Real ChatGPT answer · index seedr5NU2KGABVscompleteRetail and ecommerce · returns and shipping policiesinformational
What are my options if a Lululemon final sale purchase does not match the online size chart and I cannot afford to lose the money?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are my options if a Lululemon final sale purchase does not match the online size chart and I cannot afford to lose the money?
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
lululemon official return policy final sale defective item inaccurate product description size chart exception 2026 Google ↗
Lululemon size chart disclaimer product measurements fit body measurements official Google ↗
- Returns and Refunds | Help Centre · shop.lululemon.com
- Return Policy | Help Centre · shop.lululemon.com
- official customer service and returns page · shop.lululemon.com
- Virginia Attorney General's Consumer Protection Section · oag.state.va.us
- ReportFraud.ftc.gov · reportfraud.ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
lululemon official return policy final sale defective item inaccurate product description size chart exception 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Lululemon size chart disclaimer product measurements fit body measurements official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |