Real ChatGPT answer · index seedJD1eZMcGP04completeHome services and improvement · cleaning servicesbrand

Are there any specific cleaning companies in the Bay Area that offer student discounts for end-of-semester apartment cleaning?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any specific cleaning companies in the Bay Area that offer student discounts for end-of-semester apartment cleaning?
4 real searches · 1 real-search pass
Bay Area cleaning companies student discount student move out cleaning discount 2026Google ↗
OBSERVEDOther / navigational
move-out apartment cleaningGoogle ↗
OBSERVEDComparison
student discount house cleaningGoogle ↗
OBSERVEDOther / navigational
end of lease cleaningGoogle ↗
OBSERVEDConsequence

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 (4)
Short factOther / navigational50%Comparison25%Consequence25%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Bay Area cleaning companies student discount student move out cleaning discount 2026 Google ↗
move-out apartment cleaning Google ↗
student discount house cleaning Google ↗
end of lease cleaning Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Bay Area cleaning companies student discount student move out cleaning discount 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
move-out apartment cleaning
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
student discount house cleaning
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
end of lease cleaning
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1