Real ChatGPT answer · index seedYEzBA0n1S8ocompleteBeauty and personal care · clean beautylocal

Looking to book a product knowledge training session with an Ilia or Kosas rep for my retail team in our Denver clean beauty boutique.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking to book a product knowledge training session with an Ilia or Kosas rep for my retail team in our Denver clean beauty boutique.
3 real searches · 1 real-search pass
ILIA Beauty wholesale retailer education training sales representative contact officialGoogle ↗
OBSERVEDOther / navigational
Kosas wholesale retailer education training sales representative contact officialGoogle ↗
OBSERVEDOther / navigational
ILIA Beauty retailer account contact education events DenverGoogle ↗
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 (3)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
ILIA Beauty wholesale retailer education training sales representative contact official Google ↗
Kosas wholesale retailer education training sales representative contact official Google ↗
ILIA Beauty retailer account contact education events Denver Google ↗
  1. ILIA Beauty Careers · iliabeauty.recruitee.com
  2. ILIA Beauty Jobs + Careers · builtin.com
  3. ILIA contact information · support.iliabeauty.com
  4. Kosas Contact Us · kosas.com
  5. Frequently Asked Questions · kosas.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ILIA Beauty wholesale retailer education training sales representative contact official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Kosas wholesale retailer education training sales representative contact official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
ILIA Beauty retailer account contact education events Denver
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1