Real ChatGPT answer · index seedFJ2en50sOFkcompleteMarketing and advertising · web analyticscommercial
What are the best practices and recommended tools for exporting raw event data from our website to BigQuery for custom attribution modeling?
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The searches the AI actually ran for this prompt.
SEED QUERY
What are the best practices and recommended tools for exporting raw event data from our website to BigQuery for custom attribution modeling?
3 real searches · 1 real-search pass
best practices raw website event data pipeline BigQuery attribution modeling Segment RudderStack Snowplow GA4 BigQuery export documentationGoogle ↗
OBSERVEDInstruction
Google BigQuery streaming ingestion Storage Write API partitioned tables best practices official documentationGoogle ↗
OBSERVEDInstruction
GA4 BigQuery export schema intraday daily export limitations official documentationGoogle ↗
OBSERVEDReason
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
best practices raw website event data pipeline BigQuery attribution modeling Segment RudderStack Snowplow GA4 BigQuery export documentation Google ↗
Google BigQuery streaming ingestion Storage Write API partitioned tables best practices official documentation Google ↗
GA4 BigQuery export schema intraday daily export limitations official documentation Google ↗
- BigQuery destination documentation · segment.com
- RudderStack website · rudderstack.com
- Snowplow documentation · docs.snowplow.io
- GA4 BigQuery export documentation · support.google.com
- Dataflow documentation · cloud.google.com
- BigQuery Storage Write API · cloud.google.com
- Introduction to the Storage Write API (gRPC) | BigQuery | Google Cloud Documentation · docs.cloud.google.com
- Write from Dataflow to BigQuery | Google Cloud Documentation · docs.cloud.google.com
- Optimize load jobs | BigQuery | Google Cloud Documentation · docs.cloud.google.com
- BigQuery Export · support.google.com
- BigQuery Export · support.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best practices raw website event data pipeline BigQuery attribution modeling Segment RudderStack Snowplow GA4 BigQuery export documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Google BigQuery streaming ingestion Storage Write API partitioned tables best practices official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
GA4 BigQuery export schema intraday daily export limitations official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |