Can I schedule an in-home estimate for smart kitchen lighting installation with a local Austin contractor?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can I schedule an in-home estimate for smart kitchen lighting installation with a local Austin contractor?
4 real searches · 1 real-search pass
Austin TX smart kitchen lighting installation contractor in-home estimate electricians smart home lightingGoogle ↗
OBSERVEDComparison
smart home lighting installationGoogle ↗
OBSERVEDComparison
electricians under-cabinet kitchen lighting installationGoogle ↗
OBSERVEDComparison
residential lighting contractorsGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Austin TX smart kitchen lighting installation contractor in-home estimate electricians smart home lighting Google ↗
smart home lighting installation Google ↗
electricians under-cabinet kitchen lighting installation Google ↗
residential lighting contractors Google ↗
- Request an estimate · eskewelectric.com
- Request service · magnifyelectric.com
- Contact for an estimate · mikcorelectric.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Austin TX smart kitchen lighting installation contractor in-home estimate electricians smart home lighting OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
smart home lighting installation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
electricians under-cabinet kitchen lighting installation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
residential lighting contractors OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |