We are a boutique agency trying to decide between sticking with GA4 or switching to Mixpanel for better funnel visualization. What do you recommend?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are a boutique agency trying to decide between sticking with GA4 or switching to Mixpanel for better funnel visualization. What do you recommend?
3 real searches · 1 real-search pass
Google Analytics 4 funnel exploration documentation funnel steps open funnel closed funnelGoogle ↗
OBSERVEDInstruction
Mixpanel funnels documentation conversion analysis insights user flowsGoogle ↗
OBSERVEDReason
GA4 vs Mixpanel comparison agency behavioral analytics pricing 2026Google ↗
OBSERVEDComparison
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). 2 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
Google Analytics 4 funnel exploration documentation funnel steps open funnel closed funnel Google ↗
Mixpanel funnels documentation conversion analysis insights user flows Google ↗
GA4 vs Mixpanel comparison agency behavioral analytics pricing 2026 Google ↗
- [GA4] Funnel exploration · support.google.com
- [GA4] Funnel exploration · support.google.com
- Mixpanel vs GA4: Get Actionable Insights, Not Just Basic Metrics · mixpanel.com
- Mixpanel Pricing: Find Your Plan & Get Started · mixpanel.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Analytics 4 funnel exploration documentation funnel steps open funnel closed funnel OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Mixpanel funnels documentation conversion analysis insights user flows OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
GA4 vs Mixpanel comparison agency behavioral analytics pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |