Brighton Summary - October 2024

How AI/ML Can Help Solve For Incrementality in Search by Combining PPC & SEO

Key Takeaways

  1. The Total Search Challenge:

    • Questioning the value of paid search vs. organic
    • Total Search refers to the collective output of Text Ads, Shopping & Organic
    • Isolated search management leads to wasted ad spend and missed opportunities
  2. Solving for Total Search:

    • Focus on the overlap between paid and organic listings
    • Optimize towards Total Search Profits instead of individual Paid & SEO KPIs
    • Develop a machine learning bid strategy that factors in Organic performance
  3. Data Challenges and Solutions:

    • Need to understand revenue contribution of Organic at individual query level
    • Build a system to model organic revenue data and map it to paid data
    • Use Machine Learning to find optimum bids for maximum incremental returns
  4. Benefits for SEOs:

    • Put monetary value to organic ranking improvements
    • Understand how competitor paid strategies affect your SEO
    • Identify areas of opportunity for optimization
  5. Importance in Current Search Landscape:

    • Google's push towards AI-driven strategies (PMax, Broad Match) increases risk of cannibalization
    • Recent SERP updates make efficient management of paid and organic more crucial
  6. Success Stories:

    • Case study: Superdrug achieved 102% higher total ROAS and 50% lower total CPC
    • Observe incrementality growth in Marketing Mix Models (MMM)

Action Items

  1. Link Up Search Console to Google Ads:

    • Utilize the tools Google provides to gain insights into total search performance
  2. Isolate Top SEO Terms in Paid Search:

    • Create exact match keywords for high organic volume terms
    • Negative these keywords from other campaigns to prevent cannibalization
  3. Familiarize Yourself with Paid + Organic Reports:

    • Use these reports to track total clicks over time and gain a view of total search performance
  4. Design and Implement Tests:

    • Adjust paid strategy and monitor total click volumes over time for each keyword
    • Develop an approach to deliver better total search value
  5. Consider Implementing a Total Search Solution:

    • Look into tools or platforms that can help manage paid and organic search in unison
    • Evaluate the potential for using machine learning to optimize bids based on total search performance
  6. Stay Informed and Seek Further Information:

    • Access the speaker's (Max Flajsner) presentation slides for more details
    • Consider requesting a personalized forecast or accessing success stories from Incubeta
    • Subscribe to relevant newsletters to stay updated on Total Search strategies

Remember: The key to success in the current search landscape is to optimize for total search performance, leveraging both paid and organic channels in a unified strategy. This approach can lead to significant improvements in ROAS, CPC, and overall search profitability.