Real ChatGPT answer · index seedvHKTwRTXYjYcompleteRetail and ecommerce · giftsinformational

How do I choose between different brands of cashmere sweaters when shopping online for my sister who lives in a very chilly climate?

ChatGPTgpt-61 query10/30/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I choose between different brands of cashmere sweaters when shopping online for my sister who lives in a very chilly climate?
1 real search · 1 real-search pass
how to evaluate cashmere sweater quality fiber length ply weight knit density care guideGoogle ↗
OBSERVEDInstruction

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 (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
how to evaluate cashmere sweater quality fiber length ply weight knit density care guide Google ↗
  1. Shop Quince · quince.com
  2. Shop NAADAM · naadam.co
  3. Shop Jenni Kayne · jennikayne.com
  4. Shop Johnstons of Elgin · johnstonsofelgin.com
  5. Shop Loro Piana · loropiana.com
  6. View sweater · quince.com
  7. View sweater · naadam.co
  8. View sweater · nordstrom.com
  9. View sweater · nordstrom.com
  10. cashmere purchasing guide · cashmere.org
  11. Cashmere: types, fabrics, care, science and history · hendrickresearch.com
  12. PLY AND GAUGE (GG) · ftc-cashmere.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
how to evaluate cashmere sweater quality fiber length ply weight knit density care guide
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1