Real ChatGPT answer · index seedJrioMnPANk0completeRetail and ecommerce · subscription boxesinformational

What are the most popular unboxing video formats on YouTube right now for beauty subscription boxes that are actually getting high viewer engagement this month?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the most popular unboxing video formats on YouTube right now for beauty subscription boxes that are actually getting high viewer engagement this month?
2 real searches · 1 real-search pass
YouTube beauty subscription box unboxing October 2026 high views engagement formats Ipsy Boxycharm GlossyboxGoogle ↗
OBSERVEDOther / navigational
beauty subscription box unboxing YouTube 2026 trending formats views comments likes October 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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
YouTube beauty subscription box unboxing October 2026 high views engagement formats Ipsy Boxycharm Glossybox Google ↗
beauty subscription box unboxing YouTube 2026 trending formats views comments likes October 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
YouTube beauty subscription box unboxing October 2026 high views engagement formats Ipsy Boxycharm Glossybox
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
beauty subscription box unboxing YouTube 2026 trending formats views comments likes October 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1