Real ChatGPT answer · index seedUzqhgGvyjLQcompleteRetail and ecommerce · luxury goodscomparison

Are Christian Louboutin red soles actually holding up better now than they did a few years ago or is it still a waste of money if I commute a lot?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are Christian Louboutin red soles actually holding up better now than they did a few years ago or is it still a waste of money if I commute a lot?
2 real searches · 1 real-search pass
Christian Louboutin red sole durability changes newer shoes 2024 2025 sole quality wear reviewsGoogle ↗
OBSERVED
Christian Louboutin red bottoms sole durability commuting walking sole protector reviews newer shoesGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Christian Louboutin red sole durability changes newer shoes 2024 2025 sole quality wear reviews Google ↗
Christian Louboutin red bottoms sole durability commuting walking sole protector reviews newer shoes Google ↗
  1. Repair · us.christianlouboutin.com
  2. Care & Repair - FAQ · us.christianlouboutin.com
  3. Louboutin Shoe Sole Protection · soleheeled.com.au
  4. Louboutin Sole Protectors: How To Prevent Red Sole Scuffing? · evans.com.au

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Christian Louboutin red sole durability changes newer shoes 2024 2025 sole quality wear reviews
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Christian Louboutin red bottoms sole durability commuting walking sole protector reviews newer shoes
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1