Real ChatGPT answer · index seedk0wCC7x05hQcompleteHome services and improvement · DIY projectscomparison

What is the difference in shear performance between ring-shank siding nails and collated stainless steel screws when installing cedar tongue and groove siding on an exterior gable?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the difference in shear performance between ring-shank siding nails and collated stainless steel screws when installing cedar tongue and groove siding on an exterior gable?
2 real searches · 1 real-search pass
ring shank siding nail lateral load shear capacity wood connections stainless steel screw lateral design values cedar siding installationGoogle ↗
OBSERVEDInstruction
USDA wood handbook dowel type fasteners lateral load equations screws nails wood connections stainless steelGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason50%DefinitionInstruction50%Yes / no

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
ring shank siding nail lateral load shear capacity wood connections stainless steel screw lateral design values cedar siding installation Google ↗
USDA wood handbook dowel type fasteners lateral load equations screws nails wood connections stainless steel Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ring shank siding nail lateral load shear capacity wood connections stainless steel screw lateral design values cedar siding installation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
USDA wood handbook dowel type fasteners lateral load equations screws nails wood connections stainless steel
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1