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What are the best budget robot vacuums for hardwood floors that do not lose their suction power or get stuck every ten minutes

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best budget robot vacuums for hardwood floors that do not lose their suction power or get stuck every ten minutes
1 real search · 1 real-search pass
best budget robot vacuums hardwood floors reliable navigation suction maintenance 2026Google ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
best budget robot vacuums hardwood floors reliable navigation suction maintenance 2026 Google ↗
  1. See current price · walmart.com
  2. See current price · us.store.tapo.com
  3. See current price · bestbuy.com
  4. See current price · samsclub.com
  5. The 5 Best Robot Vacuums For Hardwood Floors of 2026 · rtings.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best budget robot vacuums hardwood floors reliable navigation suction maintenance 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1