Real ChatGPT answer · index seedZF6Cx5ArBHUcompleteHome services and improvement · contractors and remodelinginformational
How do online contractor marketing platforms aggregate local labor rates to produce their regional remodeling price breakdowns
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do online contractor marketing platforms aggregate local labor rates to produce their regional remodeling price breakdowns
3 real searches · 1 real-search pass
how online home improvement cost estimator platforms calculate regional remodeling costs labor rates methodology contractor quotes data sources Angi HomewyseGoogle ↗
OBSERVEDInstruction
BLS OEWS metropolitan area wage data construction occupations methodology regional wagesGoogle ↗
OBSERVEDReason
RSMeans city cost indexes construction labor material equipment location factor methodologyGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
how online home improvement cost estimator platforms calculate regional remodeling costs labor rates methodology contractor quotes data sources Angi Homewyse Google ↗
BLS OEWS metropolitan area wage data construction occupations methodology regional wages Google ↗
RSMeans city cost indexes construction labor material equipment location factor methodology Google ↗
- How We Get Our Cost Data · angi.com
- Homewyse FAQ - Where does Homewyse get its cost data? · homewyse.com
- RSMeans City Cost Index · rsmeans.com
- Quick Start Guide for RSMeans Data Online · rsmeans.com
- Homewyse FAQ · homewyse.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how online home improvement cost estimator platforms calculate regional remodeling costs labor rates methodology contractor quotes data sources Angi Homewyse OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
BLS OEWS metropolitan area wage data construction occupations methodology regional wages OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
RSMeans city cost indexes construction labor material equipment location factor methodology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |