What percentage of subscribers typically cancel toy subscription boxes after the holiday season, and how can my shop prevent that?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What percentage of subscribers typically cancel toy subscription boxes after the holiday season, and how can my shop prevent that?
3 real searches · 1 real-search pass
toy subscription box churn cancellation rate after holidays January subscription box industry benchmarkGoogle ↗
OBSERVEDReason
subscription box churn rate benchmark monthly cancellation rate holiday season January cancellations ecommerceGoogle ↗
OBSERVEDReason
subscription commerce post holiday churn January subscription cancellations retention strategiesGoogle ↗
OBSERVEDConsequence
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
toy subscription box churn cancellation rate after holidays January subscription box industry benchmark Google ↗
subscription box churn rate benchmark monthly cancellation rate holiday season January cancellations ecommerce Google ↗
subscription commerce post holiday churn January subscription cancellations retention strategies Google ↗
- Subscription Box Churn Rate Benchmarks 2026 · mageloyalty.com
- Tony Chen, Ken Fenyo, · f.hubspotusercontent20.net
- Churn rate benchmarks: SaaS, media, retail & more industries · recurly.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
toy subscription box churn cancellation rate after holidays January subscription box industry benchmark OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
subscription box churn rate benchmark monthly cancellation rate holiday season January cancellations ecommerce OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
subscription commerce post holiday churn January subscription cancellations retention strategies OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |