Compare the whole house water softener options typically offered in Toll Brothers structural design centers versus aftermarket installs from local plumbing contractors.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the whole house water softener options typically offered in Toll Brothers structural design centers versus aftermarket installs from local plumbing contractors.
4 real searches · 1 real-search pass
Toll Brothers water softener design center structural options water softener rough inGoogle ↗
OBSERVEDComparison
Toll Brothers design center water treatment water softener option new constructionGoogle ↗
OBSERVEDComparison
Washington State water hardness Des Moines WA water quality hardnessGoogle ↗
OBSERVEDReason
water softener installation cost Washington whole house 2026 plumbing contractorGoogle ↗
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
Toll Brothers water softener design center structural options water softener rough in Google ↗
Toll Brothers design center water treatment water softener option new construction Google ↗
Washington State water hardness Des Moines WA water quality hardness Google ↗
water softener installation cost Washington whole house 2026 plumbing contractor Google ↗
- Frequently Asked Questions · tollbrothers.com
- Sustainability Report for Toll Brothers (TOL) · tollbrothers.com
- How Much Does a Water Softener Cost in Seattle, WA? · angi.com
- How Much Does a Water Treatment Installation or Replacement Cost in Seattle, WA? · angi.com
- Is Des Moines, WA Water Hard? 25 PPM Soft · waterhardness.org
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Toll Brothers water softener design center structural options water softener rough in OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Toll Brothers design center water treatment water softener option new construction OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Washington State water hardness Des Moines WA water quality hardness OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
water softener installation cost Washington whole house 2026 plumbing contractor OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |