Real ChatGPT answer · index seedloJ2GBvNZ3IcompleteMarketing and advertising · web analyticscomparison
Is it worth migrating our legacy Universal Analytics custom dimensions to GA4 user properties or should we jump straight to a CDP like Segment?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it worth migrating our legacy Universal Analytics custom dimensions to GA4 user properties or should we jump straight to a CDP like Segment?
3 real searches · 1 real-search pass
Google Analytics 4 user properties custom dimensions event scope user scope limits official documentationGoogle ↗
OBSERVEDInstruction
Segment CDP sources destinations tracking plans identity resolution official documentationGoogle ↗
OBSERVEDReason
Universal Analytics sunset migration GA4 custom dimensions user properties recommended migration officialGoogle ↗
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
Google Analytics 4 user properties custom dimensions event scope user scope limits official documentation Google ↗
Segment CDP sources destinations tracking plans identity resolution official documentation Google ↗
Universal Analytics sunset migration GA4 custom dimensions user properties recommended migration official Google ↗
- [UA→GA4] Tips for switching from analytics.js to gtag.js [Legacy] · support.google.com
- [UA→GA4] Migration reference [Legacy] · support.google.com
- [GA4] Collect data about your users · support.google.com
- Send user properties | Google Analytics | Google for Developers · developers.google.com
- Official website · segment.com
- Documentation · twilio.com
- Identity Resolution: The Definitive Guide · segment.com
- Twilio Segment Plans & Pricing · segment.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Analytics 4 user properties custom dimensions event scope user scope limits official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Segment CDP sources destinations tracking plans identity resolution official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Universal Analytics sunset migration GA4 custom dimensions user properties recommended migration official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |