What are the acceptance rates for the Toptal talent network this year and how do their recent vetting standards compare to Gun.io for senior UX designers?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the acceptance rates for the Toptal talent network this year and how do their recent vetting standards compare to Gun.io for senior UX designers?
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
Toptal talent network acceptance rate 2026 screening process UX designers Google ↗
Gun.io vetting process senior UX designer screening standards 2026 Google ↗
- Why 3%: How Toptal Finds Top Talent · toptal.com
- Frequently Asked Questions · toptal.com
- FAQ · gun.io
- Inside Gun.io vetting · old-site.gun.io
- 11 Best Freelance UX Designers for Hire in October 2026 · toptal.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Toptal talent network acceptance rate 2026 screening process UX designers OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Gun.io vetting process senior UX designer screening standards 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |