What percentage of applicants actually pass the Toptal screening process and what are the main reasons people fail?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What percentage of applicants actually pass the Toptal screening process and what are the main reasons people fail?
1 real search · 1 real-search pass
Toptal screening process acceptance rate less than 3% reasons fail technical communication test projectGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
Toptal screening process acceptance rate less than 3% reasons fail technical communication test project Google ↗
- Why 3%: How Toptal Finds Top Talent · toptal.com
- Frequently Asked Questions · toptal.com
- This 4-Part Process Helps One Firm Vet Top Talent · entrepreneur.com