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Why are so many growing tech startups moving their complex multi app automation stacks away from Zapier and onto Make

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why are so many growing tech startups moving their complex multi app automation stacks away from Zapier and onto Make
2 real searches · 1 real-search pass
Make vs Zapier complex workflows visual builder branching routers error handling operations pricing official comparisonGoogle ↗
OBSERVEDComparison
Zapier pricing tasks Make operations pricing official plans 2026Google ↗
OBSERVEDInstruction

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 / navigationalComparison50%ConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 1 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
Make vs Zapier complex workflows visual builder branching routers error handling operations pricing official comparison Google ↗
Zapier pricing tasks Make operations pricing official plans 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Make vs Zapier complex workflows visual builder branching routers error handling operations pricing official comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Zapier pricing tasks Make operations pricing official plans 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1