Real ChatGPT answer · index seedjFqnFWdZRt8completeRetail and ecommerce · subscription boxesinformational
How can I make my YouTube unboxing video stand out in the algorithm when reviewing crowded niches like fashion and makeup subscription boxes?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I make my YouTube unboxing video stand out in the algorithm when reviewing crowded niches like fashion and makeup subscription boxes?
2 real searches · 1 real-search pass
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)
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 official creator guidance recommendations audience retention click-through rate thumbnails titles viewer satisfaction Google ↗
YouTube Creator Academy audience retention hooks storytelling Shorts thumbnails A/B testing official Google ↗
- Understand your content performance for YouTube’s recommendation system · support.google.com
- Measure key moments for audience retention - Computer · support.google.com
- YouTube performance FAQ & Troubleshooting · support.google.com
- Thumbnail & title tips · support.google.com
- 4 metrics to help you grow your YouTube channel · blog.youtube
- recommendation system guidance · support.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
YouTube official creator guidance recommendations audience retention click-through rate thumbnails titles viewer satisfaction OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
YouTube Creator Academy audience retention hooks storytelling Shorts thumbnails A/B testing official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |