Real ChatGPT answer · index seedorFd4yhaWuIcompleteBeauty and personal care · hair carebrand

What are the cheaper alternatives to Kérastase hair products that actually work on coarse, frizzy, 4c natural hair?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the cheaper alternatives to Kérastase hair products that actually work on coarse, frizzy, 4c natural hair?
1 real search · 1 real-search pass
best affordable products for coarse 4C natural hair moisture frizz deep conditioner leave in 2026Google ↗
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 affordable products for coarse 4C natural hair moisture frizz deep conditioner leave in 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best affordable products for coarse 4C natural hair moisture frizz deep conditioner leave in 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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