Real ChatGPT answer · index seedxMNsoI5IILUcompleteEntertainment and media · bookscomparison

Compare the cost of IngramSpark versus Amazon KDP for a brand new author trying to publish a poetry book with zero upfront marketing budget.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the cost of IngramSpark versus Amazon KDP for a brand new author trying to publish a poetry book with zero upfront marketing budget.
2 real searches · 1 real-search pass
IngramSpark publishing costs setup fee revision fee 2026 official pricing print cost compensationGoogle ↗
OBSERVEDReason
Amazon KDP paperback publishing cost printing royalty 2026 official helpGoogle ↗
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 / 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
IngramSpark publishing costs setup fee revision fee 2026 official pricing print cost compensation Google ↗
Amazon KDP paperback publishing cost printing royalty 2026 official help Google ↗
  1. IngramSpark Pricing | What Does It Cost to Self-Publish a Book? · ingramspark.com
  2. Paperback Printing Cost · kdp.amazon.com
  3. Frequently Asked Questions · ingramspark.com
  4. Paperback Royalty · kdp.amazon.com
  5. IngramSpark · myaccount.ingramspark.com
  6. Free ISBNs Available · ingramspark.com
  7. What is an ISBN and Imprint? · kdp.amazon.com
  8. Amazon Author Central · author.amazon.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IngramSpark publishing costs setup fee revision fee 2026 official pricing print cost compensation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Amazon KDP paperback publishing cost printing royalty 2026 official help
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1