Real ChatGPT answer · index seedmyf0PGOVfxIcompleteRetail and ecommerce · luxury goodscommercial

Can you recommend the best sole protectors for Christian Louboutin heels that do not ruin the signature red bottom look when walking on city streets

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you recommend the best sole protectors for Christian Louboutin heels that do not ruin the signature red bottom look when walking on city streets
1 real search · 1 real-search pass
best transparent sole protectors for Christian Louboutin red bottoms clear film durability city pavement cobblestonesGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
best transparent sole protectors for Christian Louboutin red bottoms clear film durability city pavement cobblestones Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best transparent sole protectors for Christian Louboutin red bottoms clear film durability city pavement cobblestones
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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