Real ChatGPT answer · index seedIwoAm3sq4DwcompleteMarketing and advertising · web analyticscommercial
Is BigQuery really necessary for storing raw analytics data or are there better user friendly tools for a beginner marketer to query traffic stats
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is BigQuery really necessary for storing raw analytics data or are there better user friendly tools for a beginner marketer to query traffic stats
3 real searches · 1 real-search pass
beginner friendly website analytics tools GA4 Looker Studio Matomo PostHog reporting features officialGoogle ↗
OBSERVEDOther / navigational
Google Analytics 4 BigQuery export raw event data official documentationGoogle ↗
OBSERVEDInstruction
Looker Studio Google Analytics connector dashboards official 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). 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
beginner friendly website analytics tools GA4 Looker Studio Matomo PostHog reporting features official Google ↗
Google Analytics 4 BigQuery export raw event data official documentation Google ↗
Looker Studio Google Analytics connector dashboards official documentation Google ↗
- Google Analytics · analytics.google.com
- Looker Studio · lookerstudio.google.com
- Available connectors | Data Studio | Google Cloud Documentation · docs.cloud.google.com
- Reporting surfaces comparison · support.google.com
- Official website · clarity.microsoft.com
- Official website · posthog.com
- BigQuery Export · support.google.com
- [GA4] Understand how Analytics stores and displays data · support.google.com
- Bridge the gap between the Google Analytics UI and BigQuery export | Google for Developers · developers.google.com
- [GA4] Compare Analytics reports and data exported to BigQuery · support.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
beginner friendly website analytics tools GA4 Looker Studio Matomo PostHog reporting features official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Analytics 4 BigQuery export raw event data official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Looker Studio Google Analytics connector dashboards official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |