Real ChatGPT answer · index seed9aNu8l790W4completeHome services and improvement · cleaning servicescomparison

Is hiring local house cleaners through word of mouth usually more reliable than reading online reviews on home service apps

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is hiring local house cleaners through word of mouth usually more reliable than reading online reviews on home service apps
1 real search · 1 real-search pass
whether personal referrals or online reviews are more reliable when hiring house cleaners consumer advice background checks insuranceGoogle ↗
OBSERVEDReason

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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
whether personal referrals or online reviews are more reliable when hiring house cleaners consumer advice background checks insurance Google ↗
  1. How to Hire an Individual Housecleaner · checkbook.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
whether personal referrals or online reviews are more reliable when hiring house cleaners consumer advice background checks insurance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1