Model Context Protocol (MCP) is an open standard that enables AI models like Claude and ChatGPT to connect directly to external databases and ecommerce tools. By integrating Decile’s MCP, marketers can unify enriched customer data to generate analyst-level insights within their existing AI interface. This workflow allows brands to move from insights to activation without switching between platforms, increasing operational efficiency.
Key Takeaways
- Model Context Protocol connects AI models directly to external eCommerce databases for unified data analysis.
- Implementing this protocol allows marketing teams to transition seamlessly from data analysis to campaign activation.
- Acquisition Product Efficiency metrics help identify which products drive the most profitable long-term customer growth.
- Cohort Quality Scores enable brands to evaluate customer group performance and optimize marketing budget allocation.
- Automated performance recaps facilitate real-time decision-making during team meetings and ongoing campaign management processes.
How Ecommerce Brands Are Using MCPs for Customer Analytics
Understanding Decile’s MCP involves examining how ecommerce brands integrate the protocol into their daily workflows to drive growth. It’s no longer a theoretical idea or something to implement down the line, but a tool that has become central to teams’ workflows.
Acquisition Product Efficiency
What is it?
Acquisition Product Efficiency measures how effectively specific products drive new customer growth by analyzing CAC, product-level cohort data, LTV:CAC and first order payback. Access the top 10 acquisition products.
How to use it:
Understand which products should be highlighted in acquisition campaigns for the most profitability over time. Consider the merchandising of these products on the brand’s homepage and the creative placement of these products in acquisition campaigns.
Cohort Quality Score
What is it?
Cohort Quality Scores evaluate the performance of customer groups over time by comparing retention and spending patterns across different acquisition periods. Compare cohorts, or look at a single cohort to understand overall performance.
How to use it:
Use cohort comparisons to define where the budget focus should be. Review the effect of specific campaigns on cohort performance, and make adjustments where needed.
Acquisition Product Affinity
What is it?
Acquisition Product Affinity identifies which products resonate most with specific customer segments highlighting first-order metrics and long-term repurchase behavior.
How to use it:
Identify the products to target and which to avoid for each segment. Build marketing campaigns with copy and creative centered around the top product preferences.
Monthly/Weekly Recap
What is it?
Monthly and Weekly Recaps provide a high-level snapshot of performance, allowing teams to identify revenue gaps and marketing wins in real-time. Understand how campaigns are affecting specific segments and overall profitability.
How to use it:
Recaps are especially helpful in Monday morning standups or reporting up to senior management. Use them for forward planning and make campaign adjustments in real time where needed, rather than waiting for a campaign to finish before running performance analysis.
Segment Health
What is it?
Segment Health analysis determines whether specific customer segments are thriving or require intervention. Gain an understanding of your overall customer lifecycle segments.
How to use it:
Define which segments need attention, which are winning, and the reason behind each. Run win-back campaigns where needed and consider focusing acquisition budgets on high performing segments.
Benefits of Using Decile’s MCP for Ecommerce Analytics
The benefits of using an MCP like Decile for ecommerce analytics extends beyond significant time savings. Here are a few things to consider:
- Opportunity for team collaboration within the agentic platform your team is already using daily.
- Limit platform hopping to complete a single task. Go from question to activation right from your AI platform.
- Access recommendations, for a clear picture of what to do next - not just what happened and why.
- Leverage ecommerce-specific models for relevant insights
- Include brand context so your AI agent can go beyond generic insights and include specific nuances of your business.
Interested in learning more about Decile and how to integrate with Claude, ChatGPT and more? Book a demo, we’d love to hear from you!