Real ChatGPT answer · index seedE2wxFyFpTwccompleteB2B software · AI and automation toolsinformational

Is it cheaper to build custom AI scripts using the OpenAI API or subscribe to an all in one automation platform like Make?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it cheaper to build custom AI scripts using the OpenAI API or subscribe to an all in one automation platform like Make?
2 real searches · 1 real-search pass
OpenAI API pricing official input output tokens 2026Google ↗
OBSERVEDConsequence
Make.com pricing plans credits operations 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 / navigational50%ComparisonConsequence50%ReasonDefinitionInstructionYes / 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
OpenAI API pricing official input output tokens 2026 Google ↗
Make.com pricing plans credits operations official 2026 Google ↗
  1. Pricing & Subscription Packages · make.com
  2. Credits · help.make.com
  3. Pricing · developers.openai.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI API pricing official input output tokens 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Make.com pricing plans credits operations official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1