What should a small business owner budget for a complete smart heating and lighting overhaul using commercial-grade products before winter hits?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What should a small business owner budget for a complete smart heating and lighting overhaul using commercial-grade products before winter hits?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
2026 commercial LED lighting retrofit cost per square foot installed small business smart lighting controls cost Google ↗
commercial HVAC smart thermostat building automation controls installation cost small business 2026 Google ↗
- Smarter Small Buildings Campaign · smartersmallbuildings.lbl.gov
- Commercial LED Lighting Retrofit Cost (2026) · hireelectrical.com
- LED Lighting and Controls Guidance for Federal Buildings · integratedlightingcampaign.energy.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 commercial LED lighting retrofit cost per square foot installed small business smart lighting controls cost OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
commercial HVAC smart thermostat building automation controls installation cost small business 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |