Real ChatGPT answer · index seedw7aek9GhtlAcompleteReal estate · new constructionbrand

Compare the long term maintenance costs of the copper versus PEX manifold plumbing distribution systems currently installed by Pulte Homes.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the long term maintenance costs of the copper versus PEX manifold plumbing distribution systems currently installed by Pulte Homes.
3 real searches · 1 real-search pass
Pulte Homes plumbing PEX manifold copper plumbing systems specifications warrantyGoogle ↗
OBSERVED
PEX vs copper plumbing long term maintenance costs corrosion leak service life authoritative sourcesGoogle ↗
OBSERVED
PEX plumbing manifold system maintenance fittings warranty manufacturer technical guideGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Pulte Homes plumbing PEX manifold copper plumbing systems specifications warranty Google ↗
PEX vs copper plumbing long term maintenance costs corrosion leak service life authoritative sources Google ↗
PEX plumbing manifold system maintenance fittings warranty manufacturer technical guide Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pulte Homes plumbing PEX manifold copper plumbing systems specifications warranty
OBSERVED
Google ↗
AI Mode ↗
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of 1
PEX vs copper plumbing long term maintenance costs corrosion leak service life authoritative sources
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
PEX plumbing manifold system maintenance fittings warranty manufacturer technical guide
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1