Can you help me find a local contractor in Medford who specializes in energy efficiency upgrades for student rentals?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you help me find a local contractor in Medford who specializes in energy efficiency upgrades for student rentals?
1 real search · 1 real-search pass
Medford MA energy efficiency contractors rental properties student housing weatherization insulation HVAC Mass SaveGoogle ↗
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)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Medford MA energy efficiency contractors rental properties student housing weatherization insulation HVAC Mass Save Google ↗
- Company website · homeworksenergy.com
- Landlords & tenants · greenenergyconsumers.org
- Renters · masssave.com
- Designated Equity Communities | Income Based Offers · masssave.com
- Mass Save official website · masssave.com