Category: Analytics


  • Unlocking the Power of Brand Health Tracking for Marketers

    In today’s fast-paced digital landscape, marketers are tasked with juggling countless metrics to understand their brand’s position in the market. Amid the noise of KPIs like click-through rates and conversion rates, one tool stands out for its ability to provide a holistic picture: brand health tracking. This powerful practice offers marketers actionable insights into how their brand is perceived, its strengths, and areas for improvement.

    At Do Loco, we believe that a well-monitored brand is a thriving brand. Let’s dive into why brand health tracking is essential for marketers and share real-world examples of its impact.

    What Is Brand Health Tracking?

    Brand health tracking involves the continuous measurement of your brand’s performance across key metrics such as awareness, consideration, preference, and loyalty. It’s more than just an analysis of raw data; it’s about understanding the emotional and functional connections consumers have with your brand.

    Key indicators of brand health include:

    • Brand Awareness: How many people know your brand exists?
    • Brand Consideration: Are people willing to choose your brand over competitors?
    • Net Promoter Score (NPS): How likely are customers to recommend your brand to others?
    • Customer Sentiment: How do people feel about your brand?

    Benefits of Brand Health Tracking for Marketers

    1. Data-Driven Decision Making: Tracking brand health gives marketers concrete data to inform strategies. By understanding what drives customer loyalty or dissatisfaction, brands can refine campaigns and allocate resources effectively. For example, a global e-commerce company leveraged brand health metrics to assess the effectiveness of their holiday campaign. When the data showed an uptick in awareness but no corresponding increase in purchase intent, they pivoted to more conversion-focused messaging, driving a 15% increase in sales.
    2. Competitive Benchmarking Brand health tracking doesn’t just measure your performance; it also provides context by benchmarking against competitors. This helps marketers identify opportunities to differentiate and stay ahead. One tech company’s brand tracker revealed they lagged in consideration compared to a key competitor. They launched a targeted campaign emphasizing unique features, resulting in a 20% boost in consideration scores within three months.
    3. Enhanced Customer Retention Loyal customers are the lifeblood of any business. By tracking loyalty metrics, brands can identify at-risk segments and deploy retention strategies. This came into play 1st hand for a popular subscription-based service company that noticed a drop in NPS among long-term subscribers. Further investigation revealed dissatisfaction with outdated features. A product update, combined with a personalized re-engagement campaign, reduced churn by 25%.

    How Often Should You Analyze Brand Health Data?

    At Do Loco, we recommend analyzing brand health data on a quarterly basis. While conducting surveys or collecting data monthly can be valuable, analyzing this data too frequently can lead to overreacting to short-term fluctuations or “blips.” A quarterly cadence allows marketers to identify meaningful trends and patterns without being misled by noise in the data.

    Each quarterly analysis should integrate additional data sources to provide a comprehensive view of brand performance. This can include metrics such as web traffic, sales figures, Google Trends data, and media performance (paid and organic). By combining these insights, marketers can craft a cohesive narrative about their brand’s health and make informed decisions to drive growth.

    Getting Started with Brand Health Tracking

    To unlock the benefits of brand health tracking, consider these steps:

    1. Define Key Metrics: Focus on metrics that align with your business objectives.
    2. Leverage Technology: Use tools like surveys, social listening, and analytics platforms to gather data.
    3. Establish a Benchmark: Understand your current brand health to measure progress over time.
    4. Monitor Regularly: Consistent tracking ensures you stay ahead of trends and challenges.
    5. Act on Insights: Data is only as valuable as the actions it inspires. Use your findings to adjust strategies in real-time.

    The Loco take: Brand Tracking is A MUST

    Brand health tracking is not just a buzzword; it’s an essential practice for any marketer aiming to build a resilient and customer-centric brand no matter the size of the brand. By identifying trends, addressing challenges proactively, and optimizing strategies, you can ensure your brand’s long-term success.

    At Do Loco, we’re passionate about empowering marketers to make data-driven decisions that lead to impactful outcomes.

    In today’s fast-paced digital landscape, marketers are tasked with juggling countless metrics to understand their brand’s position in the market. Amid the noise of KPIs like click-through rates and conversion rates, one tool stands out for its ability to provide a holistic picture: brand health tracking. This powerful practice offers marketers actionable insights into how…

  • Leveraging Location Data and Attribution Partners for Smarter Media Campaigns

    Location data has transformed the way advertisers connect with consumers, providing the ability to target audiences with precision and measure the real-world impact of campaigns. However, not all location data is created equal. By understanding the nuances between data types, attribution methods, and creative strategies, marketers can unlock the full potential of location-based marketing. Let’s explore how, with real-world examples and Do Loco’s unique perspective.


    Geo-Location vs. Beacon Data: Different Tools for Different Goals

    When it comes to location data, two primary types lead the way: geo-location data and beacon data. Each has unique strengths and limitations that make them suitable for different aspects of a campaign.

    • Geo-Location Data relies on GPS signals, Wi-Fi networks, or IP addresses to determine where users are. It offers a broad, scalable view of audience movement, making it ideal for large-scale campaigns targeting users near retail stores, shopping malls, or event venues​​.
    • Beacon Data, on the other hand, uses Bluetooth signals from small, localized transmitters. This hyper-precise method allows brands to engage consumers inside a specific location, like an aisle of a store or a concert venue. For example, retailers can use beacons to push personalized notifications to customers who have opted in to their app while shopping in-store.

    Case Study: A luxury retailer installed beacons in its flagship stores to deliver hyper-personalized promotions to app users as they browsed specific departments. The result was a 25% increase in in-store conversions during the campaign period.

    However, beacon data alone falls short when it comes to scale. It’s limited to capturing data from users who are physically near the beacons and have Bluetooth enabled. This is where probabilistic data becomes invaluable, allowing marketers to extend their reach beyond direct interactions.


    Bridging the Gap with Deterministic and Probabilistic Data

    Beacon data often relies on deterministic data, which is derived from explicit user actions like app opt-ins or shared location permissions. Deterministic data is accurate and reliable, making it perfect for delivering highly personalized experiences, such as notifying a shopper about a promotion when they’re in-store.

    However, deterministic data alone cannot provide the scale needed for broader campaigns. To address this, marketers use probabilistic data, which employs signals like Wi-Fi networks, IP addresses, and device IDs to infer user locations. For instance, while deterministic data can pinpoint an exact store visit, probabilistic data can map broader consumer patterns, such as how often a shopper frequents a mall or whether they pass by a competitor’s store regularly​​.

    Case Study: A national QSR chain combined deterministic app data with probabilistic signals from Wi-Fi networks and IP addresses to target commuters passing by its locations during peak hours. The campaign increased store visits by 18%, proving the value of blending the two data types.


    Creative Uses of Location Data in Campaigns

    The power of location data isn’t just in targeting—it’s in how creatively it’s applied. When used effectively, location data can help brands stand out and even conquest competitors. Here’s how:

    1. Conquesting Competitors: Brands can target consumers near competitor locations by delivering timely ads or promotions. For example, a coffee shop could send a discount offer to users within a rival’s parking lot, enticing them to make the switch​.Case Study: A fitness brand geo-fenced its competitor’s gym locations, targeting users with offers for free trial memberships. Within three months, 30% of new sign-ups came from the competitor’s audience.
    2. Event-Based Geo-Targeting: Create geo-fences around events, such as music festivals or sports games, to capture highly engaged audiences. Ads could promote relevant products or services, such as hydration drinks for marathon participants or merchandise for concertgoers.Case Study: An athletic wear brand geo-targeted attendees at a marathon event, offering exclusive discounts on running gear. Post-campaign analysis revealed that 45% of conversions came directly from the event audience.
    3. Weather-Based Campaigns: Use real-time weather data to tailor location-specific messaging. For instance, on a rainy day, a retailer could promote umbrellas and rain gear to nearby shoppers.
    4. Loyalty and Retargeting: Brands can use location data to reward loyal customers or re-engage lapsed ones. By identifying frequent visitors or those who haven’t been back in months, marketers can deliver personalized offers to drive store visits.

    Tracking Foot Traffic with Attribution Partners

    Location-based marketing isn’t complete without measurement. That’s where location attribution partners come in. These platforms help brands connect the dots between their digital ads and real-world actions, such as store visits or event attendance.

    Using location attribution, marketers can track foot traffic driven by their campaigns, identify peak engagement times, and even measure the impact of ads on specific demographic segments​​.

    Case Study: A retail chain worked with a location attribution partner to measure the impact of a holiday campaign. By analyzing foot traffic, they discovered that geo-targeted ads drove 35% of all holiday store visits, leading to a 12% increase in year-over-year sales.


    Top Players in Location-Based Marketing and Attribution

    The competitive landscape for location data and attribution is robust, with several key players leading the charge:

    1. Foursquare: Foursquare isn’t just that app you had on your phone 15 years ago anymore, Foursquare has built the most robust solution on the market through acquisitions of Factual and Placed). Known for its comprehensive POI (Point of Interest) data, Foursquare excels at creating precise audience segments based on real-world behavior.
    2. GroundTruth: A leader in combining deterministic and probabilistic data for targeting and attribution, GroundTruth is particularly adept at bridging the gap between online and offline actions​​.
    3. Precisely: You may not have heard their name before but that’s because it’s the new name for PlaceIQ. Offers advanced location intelligence solutions that integrate seamlessly with business analytics tools.With their recent acquisition of Transerve, a company that offers UAV & satellite image photogrammetry, data acquisition & processing, structural monitoring & IoT, and web & mobile GIS solutions, we expect this to be a major player in the space for many years to come.
    4. Infillion: Another name you may not recognize but this company used to be a combination of True[X] and Gimbal. Specializes in advanced attribution, helping marketers connect ad exposure to offline outcomes like store visits and purchases. Infillion is the only company on this list that supports beacon technology.

    The Loco Perspective: Creativity Meets Strategy

    At Do Loco, we view location data as more than just a targeting tool—it’s a strategic advantage. By thoughtfully combining deterministic and probabilistic data, we help our clients build campaigns that balance precision and scale. Attribution is critical to proving effectiveness, but what truly sets campaigns apart is creativity.

    We don’t just follow the data; we use it to tell compelling stories, outmaneuver competitors, and engage audiences in ways that resonate. Whether it’s creating weather-responsive ads, conquesting competitors, or crafting loyalty-driven strategies, Do Loco transforms location intelligence into results.

    Location data has transformed the way advertisers connect with consumers, providing the ability to target audiences with precision and measure the real-world impact of campaigns. However, not all location data is created equal. By understanding the nuances between data types, attribution methods, and creative strategies, marketers can unlock the full potential of location-based marketing. Let’s…

  • Unlocking the True Impact of Your Media Campaigns: The Power of Incrementality Testing

    In a world where marketing dollars are scrutinized more than ever, ensuring that your advertising investments drive real results is paramount. Incrementality testing—a methodology designed to measure the true impact of media campaigns—has emerged as a vital tool for modern marketers. By leveraging audience hold-out groups or testing at a DMA (Designated Market Area) or regional level, brands can gain invaluable insights into the effectiveness of their advertising efforts. Here’s why incrementality testing matters, how it works, and why it should be a staple in your media strategy.


    What is Incrementality Testing?

    Incrementality testing is a measurement strategy that isolates the impact of your media campaigns by comparing the behavior of two distinct groups: those exposed to your advertising and those not exposed (the hold-out group). This approach helps determine whether your marketing efforts are truly driving incremental results, such as increased sales, higher web traffic, or greater brand awareness—results that wouldn’t have occurred without your advertising.


    How Incrementality Testing Works

    There are two primary approaches to incrementality testing:

    1. Audience Hold-Out Groups: In this method, a portion of your target audience is deliberately excluded from seeing your campaign. By comparing their behavior to that of the exposed audience, you can directly measure the incremental lift driven by your media efforts.
    2. DMA or Regional Testing: Instead of individual audience groups, this approach divides geographic regions into test (exposed) and control (non-exposed) groups. By analyzing performance metrics across these regions, brands can gauge the effectiveness of their campaigns on a larger scale.

    Best Practices for Incrementality Testing

    While the concept is straightforward, executing incrementality tests effectively requires meticulous planning and execution. Here are some key considerations:

    1. Careful Selection of Control and Test Groups:
      • When using audience hold-outs, ensure the excluded group is representative of your overall audience. This minimizes bias and ensures accurate results.
      • For DMA or regional testing, select test and control markets that share similar characteristics—such as demographics, purchasing behaviors, and media consumption patterns—to reduce variability.
    2. Focus on Measurable KPIs:
      • Define clear metrics for success, whether it’s sales lift, cost-per-acquisition (CPA), or brand recall.
      • Ensure that your measurement tools can capture the necessary data accurately and in real time.
    3. Allow Adequate Testing Time:
      • Incrementality testing requires time to gather meaningful data. Short test windows may not account for seasonal or behavioral fluctuations.
    4. Control External Variables:
      • Be mindful of factors like competitor activity, economic shifts, or major events that could influence results.

    Why Incrementality Testing Matters

    In an era of performance marketing, where every dollar spent is scrutinized, incrementality testing ensures that CMOs and marketing executives have the data to make informed decisions. This approach goes beyond surface-level metrics like clicks or impressions, revealing the actual impact of your media campaigns on business outcomes.

    By identifying what’s working and what’s not, incrementality testing empowers brands to:

    • Optimize media budgets for maximum ROI.
    • Avoid wasting resources on tactics that don’t drive meaningful results.
    • Build confidence in their advertising strategies during boardroom discussions.

    The Loco tAKE: iNCREMENTALITY TESTING IS A MUST

    At Do Loco, we believe incrementality testing should be a cornerstone of every media strategy. We recommend that brands conduct these tests at least once or twice a year to continuously recalibrate and refine their advertising efforts. This ensures campaigns remain effective amid changing market dynamics and consumer behavior.

    When testing at a DMA or regional level, we stress the importance of selecting test and control locations carefully. Similarity between these groups is critical to ensure accurate results and actionable insights. While these tests require additional time and resources upfront, the payoff is significant: CMOs and marketing executives can walk into board meetings equipped with robust, data-driven proof of their advertising’s effectiveness.

    Incrementality testing is not just a nice-to-have—it’s a must-have for brands that want to lead with confidence, maximize their marketing investments, and deliver measurable impact. At Do Loco, we’re committed to helping our clients harness the power of this approach to drive meaningful business outcomes.

    In a world where marketing dollars are scrutinized more than ever, ensuring that your advertising investments drive real results is paramount. Incrementality testing—a methodology designed to measure the true impact of media campaigns—has emerged as a vital tool for modern marketers. By leveraging audience hold-out groups or testing at a DMA (Designated Market Area) or…

  • Attention Measurement: The Future of Media Effectiveness

    In a fragmented, always-on media landscape, capturing consumer attention has never been more challenging — or more crucial. As the advertising ecosystem evolves, so must the metrics we use to gauge success. At Do Loco, we believe attention measurement represents the next frontier in media effectiveness. It’s not just about reaching audiences; it’s about engaging them in a meaningful, measurable way.

    Why Attention Measurement Matters

    Traditionally, media plans have focused on impressions and reach as key performance indicators. But these metrics tell only part of the story. An “opportunity to see” doesn’t guarantee an ad will be viewed, let alone resonate. A research study has shown 85% of advertising today fails to achieve the 2.5 seconds of attention needed for consumers to form even a preliminary takeaway.

    Attention is more than a buzzword; it’s a critical driver of advertising’s impact. Studies show a strong relationship between attention and key brand metrics such as awareness, favorability, and purchase intent. For instance, one case study from a major DTC brand revealed that optimizing for attention led to significant lifts in brand favorability (+10.7%) and purchase intent (+6.1%) without increasing budgets. These results underscore the potential for attention-based planning to drive efficiency and effectiveness.

    Moving Beyond Traditional Metrics

    The current reliance on impressions often fails to account for how fleeting and unsustained attention can dilute campaign outcomes. At Do Loco, we advocate for a paradigm shift: moving from impressions as an opportunity to see to impressions as a verified human view. Attention measurement provides the framework to achieve this.

    Key benefits of attention measurement include:

    • Enhanced Efficiency: Optimizing media buys based on attention metrics reduces waste and drives more impactful placements.
    • Deeper Insights: Attention data provides granular insights into which channels, formats, and creatives resonate most with audiences.
    • Actionable Results: By correlating attention with brand lift studies, advertisers can align media strategies with tangible business outcomes.

    The Role of Technology and Partners

    A growing roster of measurement partners is shaping the attention economy, each with unique methodologies and capabilities. Leaders in this space include Adelaide, Amplified Intelligence, Lumen, and TVision. These partners leverage technologies such as eye-tracking, machine learning, and impression tagging to provide robust, actionable data.

    • Adelaide: Pioneering cross-channel attention metrics, Adelaide’s Attention Unit (AU) combines algorithmic modeling with data from TVision, Lumen, and Tobii studies. Their holistic approach spans digital, linear TV, and emerging channels like podcast audio and in-app video.
    • Amplified Intelligence: Known for their global attention dataset, Amplified Intelligence excels in active and passive attention measurement, providing insights across platforms and formats.
    • Lumen: Using eye-tracking technology, Lumen generates predictive models for digital, OOH, and cinema, offering creative optimization insights.
    • TVision: A specialist in TV and CTV, TVision provides second-by-second analysis of attention within households, enabling precise creative evaluations.

    While each partner brings distinct advantages, their collective contributions underscore the transformative power of attention measurement.

    Attention as a Strategic Imperative

    The shift toward attention metrics isn’t just a tactical upgrade; it’s a strategic necessity. Planning for attention forces brands to rethink their approach to media investment, creative development, and audience engagement. It enables advertisers to:

    1. Prioritize High-Impact Media: Allocate budgets to platforms and placements proven to garner sustained attention.
    2. Refine Creative Strategies: Identify and amplify creative elements that capture and maintain focus.
    3. Validate Business Outcomes: Demonstrate a clear link between attention and incremental sales, enhancing accountability and ROI.

    Charting the Path Forward

    The road to widespread adoption of attention metrics is not without challenges. As attention measurement gains traction, it’s crucial to address industry-wide gaps in standardization and transparency. Additionally, buyers and planners must approach “attention proxies” with caution, ensuring that data integrity is not compromised by substandard methodologies.

    At Do Loco, we remain committed to advancing attention as a key metric to optimize campaign performance by championing best practices and fostering collaboration with measurement partners, we aim to help brands navigate this transformative era in media.

    The Loco take: THERE IS A PLACE FOR attention metrics

    Attention is the currency of the modern advertising landscape. As media consumption habits continue to evolve, brands that prioritize attention measurement will be better positioned to cut through the noise and drive meaningful connections with their audiences. The stakes are high, but the rewards are even higher.

    At Do Loco, we’re excited to be at the forefront of this movement, helping brands harness the power of attention to achieve their goals. Together, let’s redefine what success looks like in advertising.

    In a fragmented, always-on media landscape, capturing consumer attention has never been more challenging — or more crucial. As the advertising ecosystem evolves, so must the metrics we use to gauge success. At Do Loco, we believe attention measurement represents the next frontier in media effectiveness. It’s not just about reaching audiences; it’s about engaging…