Real ChatGPT answer · index seed1MXgjEW2vLYcompleteHome services and improvement · cleaning servicescommercial
What percentage do people usually tip independent house cleaning professionals versus agency employed cleaners during the holidays
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What percentage do people usually tip independent house cleaning professionals versus agency employed cleaners during the holidays
1 real search · 1 real-search pass
holiday tipping etiquette house cleaners independent cleaner agency employed cleaner percentage tip customaryGoogle ↗
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)
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
holiday tipping etiquette house cleaners independent cleaner agency employed cleaner percentage tip customary Google ↗
- How Much to Tip a House Cleaner: A Complete Guide · care.com
- Do You Tip House Cleaners? A Guide to Tipping Etiquette · thumbtack.com
- Do You Tip House Cleaners? · angi.com
- Holiday Tipping Survey 2025 · bankrate.com
- CR's Holiday Tipping Cheat Sheet · consumerreports.org