Amanda Rubin
AI overload: finding signal over noise
Brand trust has become a key driver of purchase decisions, yet it remains difficult to measure. With trust shaped by multiple factors, how can brands isolate and quantify the real impact of advertising on consumer confidence?
Marketing is all about metrics. Data is constantly being collected, transformed and used by marketers across the world. But what happens when you need to measure something intangible? Measuring the impact your ad creative has on campaigns isn’t always as straightforward as it seems.
Brand perception shapes how consumers think, feel, and make decisions, yet it rarely appears clearly in traditional dashboards. As a result, many brands know it matters but struggle to measure how it changes or what drives it.
Retail media has become one of advertising’s fastest-growing channels. As retailers turn their digital and physical spaces into media platforms, brands are shifting budgets toward networks that offer proximity to purchase, measurable performance, and direct sales impact.
Gaming has become a full cultural ecosystem, and a key opportunity for brands. Here’s what immersive advertising actually looks like now, and how to measure whether it works.
In advertising, brand recall is widely used but often misunderstood. Treated as a KPI or proof of success, it’s more than a simple metric—it can’t be reduced to a number pulled from a dashboard.
Advertising moves faster than ever, yet understanding consumer sentiment still lags. Brands rely on post-campaign studies to assess how ads are perceived, but waiting weeks for insight is risky for teams managing media investments in real time.
Your complete guide to unlocking the brand outcomes equation: how creative and media perform together, across objectives and industries.
The advertising industry faces an unprecedented paradox. We’ve never had more data sources, targeting tools, or measurement capabilities—yet we’ve also never faced more uncertainty about whether we’re actually reaching the people we intend to reach.
For decades, media planning has relied on a mix of experience, assumptions, and delivery metrics. Planners allocate budgets based on reach, CPMs, and past success, only discovering post-campaign whether it truly drove brand or business impact.
Marketing leaders in 2026 face a paradox: despite having more data than ever, proving campaign impact is harder. Dashboards are filled with metrics, yet finance teams and clients question if these numbers reflect real business impact.
In an industry defined by speed, scale, and constant reinvention, leadership can easily become...
Brand lift measures the incremental change in consumer perception caused by an advertising campaign. It answers a fundamentally different question than performance metrics: did exposure to this campaign change what people think, feel, or remember about the brand?
Retail media has become one of the fastest-growing and most influential channels in modern advertising. As retailers transform their digital ecosystems into powerful media platforms, brands now have the ability to reach shoppers right at the moment of intent.
In a year shaped by economic tension, media fragmentation, and AI-fueled acceleration, one truth stands out across all campaigns measured: Intrusive advertising is losing power — authenticity is winning it. Based on Happydemics’ Brand Lift results (Q4 2024 – Q4 2025)
This article outlines the key retail media benchmarks, measurement frameworks, and KPIs shaping 2026, along with a forward-looking view of how brands can navigate the next era of retail media effectiveness.
Digital out-of-home (DOOH) advertising has become a dynamic, high-impact channel in modern media planning. With screens across cities, transport hubs, retail spaces, and venues, brands can reach consumers in real-world moments with unmissable creative.
Digital audio has become one of the most immersive and emotionally resonant media channels. From podcasting to streaming platforms, listeners choose audio environments with intention — often during moments of high concentration, routine, or relaxation.
When a campaign is live, impressions and clicks tell only part of the story. Marketers need to know if advertising truly impacts brand perception—shifting awareness, recall, or intent. That’s where brand lift measurement becomes essential.
Artificial intelligence (AI) is no longer a futuristic promise — it’s now the driving force reshaping how brands connect with audiences, optimize performance, and measure success.
In today’s highly competitive advertising landscape, it’s easy for brands to get lost in the noise. Consumers are exposed to thousands of messages daily, making it difficult for any single ad to stand out.
In a noisy advertising landscape where attention is fleeting, understanding how consumers relate to your brand is more important than ever.
In a saturated advertising environment, capturing attention is only the first step. What matters most is whether people remember your message. Ad recall helps marketers measure if their campaigns truly leave a lasting impression.
Performance metrics like CTR and CPA can tell you how efficiently your ads are delivered, but they don’t tell you whether your brand message actually landed. If only there was a way to go beyond clicks and cost…
Ok. A word formed of just two letters, yet it has several different meanings depending on the...
Why 2025 Is a Turning Point for Digital Marketing 2025 marks a major shift in digital marketing...
In today’s fragmented media landscape, consumers no longer engage with a single channel or device. One person might watch your ad on CTV, then scroll past your brand on Instagram, and finally encounter it on a digital billboard during their commute.
Advertising effectiveness measurement determines whether a campaign achieved its goals—raising awareness, influencing purchase decisions, or shaping brand perception. It shows whether ad spend delivered real performance and ROI, and helps improve future campaigns.
Brand lift shows whether your advertising truly moves people. Beyond impressions and clicks, it measures if a campaign leaves a mark—revealing gains in recognition, shifts in perception, and increases in purchase intent.
Measuring TV advertising effectiveness has evolved. Thanks to Connected TV (CTV), brands now have access to advanced targeting and precise performance tracking.
In a world of fragmented attention and rising expectations, creativity still leads the way. But...
What makes multi channel advertising so effective? If you've ever caught yourself humming a jingle...
Nikhil Jain, Senior Director at Dailymotion Advertising, views advertising as a way to create value through emotional connections and relevance. He blends data and creativity, using AI and storytelling to craft ads that resonate deeply with audiences. His focus is on driving lasting brand perceptions and meaningful results.
Ryan Pogy, Director of Data Partnerships at Broadsign, is reshaping DOOH advertising by merging data insights with creativity. He focuses on delivering impactful, data-driven campaigns that enhance audience engagement and drive measurable results across multiple channels.
As we head into the holiday season, brands are navigating a critical period where consumer...
Steven Filler, CEO of ShowHeroes UK, combines creativity and data to craft impactful video ads. By focusing on relevance and high-quality content, he ensures campaigns resonate deeply with audiences and leave a lasting impression.
Entering 2025, digital advertising trends reveal exciting new opportunities for brands and...
While the primary goal of advertising is to promote brands and boost business growth, ads have also played a role in reflecting and sometimes shaping cultural norms.
In today's hyper-connected world, where every interaction can influence consumer behavior, it's...
Since the beginning of 2024, the advertising landscape has been shaped by evolving media behaviors...
Choosing the right KPIs to measure ad effectiveness is key to maximizing ROI. At Happydemics, our benchmarks show strong correlations between creative quality and impact indicators , evolving throughout the funnel and across different media.
Digital audio has emerged as a powerful medium for delivering impactful, efficient, and memorable...
With cookies disappearing and privacy becoming paramount, advertisers need better ways to...
Third-party cookies are being phased out, and marketers everywhere are rethinking how to engage and target audiences effectively. Advertising without cookies doesn’t mean advertising without performance—it means redefining how to reach audiences effectively.
As digital channels become saturated, traditional advertising formats lose effectiveness. With consumers exposed to more ads than ever, fatigue grows—making intrinsic in-game advertising a powerful alternative to capture attention.
Why Marketing ROI Still Feels So Hard to Prove For many marketers, ROI in marketing remains one of...