Real ChatGPT answer · index seedWwytEOj06SAcompleteRetail and ecommerce · luxury goodsinformational

Why do Christian Louboutin shoes have those famous red soles and do they wear off quickly if I walk outside on concrete sidewalks.

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why do Christian Louboutin shoes have those famous red soles and do they wear off quickly if I walk outside on concrete sidewalks.
2 real searches · 1 real-search pass
Christian Louboutin red sole history 1993 nail polish assistant officialGoogle ↗
OBSERVEDOther / navigational
Christian Louboutin red sole wear off concrete sidewalks sole protection cobbler adviceGoogle ↗
OBSERVEDConsequence

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 / navigational50%ComparisonConsequence50%ReasonDefinitionInstructionYes / 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
Christian Louboutin red sole history 1993 nail polish assistant official Google ↗
Christian Louboutin red sole wear off concrete sidewalks sole protection cobbler advice Google ↗
  1. Repair · us.christianlouboutin.com
  2. Care & Repair - FAQ · us.christianlouboutin.com
  3. Product care · apac.christianlouboutin.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Christian Louboutin red sole history 1993 nail polish assistant official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Christian Louboutin red sole wear off concrete sidewalks sole protection cobbler advice
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1