Real ChatGPT answer · index seedBlzYU7sXfz4completeB2B software · AI and automation toolsinformational

Is it actually cheaper to replace our legacy RPA bots with modern AI workflow agents given our tight monthly software budget

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it actually cheaper to replace our legacy RPA bots with modern AI workflow agents given our tight monthly software budget
2 real searches · 1 real-search pass
2026 RPA software pricing unattended bot license cost AI agent workflow automation pricing total cost comparisonGoogle ↗
OBSERVEDComparison
RPA vs AI agents total cost of ownership automation maintenance exception handling pricingGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
2026 RPA software pricing unattended bot license cost AI agent workflow automation pricing total cost comparison Google ↗
RPA vs AI agents total cost of ownership automation maintenance exception handling pricing Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 RPA software pricing unattended bot license cost AI agent workflow automation pricing total cost comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
RPA vs AI agents total cost of ownership automation maintenance exception handling pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1