Compare the total project cost of luxury vinyl plank versus engineered hardwood for a basement remodel in a typical Pittsburgh split level home.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the total project cost of luxury vinyl plank versus engineered hardwood for a basement remodel in a typical Pittsburgh split level home.
2 real searches · 1 real-search pass
2026 Pittsburgh installed luxury vinyl plank flooring cost per square foot engineered hardwood installation cost basement concrete slabGoogle ↗
OBSERVEDComparison
2026 basement flooring moisture mitigation cost concrete slab luxury vinyl plank engineered hardwood installation costGoogle ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 Pittsburgh installed luxury vinyl plank flooring cost per square foot engineered hardwood installation cost basement concrete slab Google ↗
2026 basement flooring moisture mitigation cost concrete slab luxury vinyl plank engineered hardwood installation cost Google ↗
- Flooring in Pittsburgh, PA: Costs, Materials and Old Houses · pafloors.com
- Flooring Costs in Pennsylvania: Installed Prices by Material · pafloors.com
- Flooring Installation Cost PA 2026: Prices by Material · vmpowerconstruction.com
- Basement Flooring Installation Pittsburgh, PA · pittsburghbasementremodel.com
- Cost Analysis: Best Flooring Options for a Basement in 2026 · buildmatinsight.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Pittsburgh installed luxury vinyl plank flooring cost per square foot engineered hardwood installation cost basement concrete slab OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 basement flooring moisture mitigation cost concrete slab luxury vinyl plank engineered hardwood installation cost OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |