Compare Upwork and Toptal for finding a fractional HR director who understands tech industry hiring trends.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare Upwork and Toptal for finding a fractional HR director who understands tech industry hiring trends.
4 real searches · 1 real-search pass
Upwork hire fractional HR consultant HR director talent marketplace fees client officialGoogle ↗
OBSERVEDOther / navigational
Toptal hire HR consultants human resources talent matching screening officialGoogle ↗
OBSERVEDComparison
Upwork HR consultant hourly rates human resources consultant officialGoogle ↗
OBSERVEDReason
Toptal HR talent network human resources consultant fractional HR directorGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Upwork hire fractional HR consultant HR director talent marketplace fees client official Google ↗
Toptal hire HR consultants human resources talent matching screening official Google ↗
Upwork HR consultant hourly rates human resources consultant official Google ↗
Toptal HR talent network human resources consultant fractional HR director Google ↗
- Browse HR consultants · upwork.com
- Best HR Consultants in the United States (Oct 2026) · upwork.com
- Browse Toptal HR consultants · toptal.com
- Frequently Asked Questions · toptal.com
- HR Consultant Hourly Rates | Cost to Hire HR Consultant · upwork.com
- Upwork vs. Toptal: An In-Depth Comparison · upwork.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Upwork hire fractional HR consultant HR director talent marketplace fees client official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Toptal hire HR consultants human resources talent matching screening official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Upwork HR consultant hourly rates human resources consultant official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Toptal HR talent network human resources consultant fractional HR director OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |