Real ChatGPT answer · index seedxUxrwmaKN2AcompleteRetail and ecommerce · subscription boxescomparison
can you compare the skincare brands in current ipsy bags versus birchbox to see which one fits college skin better
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
can you compare the skincare brands in current ipsy bags versus birchbox to see which one fits college skin better
3 real searches · 1 real-search pass
IPSY October 2026 Glam Bag products skincare brands current bagGoogle ↗
OBSERVEDOther / navigational
Birchbox 2026 beauty box current subscription skincare brands October 2026Google ↗
OBSERVEDOther / navigational
Birchbox beauty box availability 2026 subscription current productsGoogle ↗
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)
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
IPSY October 2026 Glam Bag products skincare brands current bag Google ↗
Birchbox 2026 beauty box current subscription skincare brands October 2026 Google ↗
Birchbox beauty box availability 2026 subscription current products Google ↗
- IPSY Original | 5 Deluxe Beauty Samples for $15/Month + Shipping · ipsy.com
- What is Birchbox Monthly? · help.birchbox.com
- Monthly Box: Curated Beauty & Skincare Box · birchbox.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IPSY October 2026 Glam Bag products skincare brands current bag OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Birchbox 2026 beauty box current subscription skincare brands October 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Birchbox beauty box availability 2026 subscription current products OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |