What are the cheapest cosmetic kitchen upgrades that real estate agents recommend to maximize ROI right before putting a house on the market?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the cheapest cosmetic kitchen upgrades that real estate agents recommend to maximize ROI right before putting a house on the market?
2 real searches · 1 real-search pass
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). 1 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
real estate agents cheapest kitchen upgrades before selling home cabinet hardware lighting paint backsplash ROI recommendations 2026 Google ↗
NAR remodeling impact report kitchen upgrade minor remodel cost recouped resale staging kitchen Google ↗
- 12 Remodeling Projects That Offer the Best Value at Resale · nar.realtor
- 2025 Remodeling Impact Report-NARI · remodelingdoneright.nari.org
- Want a More Joyful (and Valuable) Home? Start With the Kitchen –Realtor.com · nar.realtor
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
real estate agents cheapest kitchen upgrades before selling home cabinet hardware lighting paint backsplash ROI recommendations 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
NAR remodeling impact report kitchen upgrade minor remodel cost recouped resale staging kitchen OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |