Real ChatGPT answer · index seed5DZSA4xOrGgcompleteMarketing and advertising · web analyticsinformational
Can Mixpanel handle B2B lead attribution cheaper and better than GA4 for a bootstrapped company with fewer than five thousand monthly active users?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can Mixpanel handle B2B lead attribution cheaper and better than GA4 for a bootstrapped company with fewer than five thousand monthly active users?
3 real searches · 1 real-search pass
Mixpanel pricing free plan monthly events 2026 official pricing B2B attribution GA4 comparisonGoogle ↗
OBSERVEDComparison
Google Analytics 4 free attribution reports traffic acquisition key events official documentationGoogle ↗
OBSERVEDInstruction
Mixpanel attribution marketing attribution first touch last touch documentationGoogle ↗
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). 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
Mixpanel pricing free plan monthly events 2026 official pricing B2B attribution GA4 comparison Google ↗
Google Analytics 4 free attribution reports traffic acquisition key events official documentation Google ↗
Mixpanel attribution marketing attribution first touch last touch documentation Google ↗
- Analytics Tools & Solutions for Your Business · marketingplatform.google.com
- Get started with attribution · support.google.com
- Lead acquisition report - Computer · support.google.com
- Mixpanel Pricing: Find Your Plan & Get Started · mixpanel.com
- Mixpanel Pricing: Find Your Plan & Get Started · mixpanel.com
- User acquisition report vs. Traffic acquisition report · support.google.com
- Mixpanel: Pricing · mixpanel.com
- Mixpanel startup program · mixpanel.com
- GA4 lead acquisition documentation · support.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Mixpanel pricing free plan monthly events 2026 official pricing B2B attribution GA4 comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Google Analytics 4 free attribution reports traffic acquisition key events official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Mixpanel attribution marketing attribution first touch last touch documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |