Real ChatGPT answer · index seedVglmBVfFHjkcompleteMarketing and advertising · web analyticsinformational
Is it worth paying for Mixpanel data retention add-ons, or can a small marketing team get the exact same cohort insights out of GA4 for free?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it worth paying for Mixpanel data retention add-ons, or can a small marketing team get the exact same cohort insights out of GA4 for free?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Mixpanel data retention add-on historical data retention pricing cohort analysis retention reports 2026 Google ↗
Google Analytics 4 cohort exploration retention report limitations data retention 14 months BigQuery export cohorts 2026 Google ↗
- [GA4] Cohort exploration · support.google.com
- [GA4] Retention overview report - Computer · support.google.com
- [GA4] Explore playbook · support.google.com
- Data retention · support.google.com
- Get started with Explorations · support.google.com
- Mixpanel Pricing: Find Your Plan & Get Started · mixpanel.com
- Mixpanel Pricing: Find Your Plan & Get Started · mixpanel.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Mixpanel data retention add-on historical data retention pricing cohort analysis retention reports 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Analytics 4 cohort exploration retention report limitations data retention 14 months BigQuery export cohorts 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |