Real ChatGPT answer · index seedLkaCKuG9buocompleteMarketing and advertising · marketing agenciescomparison

im trying to decide if we should switch our boutique creative agency to value pricing instead of billing hourly and i need to know which method is actually better for beginners

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
im trying to decide if we should switch our boutique creative agency to value pricing instead of billing hourly and i need to know which method is actually better for beginners
1 real search · 1 real-search pass
value-based pricing creative agencies hourly billing pros cons beginners project pricing scope management agencyGoogle ↗
OBSERVEDComparison

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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
value-based pricing creative agencies hourly billing pros cons beginners project pricing scope management agency Google ↗
  1. Pricing Methods Defined · prometheanresearch.com
  2. Outlook 2021 · prometheanresearch.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
value-based pricing creative agencies hourly billing pros cons beginners project pricing scope management agency
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1