Real ChatGPT answer · index seedzI3NWVsgXwYcompleteEntertainment and media · bookscomparison

Can you compare Amazon KDP and IngramSpark for self publishing my memoir since I want to reach older readers who still buy hardcovers?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare Amazon KDP and IngramSpark for self publishing my memoir since I want to reach older readers who still buy hardcovers?
2 real searches · 1 real-search pass
Amazon KDP hardcover publishing official print royalties distribution expanded distribution 2026Google ↗
OBSERVEDOther / navigational
IngramSpark hardcover print on demand distribution bookstores libraries returns discount official 2026Google ↗
OBSERVEDOther / navigational

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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
Amazon KDP hardcover publishing official print royalties distribution expanded distribution 2026 Google ↗
IngramSpark hardcover print on demand distribution bookstores libraries returns discount official 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Amazon KDP hardcover publishing official print royalties distribution expanded distribution 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
IngramSpark hardcover print on demand distribution bookstores libraries returns discount official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1