Can you recommend the most cost-effective smart home upgrades that consistently give the highest return on investment when selling a starter home right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you recommend the most cost-effective smart home upgrades that consistently give the highest return on investment when selling a starter home right now?
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). 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 2025 smart home features homebuyers want survey smart thermostat smart locks video doorbell resale value ROI starter home Google ↗
2025 2026 Cost vs Value report remodeling projects resale ROI minor upgrades home improvement Google ↗
- Prospective Buyers: Results from the Zillow Consumer Housing Trends Report 2025 · zillow.com
- Buyers: Results from the Consumer Housing Trends Report 2026 · zillow.com
- Smart Home Upgrades That Increase Home Value · cedia.org
- 2025 US Houzz and Home Study_Final · st.hzcdn.com
- ‘Should I Remodel My Home Before I Sell?’ · nar.realtor
- CVV Projects · jlconline.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 2025 smart home features homebuyers want survey smart thermostat smart locks video doorbell resale value ROI starter home OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2025 2026 Cost vs Value report remodeling projects resale ROI minor upgrades home improvement OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |