Real ChatGPT answer · index seedeMm2I0EEkGQcompleteMarketing and advertising · web analyticscomparison
Mixpanel or Google Analytics 4 for mobile app retention cohorts because our retention dropped fifty percent overnight and I need to investigate today.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Mixpanel or Google Analytics 4 for mobile app retention cohorts because our retention dropped fifty percent overnight and I need to investigate today.
3 real searches · 1 real-search pass
Mixpanel Google Analytics 4 mobile app retention reporting features documentation changes 2026Google ↗
OBSERVEDOther / navigational
Mixpanel retention report cohorts mobile analytics official documentation retention report breakdowns 2026Google ↗
OBSERVEDReason
Google Analytics 4 retention cohort exploration mobile app official documentation 2026Google ↗
OBSERVEDInstruction
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Mixpanel Google Analytics 4 mobile app retention reporting features documentation changes 2026 Google ↗
Mixpanel retention report cohorts mobile analytics official documentation retention report breakdowns 2026 Google ↗
Google Analytics 4 retention cohort exploration mobile app official documentation 2026 Google ↗
- Mixpanel: Product Analytics for Mobile, Web & More · mixpanel.com
- What is user retention and how to analyze it · mixpanel.com
- [GA4] Cohort exploration · support.google.com
- [GA4] Retention overview report - Computer · support.google.com
- [UA→GA4] Migration reference [Legacy] · support.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Mixpanel Google Analytics 4 mobile app retention reporting features documentation changes 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Mixpanel retention report cohorts mobile analytics official documentation retention report breakdowns 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Analytics 4 retention cohort exploration mobile app official documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |