Can CMO's Actually Measure Music Marketing?

As brands move beyond songs and celebrity associations into sonic identities, music IPs and live experiences, industry experts say the real challenge is no longer measuring consumption,but proving business impact.

For years, streams, views, reach and social engagement have been the easiest metrics for brands to put behind music-led campaigns. But as music marketing becomes a more strategic part of brand building, CMOs are increasingly faced with a bigger question: Did the music actually move the brand or the business?

The distinction is becoming critical as brands invest not only in artists and music-led content, but also in sonic identities, original music IPs, sync opportunities and live experiences. While digital consumption numbers can demonstrate how widely a campaign travelled, they do not necessarily establish whether consumers remembered the brand, changed their perception or eventually took action.

Pragya Sharma, Director – Growth Marketing & Business Development, Zee Music Company, points to this gap between consumption and brand impact.

“Streams, views and social engagement are easier to track, so they have become the default scorecard. While they tell you whether the brand campaign was seen and heard, it doesn’t necessarily tell you whether it changed how your consumers perceive the brand,” Sharma says.

According to her, music is still frequently treated as a content or PR line item rather than a core brand-building pillar. The result is that a song crossing millions of views can look successful on paper, while the larger question of whether it improved recall or contributed to sales remains unanswered.

“Today, lots of songs are crossing millions of views, but whether it impacts recall or sales is equally critical,” she adds. “The brands that define core campaign success right at the start, with music as part of its core strategy, often seem to get it right.”

Moving beyond views and streams

For Sharma, the measurement framework needs to expand beyond conventional digital metrics. Completion rates, repeat listenership, organic reach and the use of tracks in Reels and Shorts can provide a deeper understanding of audience behaviour.

She also highlights geographical and cultural penetration as an important indicator, particularly when music travels organically across Tier 2 and Tier 3 markets.

Another critical question is whether consumers can actually connect the music back to the brand.

“Do people attribute the music to your brand? Such as Airtel’s and Nokia’s signature tune show how a sonic identity becomes a critical asset for the brands,” Sharma says.

The next layer, she argues, is connecting music exposure with consumer action. Search behaviour, website and app traffic, QR scans at live concerts, coupon redemptions and first-party data can help brands move closer to understanding the commercial impact of music-led campaigns.

“The key is to look at brand gain separately from artist popularity,” Sharma says, stressing that music marketing should also be assessed over a longer horizon.

From consumption metrics to business metrics

Vitasta Kaul, Chief Growth Advisor, BrandMusiq and former CMO, Hoopr, agrees that the industry needs to draw a clearer line between consumption and business outcomes.

“Streams, views, reach and engagement tell us whether people consumed the content. They don’t necessarily tell us whether the music made the brand more memorable, changed perception or influenced a purchase decision,” Kaul says.

The challenge, she explains, is that music often functions within a broader brand experience, making its individual contribution harder to isolate. But measurement is still possible if the objective is established before the campaign begins.

“If the objective is awareness, you can look at reach, recall and distinctive brand association. If it is engagement, you can look at completion rates, repeat consumption, participation and sharing. If it is conversion, you need to connect the campaign to traffic, leads, sales or other defined actions,” she says.

This suggests a three-layer framework for CMOs: immediate consumption, brand impact and business impact.

The first layer captures what audiences did,reach, engagement, participation, completion, search, traffic and conversions. The second examines whether the campaign strengthened unaided and aided recall, brand association, distinctiveness and consideration. The third connects music to commercial outcomes such as sales, customer acquisition, repeat purchases and retention.

The rise of sonic assets

Perhaps the biggest shift is the growing recognition that music can become a long-term brand asset rather than a campaign-specific execution.

Kaul believes sonic assets should increasingly be treated in the same way as visual brand identities, with the objective of creating an identifiable memory structure around a brand.

The question, therefore, is not simply whether a consumer heard a piece of music, but whether they can recognise the brand through that sound and whether that recognition strengthens over time.

Sharma similarly advocates investing in music IPs, sonic identities, sync and content as long-term pillars of brand equity.

For CMOs, this changes the measurement conversation. A viral song may deliver immediate visibility, but a distinctive sonic asset can potentially build recognition across multiple campaigns and consumer touchpoints.

Can music prove incremental impact?

The next frontier is attribution.

Kaul argues that brands should increasingly use control groups, geographic splits, pre- and post-campaign studies and other attribution methodologies wherever possible to understand incremental impact, rather than simply correlating music exposure with sales.

That distinction could determine how music marketing is evaluated in boardrooms going forward. If music is to move from a content budget to a strategic marketing investment, CMOs will need evidence that goes beyond how many people watched, streamed or shared a piece of content.

The larger opportunity, therefore, may not be finding a single metric for music marketing. It is building a measurement framework that connects attention → brand memory → consumer action → business outcomes.