Real ChatGPT answer · index seedL8LCikxEMUAcompleteB2B software · data and analytics platformscomparison

Compare Looker Studio and full Looker for embedding analytics into a B2B SaaS product built by a small engineering team

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare Looker Studio and full Looker for embedding analytics into a B2B SaaS product built by a small engineering team
3 real searches · 1 real-search pass
Google Looker Studio embedded reports documentation authentication row level security embedding officialGoogle ↗
OBSERVEDOther / navigational
Looker embedded analytics documentation signed embedding embed SDK access filters multi tenancy officialGoogle ↗
OBSERVEDInstruction
Looker pricing platform embedded analytics licensing official Google Cloud 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 (3)
Short factOther / navigational67%ComparisonConsequenceReasonDefinitionInstruction33%Yes / 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
Google Looker Studio embedded reports documentation authentication row level security embedding official Google ↗
Looker embedded analytics documentation signed embedding embed SDK access filters multi tenancy official Google ↗
Looker pricing platform embedded analytics licensing official Google Cloud 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Looker Studio embedded reports documentation authentication row level security embedding official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Looker embedded analytics documentation signed embedding embed SDK access filters multi tenancy official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Looker pricing platform embedded analytics licensing official Google Cloud 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1