Real ChatGPT answer · index seedqbBOve0eC08completeBeauty and personal care · hair careinformational

I need a trusted local hair stylist recommendation in Austin Texas who is a certified curl specialist

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

The searches the AI actually ran for this prompt.

SEED QUERY
I need a trusted local hair stylist recommendation in Austin Texas who is a certified curl specialist
1 real search · 1 real-search pass
Austin Texas certified curl specialist hairstylist DevaCurl certified Ouidad certified curl specialist salon reviewsGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
Austin Texas certified curl specialist hairstylist DevaCurl certified Ouidad certified curl specialist salon reviews Google ↗
  1. Website and online booking · rockstarrichiehair.com
  2. Verify DevaCurl certification · devacurl.com
  3. About Richie | Curly Hair Specialist Austin · rockstarrichiehair.com
  4. Website and booking · austincurls.com
  5. Jasmin Todd · austincurls.com
  6. Website and booking · orangesalon.net
  7. Team · orangesalon.net
  8. Website and booking · dualitysalon.com
  9. About · dualitysalon.com
  10. Lyndsey Kincer · devacurl.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Austin Texas certified curl specialist hairstylist DevaCurl certified Ouidad certified curl specialist salon reviews
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1