Real ChatGPT answer · index seedtVyCgrXXxeMcompleteMarketing and advertising · web analyticslocal

Need help understanding tracking campaign UTM parameter best practices because my boss keeps asking for clean traffic reports.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Need help understanding tracking campaign UTM parameter best practices because my boss keeps asking for clean traffic reports.
2 real searches · 1 real-search pass
Google Analytics 4 UTM parameters best practices campaign URL builder lowercase naming conventions officialGoogle ↗
OBSERVEDComparison
Google Analytics campaign URL parameters traffic attribution manual tagging auto-tagging 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 (2)
Short factOther / navigationalComparison50%ConsequenceReasonDefinitionInstruction50%Yes / no

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 UTM parameters best practices campaign URL builder lowercase naming conventions official Google ↗
Google Analytics campaign URL parameters traffic attribution manual tagging auto-tagging official documentation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Analytics 4 UTM parameters best practices campaign URL builder lowercase naming conventions official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Google Analytics campaign URL parameters traffic attribution manual tagging auto-tagging official documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1