Real ChatGPT answer · index seedIZvbFE3lFNQcompleteMarketing and advertising · web analyticscomparison

Compare the true total cost of ownership for Tableau versus Looker Studio for a freelance consultant working from home with limited overhead.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the true total cost of ownership for Tableau versus Looker Studio for a freelance consultant working from home with limited overhead.
3 real searches · 1 real-search pass
2026 Tableau pricing Creator Explorer Viewer official pricing Tableau CloudGoogle ↗
OBSERVEDComparison
Google Looker Studio Pro pricing official $9 per user per projectGoogle ↗
OBSERVEDOther / navigational
Looker Studio pricing free connectors partner connectors costs officialGoogle ↗
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). 3 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
2026 Tableau pricing Creator Explorer Viewer official pricing Tableau Cloud Google ↗
Google Looker Studio Pro pricing official $9 per user per project Google ↗
Looker Studio pricing free connectors partner connectors costs official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Tableau pricing Creator Explorer Viewer official pricing Tableau Cloud
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Google Looker Studio Pro pricing official $9 per user per project
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Looker Studio pricing free connectors partner connectors costs official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1