Real ChatGPT answer · index seedOKnqLPUNjkEcompleteHome services and improvement · plumbingcommercial
Compare the flow rate restrictions and pressure drop of Expansion PEX fittings versus Crimp PEX fittings in a multi bathroom residential setup.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the flow rate restrictions and pressure drop of Expansion PEX fittings versus Crimp PEX fittings in a multi bathroom residential setup.
3 real searches · 1 real-search pass
PEX F1960 expansion versus F1807 crimp fitting inside diameter pressure drop flow restriction technical dataGoogle ↗
OBSERVEDReason
Uponor ProPEX fitting flow rate pressure drop compared to crimp PEX fitting F1807Google ↗
OBSERVEDComparison
PEX fitting equivalent length pressure loss expansion crimp residential plumbing engineeringGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
PEX F1960 expansion versus F1807 crimp fitting inside diameter pressure drop flow restriction technical data Google ↗
Uponor ProPEX fitting flow rate pressure drop compared to crimp PEX fitting F1807 Google ↗
PEX fitting equivalent length pressure loss expansion crimp residential plumbing engineering Google ↗
- PEX Piping Systems Design and Installation Manual · uponor.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
PEX F1960 expansion versus F1807 crimp fitting inside diameter pressure drop flow restriction technical data OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Uponor ProPEX fitting flow rate pressure drop compared to crimp PEX fitting F1807 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
PEX fitting equivalent length pressure loss expansion crimp residential plumbing engineering OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |