Real ChatGPT answer · index seedZe2EyYZqmpkcompleteRetail and ecommerce · subscription boxescomparison

Compare the wholesale perks of Birchbox versus Ipsy for a boutique owner looking to curate a custom beauty box

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the wholesale perks of Birchbox versus Ipsy for a boutique owner looking to curate a custom beauty box
3 real searches · 1 real-search pass
Birchbox wholesale retailer wholesale program boutique custom beauty box B2BGoogle ↗
OBSERVED
Ipsy wholesale retailer wholesale program boutique custom beauty box B2BGoogle ↗
OBSERVED
Birchbox business partnerships brand wholesale bulk productsGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Birchbox wholesale retailer wholesale program boutique custom beauty box B2B Google ↗
Ipsy wholesale retailer wholesale program boutique custom beauty box B2B Google ↗
Birchbox business partnerships brand wholesale bulk products Google ↗
  1. Can I customize my box? · help.birchbox.com
  2. Beauty Subscriptions and More · birchbox.com
  3. IPSY Brand Solutions · ipsybrandsolutions.com
  4. Terms of Use (Legal) | IPSY · ipsy.com
  5. How do I customize my box? · help.birchbox.com
  6. IPSY · ipsy.com
  7. About · ipsycorporate.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Birchbox wholesale retailer wholesale program boutique custom beauty box B2B
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Ipsy wholesale retailer wholesale program boutique custom beauty box B2B
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Birchbox business partnerships brand wholesale bulk products
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1