Is Firsthand formerly known as Vault actually helpful for getting insider advice on investment banking firms, or is it a waste of time?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Firsthand formerly known as Vault actually helpful for getting insider advice on investment banking firms, or is it a waste of time?
1 real search · 1 real-search pass
Firsthand formerly Vault investment banking reviews insider advice firm profiles user value career researchGoogle ↗
OBSERVEDReason
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
Firsthand formerly Vault investment banking reviews insider advice firm profiles user value career research Google ↗
- Best Banking Firms to Work For · legacy.vault.com
- Best Banking Firms to Work For · vault.com