Real ChatGPT answer · index seededaiOFVBE1scompleteMarketing and advertising · web analyticscomparison
Compare GA4 BigQuery export schema with Mixpanel raw data export for building custom attribution models in Python.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare GA4 BigQuery export schema with Mixpanel raw data export for building custom attribution models in Python.
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
Google Analytics 4 BigQuery export schema events traffic_source collected_traffic_source session_traffic_source_last_click official documentation Google ↗
Mixpanel raw data export events schema properties distinct_id user profile export official documentation Google ↗
- BigQuery Export schema · support.google.com
- Traffic attribution data | Google Analytics | Google for Developers · developers.google.com
- BigQuery Export schema · support.google.com
- docs/reference/import-events.mdx at main · mixpanel/docs · github.com
- GitHub - api-evangelist/mixpanel: Mixpanel — independent third-party profile of a public API surface, by API Evangelist. Mixpanel is a business analytics service company that tracks user interactions with web and mobile applications and provides tools for targeted communication with them. · github.com
- Mixpanel Connector · docs.airbyte.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Analytics 4 BigQuery export schema events traffic_source collected_traffic_source session_traffic_source_last_click official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Mixpanel raw data export events schema properties distinct_id user profile export official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |