I am a recent grad trying to decide whether to use Upwork or build my own website for freelance consulting. Which platform has better ROI for beginners right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am a recent grad trying to decide whether to use Upwork or build my own website for freelance consulting. Which platform has better ROI for beginners right now?
3 real searches · 1 real-search pass
Upwork 2026 freelancer fee changes connects pricing latestGoogle ↗
OBSERVEDReason
Upwork freelancer fees 2026 connects pricing freelancer service fee officialGoogle ↗
OBSERVEDComparison
beginner freelance consultant own website client acquisition costs SEO conversion 2026Google ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Upwork 2026 freelancer fee changes connects pricing latest Google ↗
Upwork freelancer fees 2026 connects pricing freelancer service fee official Google ↗
beginner freelance consultant own website client acquisition costs SEO conversion 2026 Google ↗
- Upwork Pricing: Plans and Fees for Freelancers · upwork.com
- Understanding and using Connects – Upwork Customer Service & Support · support.upwork.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Upwork 2026 freelancer fee changes connects pricing latest OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Upwork freelancer fees 2026 connects pricing freelancer service fee official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
beginner freelance consultant own website client acquisition costs SEO conversion 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |