Brand Lift Explained: How to Measure Awareness, Favorability & Intent
Why Brand Lift Became Essential in 2022
By 2022, advertisers increasingly recognized that traditional metrics such as impressions, reach, and Video Completion Rate (VCR) were not sufficient to understand the true impact of their campaigns. While these indicators measured delivery and exposure, they did not reveal how campaigns influenced audience perception or decision-making. As investment in premium channels like CTV and high-quality video increased, brands needed deeper insights into how their messaging shaped awareness, favorability, and purchase intent.
Brand lift studies emerged as the solution. By comparing exposed versus unexposed audiences, advertisers could quantify the incremental impact of their campaigns. This approach gave marketers the data they needed to justify budgets, optimize creative strategies, and validate that premium video environments delivered more than simple impressions—they delivered influence.
What Brand Lift Measures
Brand lift focuses on understanding how campaigns change audience perception at the upper and mid funnel. The three primary pillars—awareness, favorability, and intent—offer a complete view of brand influence.
Awareness
This metric captures whether audiences recognize the brand or recall the campaign. It answers questions like: “Do people know this brand exists?” or “Did the ad message break through?”
Favorability
Favorability assesses whether audiences view the brand more positively after exposure. It reflects emotional connection and perception shifts that support long-term brand loyalty.
Purchase Intent
Intent measures whether the campaign increases the likelihood that audiences will consider or purchase the product. This is essential for evaluating mid-funnel momentum and determining whether creative messaging aligns with audience motivation.
Individually, each KPI provides valuable insight. Combined, they reveal whether a campaign is not just seen—but remembered, liked, and considered.
How Brand Lift Studies Work
Brand lift studies typically use control and exposed groups to compare answers to survey questions that measure perception differences. In 2022, these studies became automated across major CTV, video, and programmatic platforms, giving advertisers faster access to insights and reducing the need for manual research.
1. Establishing Control and Exposed Groups
The exposed group consists of users who saw the campaign, while the control group features similar audiences who did not. This comparison isolates the campaign’s true impact from external factors.
2. Surveying Audience Perception
Automated surveys ask short questions such as:
- “Have you heard of this brand before?”
- “How likely are you to consider purchasing from this brand?”
- “Does this brand seem trustworthy or relevant to you?”
3. Calculating Incremental Lift
Lift is calculated by comparing positive responses between groups. The difference reveals how much the campaign shifted audience sentiment.
4. Reporting and Optimization
Platforms provide breakdowns by creative, audience segment, device type, and placement—allowing advertisers to refine messaging and targeting for future flights.
The Rising Role of Attention Metrics
By 2022, attention measurement became increasingly important. Advertisers understood that not all impressions were equal—some placements generated high attention and emotional engagement, while others offered rapid or passive views.
When combined with brand lift studies, attention metrics helped advertisers understand why lift occurred and how creative or context influenced emotional response.
Attention Signals That Drive Brand Lift
- Screen coverage and ad prominence
- Content relevance and contextual alignment
- Ad length and creative pacing
- Viewer engagement and completion behavior
- Ad clutter and frequency environments
These insights helped advertisers build stronger creative strategies and choose better inventory sources.
Why CTV Was Ideal for Brand Lift in 2022
Connected TV offered a premium, high-attention environment that supported strong brand lift results. With viewers fully engaged in large-screen content and exposed to lower ad clutter than mobile or social feeds, CTV campaigns consistently delivered stronger awareness and favorability lift.
Advantages of CTV for Brand Lift
- Long-form, immersive content
- High screen visibility
- Lean-back viewing (relaxed, focused attention)
- Quality publisher environments
- Premium inventory with strong contextual alignment
These characteristics made CTV a top choice for advertisers seeking measurable brand influence rather than superficial exposure.
When to Use Brand Lift Studies
Brand lift is especially valuable for upper- and mid-funnel strategies. Advertisers used it extensively in 2022 for campaigns that aimed to strengthen brand perception or message recall.
Ideal Use Cases
- Brand awareness campaigns
- New product launches
- Rebranding or repositioning efforts
- Creative testing and comparison
- Understanding audience preference shifts
By tying perception metrics to media performance, advertisers gained a clearer picture of which tactics influenced audience sentiment most effectively.
Conclusion: Brand Lift Gives Meaning to Media Investment
Brand lift measurement became a critical tool in 2022 as advertisers demanded deeper insights into how campaigns shaped consumer perception. By combining survey-based impact measurement with attention metrics and premium video placements, brands were able to understand not just whether people saw their ads—but how those ads influenced awareness, favorability, and purchase intent. In a world where impressions are plentiful but attention is scarce, brand lift remains one of the most meaningful indicators of upper-funnel success.
