Real ChatGPT answer · index seedgSDtpkwCmeMcompleteTelecom and utilities · water and gas utilitiescommercial
I need a breakdown of current gas line installation costs per foot so I do not get ripped off by the contractor coming out today
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need a breakdown of current gas line installation costs per foot so I do not get ripped off by the contractor coming out today
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 natural gas line installation cost per foot labor materials residential Wisconsin Google ↗
Appleton Wisconsin residential gas piping permit fee gas line installation inspection requirements 2026 Google ↗
- Wisconsin Gas Line Installation Costs & Prices · gas-piping.promatcher.com
- How Much Does Gas Line Installation Cost? (2026) · homeguide.com
- How Much Do Gas Line Installation or Repairs Cost? [2026 Data] · angi.com
- How Much Does It Cost to Install a Gas Line? [2025 Data] · homeadvisor.com
- City of Appleton Plumbing Permit · applications.appleton.org
- Switching to Natural Gas — Frequently Asked Questions · wisconsinpublicservice.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 natural gas line installation cost per foot labor materials residential Wisconsin OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Appleton Wisconsin residential gas piping permit fee gas line installation inspection requirements 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |