Real ChatGPT answer · index seedQz37tT4HqrocompleteReal estate · new constructionlocal

How much extra does it cost to add recessed lighting during pre drywall construction with Toll Brothers versus a local contractor in Dallas

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much extra does it cost to add recessed lighting during pre drywall construction with Toll Brothers versus a local contractor in Dallas
2 real searches · 1 real-search pass
Dallas TX recessed lighting installation cost per light new construction electrician 2026Google ↗
OBSERVED
Toll Brothers recessed lighting upgrade pricing per light options new constructionGoogle ↗
OBSERVED

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
Dallas TX recessed lighting installation cost per light new construction electrician 2026 Google ↗
Toll Brothers recessed lighting upgrade pricing per light options new construction Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Dallas TX recessed lighting installation cost per light new construction electrician 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Toll Brothers recessed lighting upgrade pricing per light options new construction
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1