Real ChatGPT answer · index seedDfMhmwRymjUcompleteHome services and improvement · flooringcommercial

What are the best affordable vacuums for delicate hardwood floors right now based on recent expert reviews and consumer tests

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best affordable vacuums for delicate hardwood floors right now based on recent expert reviews and consumer tests
2 real searches · 1 real-search pass
best affordable vacuums for hardwood floors expert reviews consumer testing 2026 soft brush rollGoogle ↗
OBSERVED
best affordable vacuums for hardwood floors expert reviews consumer testing 2026 soft brush roll hard floorsGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
best affordable vacuums for hardwood floors expert reviews consumer testing 2026 soft brush roll Google ↗
best affordable vacuums for hardwood floors expert reviews consumer testing 2026 soft brush roll hard floors Google ↗
  1. Good Housekeeping testing · goodhousekeeping.com
  2. Shop at Home Depot · homedepot.com
  3. Shop at Walmart · walmart.com
  4. RTINGS testing · rtings.com
  5. Shop at Walmart · walmart.com
  6. Read expert testing · architecturaldigest.com
  7. Good Housekeeping · goodhousekeeping.com
  8. Consumer Reports · consumerreports.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best affordable vacuums for hardwood floors expert reviews consumer testing 2026 soft brush roll
OBSERVED
Google ↗
AI Mode ↗
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of 1
best affordable vacuums for hardwood floors expert reviews consumer testing 2026 soft brush roll hard floors
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1