【MMA】2024年营销归因基准状况报告_33页_3mb

State of Attribution Summary (June 2024)

Core Content

The State of Attribution report from MMA Global for 2024 outlines the evolving landscape of marketing measurement and attribution. It highlights the growing emphasis on measurable outcomes over traditional reach-based planning, while also identifying persistent challenges in the integration and effectiveness of marketing measurement and attribution (M&A) tools.

Main Trends

• Economic Optimism: Marketers are more optimistic about the economy in Q1 2024, but this optimism has not translated into increased media budgets.
• Focus on Outcomes: Marketers are increasingly prioritizing outcomes over reach, with only a small share of companies still focusing on reach-based planning.
• Frustration with M&A Capabilities: Most marketers feel frustrated with the quality of their M&A capabilities, particularly due to media fragmentation and the need to "patch" together solutions from different tools.
• Integration Challenges: The integration of Marketing Mix Models (MMM) and Marketing Technology Attribution (MTA) is the top problem for half of the marketers, up from previous years.
• KPI Alignment and Incrementality: Over 30% of marketers still struggle with KPI alignment, and 57% are concerned about measuring incrementality, which is the true causal effect of marketing activities.
• Actionability and Scale: Marketers also face challenges in applying findings to optimize spend allocation (52%) and measuring the effectiveness of a large portion of their spend.

AI and Machine Learning (AI/ML) Integration

• AI Adoption: Half of the marketers expect AI to have a serious impact on their M&A efforts within the next 12 months.
• Expected Benefits: The main benefits anticipated from AI are increased speed (44%) and better integration with bidding systems.
• Limited Expectations: Fewer marketers expect AI to improve data processing or overcome privacy limitations.

MTA Adoption and Challenges

• MTA Penetration: MTA adoption has reached 52% in 2024, with a steady but slow increase over the past two years.
• User Satisfaction: MTA users report higher satisfaction with their M&A efforts compared to non-users.
• Recycling Trend: A notable trend is the recycling of MTA adoption, with new marketers adopting MTA while some experienced ones divest, temporarily reducing industry maturity.
• ROI Perception: The perceived ROI from MTA has dropped to 2022 levels, indicating that lower maturity may be affecting its value.
• Net Promoter Score (NPS): The NPS of MTA providers remains negative, showing continued dissatisfaction among users.
• Over-Reliance on CTR: Despite the growth of MTA, marketers continue to over-rely on Click-Through Rate (CTR) and rules-based attribution, which limits the effectiveness of their M&A strategies.

Organizational Challenges

• Integration of Tools: 80% of marketers are dissatisfied with their ability to reconcile results from different measurement tools.
• Durability Concerns: Two-thirds of marketers worry about building long-lasting solutions due to the rapidly changing marketing environment.
• Professional Churn: There is a noticeable churn in analytics professionals, which may be linked to the recycling of MTA adoption and hinder economies of learning within companies.

Key Conclusions

1. Small Steps Forward: MTA adoption is increasing, but slowly, and industry maturity is also growing as more professionals gain experience.
2. Barriers to Value Extraction: The NPS of MTA providers remains negative, and the recycling trend suggests a temporary decrease in company maturity.
3. MTA as a Key Tool: MTA is still a crucial tool in the marketing arsenal, but it is less likely to be seen as the future/stand-alone solution.
4. Need for Advanced Strategies: Marketers are investing more in M&A to address these challenges and are under increased pressure to demonstrate value to the rest of the organization.

Study Methodology

• Timing: Fieldwork was conducted from Q4 2023 to Q1 2024.
• Sample: The study included MMA Global members, board members, and MATT members, as well as a third-party verified sample of marketers from companies with $1 billion+ in revenue.
• Methodology: The research was based on a combination of scientific research, research consortiums, and in-market experiments.

About MMA Global

MMA Global is a non-profit industry association focused on improving marketing's ability to drive growth and profitability. It includes 800+ member companies and operates in 15 countries. The association is composed of marketers and covers all aspects of the marketing ecosystem, including adtech/martech, platforms, media, and agencies.

MMA Think Tanks

• Marketing Attribution Think Tank (MATT): Aims to empower marketers with scientific approaches to measurement, increasing the value of their company.
• Marketing Organizational Strategy Think Tank (MOSTT): Focuses on building and executing data and customer strategies to increase company value.
• Marketing Data and Customer Experience Think Tank (DATT): Helps marketing executives understand and implement evidence-based organizational structures.

Summary

The 2024 report underscores the increasing focus on outcomes, the persistent challenges in M&A integration, and the growing importance of AI/ML in marketing measurement. While MTA adoption is on the rise, its perceived value and ROI remain a concern, and organizational trust and investment in advanced tools are critical for future success.