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Are LifeProof luxury vinyl planks really that much harder to click together than Mannington Adura max flooring products?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are LifeProof luxury vinyl planks really that much harder to click together than Mannington Adura max flooring products?
1 real search · 1 real-search pass
LifeProof LVP click lock installation difficulty vs Mannington Adura Max locking system comparison reviewsGoogle ↗
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
LifeProof LVP click lock installation difficulty vs Mannington Adura Max locking system comparison reviews Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LifeProof LVP click lock installation difficulty vs Mannington Adura Max locking system comparison reviews
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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