Real ChatGPT answer · index seedyde5RiNZTuQcompleteRetail and ecommerce · online marketplacescommercial

How do Google Shopping ad costs affect the final retail price of budget smart home devices compared to buying them straight from the manufacturer website.

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do Google Shopping ad costs affect the final retail price of budget smart home devices compared to buying them straight from the manufacturer website.
2 real searches · 1 real-search pass
Google Shopping ads cost per click merchant pays auction CPC pricing Google Ads helpGoogle ↗
OBSERVED
manufacturer direct-to-consumer pricing retail margins advertising costs pass through consumer prices studyGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Google Shopping ads cost per click merchant pays auction CPC pricing Google Ads help Google ↗
manufacturer direct-to-consumer pricing retail margins advertising costs pass through consumer prices study Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Shopping ads cost per click merchant pays auction CPC pricing Google Ads help
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
manufacturer direct-to-consumer pricing retail margins advertising costs pass through consumer prices study
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1