Real ChatGPT answer · index seedugzWyLg0lWQcompleteBeauty and personal care · hair carecommercial

my son just started growing locs so what are the absolute best starter shampoos and oils we should buy for his hair type

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

The searches the AI actually ran for this prompt.

SEED QUERY
my son just started growing locs so what are the absolute best starter shampoos and oils we should buy for his hair type
1 real search · 1 real-search pass
best starter loc shampoo and lightweight oils for new locs dermatologist advice residue buildupGoogle ↗
OBSERVEDOther / navigational

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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
best starter loc shampoo and lightweight oils for new locs dermatologist advice residue buildup Google ↗
  1. Shop shampoo · drlocs.com
  2. Shop shampoo · dollylocks.com
  3. Shop shampoo · target.com
  4. Shop oil · drlocs.com
  5. Shop oil · ulta.com
  6. Shop oil · cvs.com
  7. LOCED · loced.org
  8. The Only Products You Really Need for Locs—No, Seriously · essence.com
  9. Loc Maintenance 101: 9 Tips & Dos and Don’ts for Healthy Dreadlocks · hims.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best starter loc shampoo and lightweight oils for new locs dermatologist advice residue buildup
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1