Real ChatGPT answer · index seedUGMUyzqmJiUcompleteEntertainment and media · booksbrand

What is the average retail markup on bestselling Penguin Random House releases for a small independent bookstore trying to stay competitive against Amazon?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the average retail markup on bestselling Penguin Random House releases for a small independent bookstore trying to stay competitive against Amazon?
2 real searches · 1 real-search pass
independent bookstore publisher wholesale discount trade books typical 40% 2025 Penguin Random House retailer terms bestseller discountGoogle ↗
OBSERVEDComparison
book retail gross margin independent bookstores publisher discount wholesale terms Amazon discount books list priceGoogle ↗
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 / navigationalComparison50%ConsequenceReason50%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
independent bookstore publisher wholesale discount trade books typical 40% 2025 Penguin Random House retailer terms bestseller discount Google ↗
book retail gross margin independent bookstores publisher discount wholesale terms Amazon discount books list price Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
independent bookstore publisher wholesale discount trade books typical 40% 2025 Penguin Random House retailer terms bestseller discount
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
book retail gross margin independent bookstores publisher discount wholesale terms Amazon discount books list price
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1