Real ChatGPT answer · index seedBHFx7suco2ocompleteB2B software · AI and automation toolscommercial

We are currently using Zapier for our basic workflows but the costs are scaling too fast for our small business so I need a detailed comparison of migrating to Make instead.

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are currently using Zapier for our basic workflows but the costs are scaling too fast for our small business so I need a detailed comparison of migrating to Make instead.
3 real searches · 1 real-search pass
Zapier pricing plans tasks official 2026 pricingGoogle ↗
OBSERVEDComparison
Make.com pricing plans credits operations official 2026 pricingGoogle ↗
OBSERVEDOther / navigational
Zapier vs Make migration features integrations webhooks error handling official documentationGoogle ↗
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 (3)
Short factOther / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Zapier pricing plans tasks official 2026 pricing Google ↗
Make.com pricing plans credits operations official 2026 pricing Google ↗
Zapier vs Make migration features integrations webhooks error handling official documentation Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Zapier pricing plans tasks official 2026 pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Make.com pricing plans credits operations official 2026 pricing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Zapier vs Make migration features integrations webhooks error handling official documentation
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1