Real ChatGPT answer · index seedLnuCX4u1nwAcompleteMarketing and advertising · web analyticscomparison
Do cohort retention charts actually help reduce customer churn better than simple bounce rate metrics for an online shop?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do cohort retention charts actually help reduce customer churn better than simple bounce rate metrics for an online shop?
1 real search · 1 real-search pass
ecommerce cohort retention analysis customer churn repeat purchase measurement bounce rate limitations GA4 engaged sessionsGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
ecommerce cohort retention analysis customer churn repeat purchase measurement bounce rate limitations GA4 engaged sessions Google ↗
- [GA4] Cohort exploration · support.google.com
- What ecommerce analytics measures, and where others fall short · mixpanel.com
- Marketing Metrics by Funnel Stage: Formulas & KPIs · herm.io
- Retention metrics for commerce apps · gmi.software