Does referral program sharing activity spike by more than 50% during holiday gifting season, and do holiday-referred customers retain at the same rate as non-holiday referrals?
Identify seasonal patterns in referral behavior to time promotional pushes and evaluate whether holiday referrals convert into long-term customers.
Metrics & KPIs
Required Data
Data Sources
Works with tools like
How Bruin answers this
Bruin AI Data Analyst
Does referral program sharing activity spike by more than 50% during holiday gifting season, and do holiday-referred customers retain at the same rate as non-holiday referrals?
Bruin connects to your CRM, Analytics, E-commerce Platform and runs the analysis automatically.
It tracks Monthly referral share volume, seasonal lift, holiday referral retention and delivers the answer in seconds, in Slack, Discord, Teams, Google Chat, WhatsApp, Telegram, email, or your browser.
Related use cases
Discount-to-Full-Price Repeat Purchase
How many customers who used a discount code on first purchase made a full-price repeat purchase within 90 days?
Retention & LoyaltyLoyalty Tier Upgrade Rate
What percentage of Silver-tier loyalty members upgraded to Gold in the last 6 months, and what was their average spend increase?
Retention & LoyaltyRepeat Purchase Rate by Category
Which product categories have a repeat purchase rate above 30% within 6 months, and which are below 10%?
Bruin for e-commerce
Use cases across every team in your e-commerce business, from conversion funnels to inventory, marketing to customer lifetime value. One AI that speaks your data.
Get this answer in seconds
Connect your data, ask the question, get the answer. No SQL needed.