Real ChatGPT answer · index seedQazsTG9C314completeHome services and improvement · cleaning servicescommercial

Is it cheaper to hire a weekly maid service or an independent cleaner for a small townhouse in Pittsburgh nowadays?

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it cheaper to hire a weekly maid service or an independent cleaner for a small townhouse in Pittsburgh nowadays?
4 real searches · 1 real-search pass
Pittsburgh PA house cleaning cost 2026 weekly cleaning independent cleaner hourly rates maid serviceGoogle ↗
OBSERVEDComparison
house cleaning servicesGoogle ↗
OBSERVEDComparison
independent house cleanersGoogle ↗
OBSERVEDOther / navigational
weekly maid serviceGoogle ↗
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 (4)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
Pittsburgh PA house cleaning cost 2026 weekly cleaning independent cleaner hourly rates maid service Google ↗
house cleaning services Google ↗
independent house cleaners Google ↗
weekly maid service Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pittsburgh PA house cleaning cost 2026 weekly cleaning independent cleaner hourly rates maid service
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
house cleaning services
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
independent house cleaners
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
weekly maid service
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1