I need to buy a Linux Foundation certification voucher by the end of the week so can you check if any holiday sales or special promo codes are currently running?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to buy a Linux Foundation certification voucher by the end of the week so can you check if any holiday sales or special promo codes are currently running?
1 real search · 1 real-search pass
Linux Foundation certification voucher promo code holiday sale November 2026 discountGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Linux Foundation certification voucher promo code holiday sale November 2026 discount Google ↗
- Open Source Training · training.linuxfoundation.org
- October Prime 2026 - Linux Foundation · training.linuxfoundation.org
- Linux Foundation Newsletter: October 2026 · linuxfoundation.org
- Cyber Week Savings Are Here! · training.linuxfoundation.org
- Promotions FAQ - Linux Foundation · training.linuxfoundation.org