Matthias Stepancich

Oct 20, 2024

Why Your Marketing Agency Needs MMM and Incrementality Testing

Strategic guide for marketing agencies to differentiate with MMM and incrementality testing, delivering superior client value and results.

Agencies

Marketing Mix Modeling

Why Your Marketing Agency Needs MMM and Incrementality Testing

Why Your Marketing Agency Needs MMM and Incrementality Testing

Why Your Marketing Agency Needs MMM and Incrementality Testing

As the CEO of a digital marketing agency, you’re aware that competition in the market is tough. Agencies face increasing pressure to deliver outstanding results for clients while standing out among a sea of service providers. With tightening privacy regulations and traditional models like Multi-Touch Attribution (MTA) becoming less reliable, advanced solutions such as Marketing Mix Modeling (MMM) and Incrementality Testing are instead becoming essential. These tools not only improve your relationship with existing clients, delivering them more actionable insights and value, but also help your agency distinguish itself in a crowded market when prospecting.

Let’s explore why these methodologies are crucial, how they can help you differentiate from competitors, and how you can integrate them into your agency’s service offerings.

The Rise of MMM and Incrementality Testing

Marketing Mix Modeling (MMM) has long been used by large brands to quantify the impact of various marketing activities on overall sales and revenue. It uses advanced statistical techniques to estimate how different marketing channels (both online and offline) contribute to business outcomes over time. Unlike attribution models, which often struggle in today’s fragmented, privacy-first ecosystem, MMM doesn’t rely on user-level data or tracking, making it a future-proof solution in the post-cookie world.

On the other hand, incrementality testing helps marketers understand the true incremental lift of marketing efforts by comparing groups exposed to marketing campaigns with control groups that aren’t. It answers a crucial question: Would these conversions have happened without the ad campaign?

As privacy regulations are increasingly limiting data collection and cookie-based tracking is fading away, both MMM and incrementality testing are becoming indispensable tools that allow agencies to:

  • Measure cross-channel impact, including offline and digital channels.

  • Optimize marketing spend by pinpointing the most effective tactics.

  • Provide future-proof, actionable insights that are compliant with privacy laws.

Agencies that adopt these methodologies position themselves as forward-thinking partners to their clients, offering advanced measurement solutions that go beyond basic attribution and ROAS calculations.

If You Run a Creative Agency…

If your agency mainly offers services like branding, ad design, entire concept-based campaigns from initial idea to creative realization, you understand the immense effort and passion your team pours into crafting impactful campaigns for your clients. But when it’s time to prove their effectiveness, you’re often up against a challenge: your clients—usually heads of marketing—tend to rely on basic, traditional tools and metrics to gauge success, as they don’t have in-house systems to measure true incremental impact. They often will come back to you with metrics that can actually be misleading or fail to capture the full value your work delivers. Impressions, clicks, basic conversion rates and multi-touch attribution only tell part of the story, leaving room for a lot of subjective interpretation. This often results in clients forming their own opinions on how the campaign performed – and, without more reliable data, you’re left without the means to effectively counter their arguments. To change this, you need advanced, comprehensive analytics that dig deeper and are more scientifically solid. By moving beyond surface-level stats, you can confidently demonstrate the real incremental impact of your campaigns and eliminate any doubts about their success.

If You Run a Performance Agency…

If you offer performance marketing services like Google Ads, Meta Ads, Programmatic Advertising campaigns, etc., then you’re no stranger to data and metrics. Your team already lives and breathes numbers, optimizing campaigns for clicks, conversions, ROAS. But you’re also aware that every agency is using similar metrics, so how do you stand out? The answer lies in being even more solid and comprehensive in your performance reporting than your competitors. Metrics like CTR, CPC, and ROAS, as reported by traditional ad platforms, are often misleading; and, in complex multi-channel campaigns, the risk of missing the forest for the trees grows rapidly. To truly differentiate your agency, you need to offer deeper insights, and show your clients the incremental value of what you do. You will not only prove the effectiveness of your campaigns but also build a stronger, data-backed narrative that instills confidence in your clients. This is how you’ll secure long-term partnerships and stay ahead in the game.

Stand Out in a Crowded Market: Why MMM and Incrementality Testing Are Essential for Your Agency

Today’s digital marketing landscape is saturated, requiring your agency to go beyond standard services like SEO, PPC, and social media marketing to retain and attract clients. Offering advanced measurement tools like MMM and incrementality testing provides your agency with superior insights, positioning you as a leader among competitors still reliant on basic attribution models.

1. Move Beyond Simplistic Attribution Models

Most agencies continue to rely on outdated models like Multi-Touch Attribution (MTA), which track user interactions with ads and assign credit to various touchpoints in a marketing funnel. However, MTA is becoming obsolete due to new privacy regulations, the decline of cookie-based tracking, and the increasing complexity of consumer journeys. The majority of CMOs still rely on MTA and as a result they take decisions based on an incomplete picture of marketing effectiveness, particularly if they have a complex cross-channel strategy. By adopting MMM instead, your agency can offer them a comprehensive view of their marketing ecosystem and a holistic view of marketing effectiveness, showing with data how success comes from the entire mix of marketing efforts, rather than individual user actions.

2. Offer Future-Proof, Privacy-Safe Solutions

With privacy laws like GDPR and CCPA becoming stricter, many agencies struggle to maintain accurate data-driven insights. MTA’s dependency on cookies and user-level data has become problematic. MMM and incrementality testing, on the other hand, offer future-proof measurement solutions. These tools don’t require tracking personal data, allowing your agency to remain compliant while delivering reliable performance insights.

3. Maximize Return on Ad Spend (ROAS) with Deeper Insights

Clients increasingly demand transparency in how their marketing budgets are being spent and the ROI being generated. One of the most important metrics for performance marketing agencies is Return on Ad Spend (ROAS), but reporting on this metric can easily be completely misleading. With BlueAlpha’s MMM and incrementality testing tools, you can provide your clients with a clear picture of which campaigns, platforms, and tactics are driving the most value. You can unlock true ROAS. This helps optimize ad spend, reallocating budgets to maximize incremental growth, allowing your agency to offer a first-party data-backed, results-oriented approach that stands out from competitors who rely on guesswork or on the incomplete/misleading metrics reported by typical ad platforms.
Other than providing a clear technical competitive advantage, this transparency also builds trust with clients, allowing agencies to foster longer-term relationships. This can allow you to position your agency as a strategic partner rather than just a service provider​.

4. Help Clients Navigate Complex, Multichannel Campaigns

One of the key strengths of MMM is its ability to measure the impact of multichannel campaigns, encompassing both online and offline marketing efforts. As consumer journeys become more complex, involving interactions across a variety of channels—from social media to physical stores—clients need a measurement solution that can capture these nuances. Agencies that offer MMM can guide their clients through the intricacies of these campaigns and provide detailed recommendations for optimizing cross-channel marketing spend.
By offering this level of sophistication, agencies can differentiate themselves from competitors who may still be siloed in their approach, focusing primarily on digital channels without the ability to measure offline or broader market impacts.

5. Offer Scenario Planning and Budget Optimization

The combination of MMM’s scenario planning capabilities and iterative incrementality testing allows agencies to simulate different budget allocations and marketing strategies, providing clients with a data-backed forecast of potential outcomes. This combination is a powerful differentiator, as it allows clients to understand the trade-offs between various marketing investments and choose the most effective approach.

Agencies that can provide these detailed, forward-looking insights stand out as consultative, strategic partners rather than transactional service providers. This positions the agency as a valuable asset in clients’ long-term business planning, further strengthening client relationships and increasing the likelihood of repeat business.

How to Implement MMM and Incrementality Testing in Your Digital Marketing Agency

Here’s how your agency can successfully integrate these advanced measurement tools:

  • Leverage Modern MMM Solutions: Traditional MMM has been criticized for being slow and costly, often requiring months of data collection and manual analysis. Modern MMM tools like BlueAlpha are different. These tools leverage AI (machine learning), Bayesian statistics, cloud computing and other new tech to generate insights in real time, allowing you to offer clients faster, more detailed reports and experiments results. Your clients can start optimizing marketing spend right away.

  • Train Your Team and Educate Clients: It’s important to invest in training for your team to fully understand MMM and incrementality testing tools. These platforms often require a different approach compared to traditional attribution models, so upskilling is crucial to provide the best results for your clients. Additionally, educating your clients about these advanced techniques will help them understand the long-term value of these methods.

  • Get Clients to Share First-Party Sales Data: For MMM and incrementality testing to be truly effective, your agency must collaborate with clients to access their first-party sales data. This step is crucial for accurately measuring the incremental impact of marketing activities on actual sales outcomes. By integrating this data into MMM models, you can ensure that the analysis is grounded in real, tangible business metrics, providing more accurate insights into how marketing efforts drive sales. Clients need to understand that sharing this data is the only way for you to help them validate the effectiveness of their marketing strategies.

  • Adopt Continuous Test-and-Learn Approaches: Incrementality testing works best when integrated into a continuous test-and-learn cycle. SaaS solutions like BlueAlpha help you run frequent geo-experiments and matched market tests to validate marketing assumptions and drive incremental lift. This data-backed approach allows you to continuously optimize your clients’ campaigns and ensure maximum impact.

  • Deliver Granular, Actionable Insights: MMM’s strength lies in its ability to provide granular, actionable insights. With platforms like BlueAlpha, you can present clients with interactive dashboards and scenario planning tools that show how different marketing strategies impact performance. Use these insights to provide clear, strategic recommendations that guide clients toward the most effective use of their marketing budgets.

Adopting MMM and Incrementality Testing Will Give Your Agency a Competitive Edge

By embracing advanced measurement models like MMM and incrementality testing, your agency can stay ahead of the competition. These tools enable you to provide future-proof, privacy-safe, first-party data-backed insights that go beyond the capabilities of traditional attribution models and marketing platforms.

Agencies that take the lead in adopting these advanced methodologies will not only stand out from their competitors but will also deliver greater value to their clients, driving better results and fostering deeper, more strategic relationships.

MarTech solutions like BlueAlpha offer cutting-edge solutions that help optimize marketing spend and demonstrate your agency’s value as a long-term strategic partner. With the ability to handle complex, multi-channel campaigns and provide real-time results, your agency can stand out in the crowded market and build long-term relationships with clients. Your agency will move from being a vendor to becoming a trusted advisor, helping your clients navigate the complexities of modern marketing.

Ultimately, adopting advanced marketing measurement solutions, looking at your clients’ activities with a more holistic view, and reporting on incremental results helps you meet today’s demands for transparency, accountability, and measurable ROI, ensuring your agency’s growth in an increasingly competitive and privacy-conscious world.

Your marketing is capable of more.
Get on BlueAlpha. Make it happen.

Your marketing is capable of more.
Get on BlueAlpha. Make it happen.

Your marketing is capable of more.
Get on BlueAlpha. Make it happen.