Real ChatGPT answer · index seedL2tOd5FG0pocompleteRetail and ecommerce · subscription boxescomparison

Can you evaluate Allure Beauty Box versus LookFantastic for potential cross promotional opportunities with my organic makeup line

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you evaluate Allure Beauty Box versus LookFantastic for potential cross promotional opportunities with my organic makeup line
4 real searches · 1 real-search pass
Allure Beauty Box brand partnerships product submission advertising partnership official 2026Google ↗
OBSERVEDOther / navigational
LookFantastic brand partnerships sell with us marketplace brand onboarding official 2026Google ↗
OBSERVEDOther / navigational
Allure Beauty Box subscribers audience demographics monthly box editorial curation 2026Google ↗
OBSERVEDOther / navigational
LookFantastic audience countries beauty retailer brands sustainability clean beauty 2026Google ↗
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 (4)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Allure Beauty Box brand partnerships product submission advertising partnership official 2026 Google ↗
LookFantastic brand partnerships sell with us marketplace brand onboarding official 2026 Google ↗
Allure Beauty Box subscribers audience demographics monthly box editorial curation 2026 Google ↗
LookFantastic audience countries beauty retailer brands sustainability clean beauty 2026 Google ↗
  1. About Us · allurebeautybox.com
  2. Contact Us · allurebeautybox.com
  3. About Us · lookfantastic.com
  4. THG Beauty Media · thg.com
  5. Review Process & Methodology · allure.com
  6. THG Beauty · thg.com
  7. Awin · ui.awin.com
  8. New targeted sampling for brands on LOOKFANTASTIC, Cult Beauty and Dermstore · sampltech.com

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Allure Beauty Box brand partnerships product submission advertising partnership official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
LookFantastic brand partnerships sell with us marketplace brand onboarding official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Allure Beauty Box subscribers audience demographics monthly box editorial curation 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
LookFantastic audience countries beauty retailer brands sustainability clean beauty 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1