods.

πŸ“Š Measurement Stack

  • On-device analytics (QR scans, play counts)
  • POS before/after comparison
  • Manual observation counts
  • Customer feedback surveys

πŸ“ˆ Key KPIs

  • Daily impressions (estimated)
  • Sales uplift (% or $)
  • QR scan / interaction rate
  • Customer satisfaction feedback

ROI Example: One $500 digital menu board needs to sell just 2 extra combo meals a day to pay for itself in under a year. Track featured item sales before/after β†’ if daily sales increase $50 from upselling, that's ~$1,500/month return.

MID-SIZE NETWORKS

Regional chains, 20-100 screens. Scalable but cost-effective measurement.

πŸ“Š Measurement Stack

  • CV sensors on sample locations
  • POS/CRM integration
  • Control vs test store comparisons
  • Periodic third-party attribution studies

πŸ“ˆ Key KPIs

  • Network impressions & reach
  • Content engagement (dwell, interactions)
  • Sales uplift by store/campaign
  • NPS improvement

ROI Example: 50 screens Γ— $1,100 investment = $55K. With 1% sales lift on $100K/store/month β†’ $50K/month incremental revenue. Even at 30% margin β†’ $15K/month profit β†’ payback in ~4 months.

ENTERPRISE NETWORKS

National retailers, 500+ screens. Fully integrated, multi-method measurement stack.

πŸ“Š Measurement Stack

  • Comprehensive CV/sensor deployment
  • Data lake integration + BI dashboards
  • Marketing Mix Modeling inclusion
  • Continuous A/B content testing
  • Advanced attribution partnerships

πŸ“ˆ Key KPIs

  • Coverage and frequency
  • Attribution metrics (visits, conversions, sales)
  • ROI ratio ($ return per $ cost)
  • Uptime and network health

ROI Example: 1,000 screens Γ— $500/year TCO = $500K/year. 1% comp sales lift on $1B retailer = $10M, 30% margin = $3M profit. Add $1M ad revenue β†’ total benefits $4M+ β†’ ROI 700%+.

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Frequently Asked Questions

What is the typical ROI for digital signage?

Studies show 3-15% sales uplift depending on vertical and implementation. QSR typically sees 3-5% sales increase from digital menu boards, with payback in 9-12 months. Retail media networks report +14% average sales lift for advertised products. ROI of 300-500%+ is common when signage is properly optimized.

How do I measure digital signage impressions?

Computer Vision (CV) systems like Quividi and AdMobilize use cameras to count viewers, measure dwell time, and estimate demographics. For DOOH, impression multipliers based on traffic data are common. Many CMS platforms provide proof-of-play logs. Manual observation and foot traffic sensors are lower-cost alternatives.

What's the best way to prove signage drives sales?

Control vs. test comparisons: run stores with signage against stores without, controlling for other variables. A/B testing within digital signage content is also effective. Integrate with POS data to correlate content exposure with transactions. For the most rigorous proof, commission third-party sales lift studies from providers like Circana/IRI.

How do DOOH networks measure foot traffic attribution?

Mobile location data providers (PlaceIQ, Foursquare, InMarket) capture device IDs present when ads play, then track if those devices later visit specific locations. This enables cost-per-visit calculations and visitation lift metrics. 51% of those who notice directional DOOH ads actually visit the business, and 93% of those make a purchase.

Are privacy concerns a barrier to signage analytics?

Leading vendors use anonymized, aggregated data only – no faces or personal data are stored. GDPR compliance is standard for reputable platforms like Quividi. Best practice includes posting signage informing about analytics in use. 80% of consumers perceive public touchscreens as potentially unhygienic, so touchless options are also gaining importance.

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