How to measure ad recall

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. That’s where ad recall becomes a critical metric for evaluating whether your advertising is truly making an impact.


Ad recall is essential for measuring the upper-funnel success of your campaigns. Simply put, it tells you if your ad has made a lasting impression — if consumers can remember it. In a world of countless distractions, measuring ad recall isn’t just important; it’s an absolute necessity. Without it, even the most well-crafted campaign can fall short of driving meaningful brand impact.

What Is Ad Recall (and Ad Recall Lift)?

Ad recall measures the percentage of people who remember seeing or hearing your ad after exposure. It is a vital metric for assessing how memorable your campaigns are and whether they’ve made a meaningful impact on consumer minds.


For example, imagine asking survey respondents, “Do you remember seeing an ad for [Brand] recently?” If 40% of the exposed audience answers “Yes,” your ad recall rate is 40%. The higher this number, the more effective your ad is in leaving a lasting impression.

But to get an even clearer understanding of your campaign’s true effectiveness, marketers often measure the lift created thanks to ad recall on all other brand KPIs.

Why Ad Recall Matters for Advertisers

Ad recall is the most reliable indicator of campaign memorability and, by extension, brand impact. While lower-funnel metrics like click-through rate (CTR) or conversions focus on immediate actions, ad recall tells you whether your ad made a lasting mental impression strong enough to influence future decisions.


Strong ad recall correlates directly with increases in brand awareness, favorability, and purchase intent — all key metrics for building long-term brand equity. In short, if people don’t remember your ad, they can’t act on it later.

In a competitive advertising environment, it’s not enough to create an amazing ad. It must also be remembered. If your ad isn’t recalled, it won’t have any meaningful impact on the brand. A high ad recall rate signals that your brand is likely top of mind when purchase decisions occur, and that’s essential for driving long-term growth.

For advertisers in industries like digital out-of-home (DOOH), CTV, and social media, tracking ad recall ensures that impressions aren’t wasted and that they translate into measurable brand impact.

How to Measure Ad Recall

There are several methods available to measure ad recall accurately. Each comes with its own strengths and limitations:

1. Brand Lift Surveys

The most direct and reliable way to measure ad recall is through a brand lift survey, where survey respondents are split into two groups:


  • Exposed ad recallers group: People who were exposed to the ad and remember seing or hearing your ad.
  • Control group: People who did not remember the ad.

The survey question typically asks, “Do you remember seeing this ad online?” This question can vary slightly across different platforms, but it’s designed to gauge whether the ad made a lasting impression on the exposed group. You then calculate the number of “Yes” responses among the exposed group and compare them with the control group.

This method can be easily implemented, especially when exposure data is available via tracking pixels, though you can also measure ad recall by estimating exposure for individuals who were likely to have seen the ad.

2. Platform-Reported Metrics

Many advertising platforms, such as Facebook, Instagram, YouTube, and TikTok, provide modeled metrics like “Estimated Ad Recall Lift.” These predictive metrics use historical performance and engagement data to forecast how many people will likely recall your ad.

While these platform-reported metrics are useful for real-time campaign optimization, they should not replace real consumer feedback. Platform metrics may offer insights, but they are modeled predictions rather than actual responses from real consumers.

3. Third-Party Brand Lift Solutions

Independent third-party solutions like Happydemics offer an unbiased, comprehensive view of ad recall and brand lift, helping marketers elevate the accuracy of their ad campaign effectiveness measurement. By surveying real consumers across various media channels, Happydemics helps advertisers measure recall with accuracy and benchmark their campaigns against industry standards.


This approach goes beyond the “walled gardens” of major ad platforms, providing true insights into how different audiences across diverse channels recall your campaign. With Happydemics, you get people-centric, actionable data that helps optimize campaign performance and maximize brand impact.

Ad Recall vs. Other Brand Metrics

Ad recall is often confused with other brand metrics like  brand awareness and brand recognition, but they serve distinct purposes:

 

  • Ad recall = The memory of seeing or hearing a specific ad.
  • Brand awareness = The knowledge that the brand exists.
  • Recognition = The ability to identify a brand’s logo, slogan, or visual elements.

 

Together, these metrics form the foundation of brand lift measurement, offering a holistic view of how advertising shifts consumer perceptions and behaviors at various stages of the purchase funnel. Ad recall serves as the first spark — the moment someone associates a brand with a specific ad.

Ad recall is perhaps the most critical KPI in determining the impact of a campaign. It’s the vital link between creative execution and brand impact. If your ad isn’t remembered, all the effort you put into crafting it becomes irrelevant. That’s why ad recall isn’t just a nice-to-have; it’s a sine qua non condition for achieving long-term success in marketing.

It also connects tightly to attention metrics. It’s one thing to expose someone to your ad, but another to capture their attention. Attention is critical — ads that receive higher attention are more likely to be remembered.

Tips to Improve Ad Recall in Campaigns

To boost ad recall, marketers need more than just sophisticated measurement tools. They must also ensure their creative and media strategies are optimized. Here are key levers to increase ad recall:


Make your ads stand out with clear visuals and messages, and early brand placement to boost memorability. Ensure audiences see your message enough times to remember it by managing frequency effectively. Reinforce your brand through consistent storytelling across multiple channels like social, video, and digital out-of-home. Finally, tailor your ads to the right context to align with audience mindsets and strengthen positive brand associations.

Creative Best Practices

TV remains the most efficient medium for ad recall, delivering a +6pts lift compared to the average across all media. Online video also performs well, delivering +3pts above average. FMCG ads tend to achieve the highest recall rates due to their competitive nature, with brands vying to stand out in a crowded marketplace.


To achieve the highest ad recall, consider creative that evokes emotion and connection. Heartwarming or humorous ads tend to score the highest in recall. Ads that bring people together or unify them emotionally are most likely to stick in consumers’ minds.

Measuring Ad Recall in Practice (with Happydemics)

 

While platform metrics can give you an estimate, Happydemics offers real, people-centric measurement. Our independent brand lift surveys provide actionable insights from actual consumers, allowing you to accurately measure ad recall and brand lift.

Happydemics goes beyond basic modeling — we survey consumers across multiple channels, from digital to out-of-home, and benchmark your ad recall performance across different formats. Whether you’re running social media ads or digital billboards, we help you understand what audiences really rememberand why that matters.

👉 Discover how Happydemics can help you track and improve ad recall to maximize campaign effectiveness.

Conclusion

Ad recall is much more than a vanity metric. It’s the backbone of effective upper-funnel performance. It reveals whether your ad has made an impact strong enough to influence future behaviors, such as brand preference or purchase intent.


By measuring ad recall accurately and optimizing your creative strategies accordingly, marketers can ensure their campaigns do more than just reach audiences — they resonate with them.

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