Real ChatGPT answer · index seed4gvlluu2TSUcompleteMarketing and advertising · influencer marketingcommercial

Can you suggest the best attribution models for measuring ROI on podcast ad placements when promoting a new household subscription box service?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you suggest the best attribution models for measuring ROI on podcast ad placements when promoting a new household subscription box service?
2 real searches · 1 real-search pass
podcast advertising attribution measurement promo codes vanity URLs incrementality brand lift subscription businessGoogle ↗
OBSERVEDOther / navigational
marketing mix modeling podcast advertising incrementality geo lift holdout experiments best practicesGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / 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
podcast advertising attribution measurement promo codes vanity URLs incrementality brand lift subscription business Google ↗
marketing mix modeling podcast advertising incrementality geo lift holdout experiments best practices Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
podcast advertising attribution measurement promo codes vanity URLs incrementality brand lift subscription business
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
marketing mix modeling podcast advertising incrementality geo lift holdout experiments best practices
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1