Real ChatGPT answer · index seed0DkzxCRUxJwcompleteMarketing and advertising · influencer marketinghowto

How do I set up custom tracking links to properly calculate cost per acquisition for our upcoming holiday influencer push

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I set up custom tracking links to properly calculate cost per acquisition for our upcoming holiday influencer push
3 real searches · 1 real-search pass
Google Analytics 4 campaign URL builder UTM parameters documentation ecommerce purchase attribution influencer tracking officialGoogle ↗
OBSERVEDInstruction
Google Analytics 4 campaign URL builder UTM parameters documentation manual campaign attribution ecommerce purchase eventGoogle ↗
OBSERVEDInstruction
Shopify marketing attribution UTM tracking discount codes orders documentation influencer campaigns CPAGoogle ↗
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)
Short factOther / navigationalComparisonConsequenceReason33%DefinitionInstruction67%Yes / no

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 campaign URL builder UTM parameters documentation ecommerce purchase attribution influencer tracking official Google ↗
Google Analytics 4 campaign URL builder UTM parameters documentation manual campaign attribution ecommerce purchase event Google ↗
Shopify marketing attribution UTM tracking discount codes orders documentation influencer campaigns CPA Google ↗
  1. Shopify Help Center · help.shopify.com
  2. Shopify Help Center · help.shopify.com
  3. URL builders: Collect campaign data with custom URLs · support.google.com
  4. Campaign URL Builder · ga-dev-tools.google

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Analytics 4 campaign URL builder UTM parameters documentation ecommerce purchase attribution influencer tracking official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Google Analytics 4 campaign URL builder UTM parameters documentation manual campaign attribution ecommerce purchase event
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Shopify marketing attribution UTM tracking discount codes orders documentation influencer campaigns CPA
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1