Is Toptal worth the steep commission cut for someone trying to keep overhead low while building a freelance design business?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Toptal worth the steep commission cut for someone trying to keep overhead low while building a freelance design business?
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 freelancer commission fee how much designers paid rates client markup 2026 Google ↗
Toptal designer freelancer experience pros cons client acquisition exclusivity fees Google ↗
- Talent Frequently Asked Questions (FAQs) · toptal.com
- Upwork vs. Toptal: An In-Depth Comparison · upwork.com
- What each freelance platform actually takes from you · worklyn.co
- Explore Contra · contra.com
- Explore Upwork · upwork.com
- Explore Behance · behance.net
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Toptal freelancer commission fee how much designers paid rates client markup 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Toptal designer freelancer experience pros cons client acquisition exclusivity fees OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |