Making freelance opportunities easier to evaluate
Helping freelancers decide which opportunities deserve their time and application spend.

Role
UX/UI Design
Project type
Self-initiated product concept
Research
Usability Testing
Deliverable
Interactive Prototype
Project constraints
Self-initiated, no client
→ Grounded the problem in a Tally survey of 30 eligible freelancers, secondary research and competitive analysis.
Prototype, not a live marketplace
→ Focused on one evaluation flow, from the opportunity list to a sent application.
Research limitations: two unmoderated Lyssna rounds with 5 participants each, so findings are observations rather than statistically reliable results. No live business metrics were measured.
The problem
Freelancers aren't just finding opportunities. They're deciding which ones are worth pursuing.
Applying can cost freelancers time, money or application credits, yet the signals that decide whether an opportunity is worth it — fit, client reliability, competition and cost — are scattered across the marketplace.
Why I explored this: I have worked as a freelancer since 2021, where deciding which opportunities and clients are worth pursuing is part of the job. This project explores how the signals behind that decision could come together before someone commits to apply.
Survey · Tally
35 submissions, 30 eligible respondents
I wanted to understand how freelancers evaluate opportunities before deciding whether to apply. 35 survey submissions were collected via Tally; 30 eligible freelance-platform users are included in the core analysis.
01
19 / 30
Good match with my skills
Skills fit was one of the most common criteria when evaluating an opportunity.
02
21 / 30
Client reviews / ratings
Checking a client’s reviews or ratings was one of the most common steps before applying.
03
18 / 30
Project requirements
Reading the project requirements was a common step before applying.
The solution
A decision workspace, not another job board.
Bring the signals that affect the decision together before the freelancer commits.

Decision support
Make fit easier to judge
Freelance platforms already show useful details like rates, reviews and client history. Prospect brings those signals together and shows how well an opportunity fits your preferences before you apply.
Key decisions
Four decisions shaped the evaluation flow
Make fit transparent
Fit with skills was a common criterion in the survey (19 / 30). The flow shows which preferences align and which remain uncertain, not a single score.
Treat trust as evidence
21 / 30 respondents check a client’s reviews or ratings. The flow shows the client’s record, including where the history is thin, not a badge to trust.
Keep the cost visible
Applying can cost time and application credits. Cost sits alongside the opportunity, not behind the Apply button.
Keep the decision open
In Round 1, 2 of 5 participants would not apply and 1 was undecided. Freelancers can inspect, review, apply or move on without an early commitment.
User flow
Opportunity evaluation flow
The user reviews an opportunity, checks how well it fits their preferences, then decides whether to apply. Screens: Opportunities → Opportunity detail → Fit → Decision → Application → Application sent.
Testing → iteration
Task completion rose from 40% to 60%
Testing refined the flow while separating prototype interaction issues from the underlying concept.
Round 1
Usability test · Lyssna · Round 1 · 5 participants
40% (2/5)
Task completion
2 / 5
Decision intent: would apply
3.8 / 5
Comfort working with the client
Round 2
Usability test · Lyssna · Round 2 · 5 participants
60% (3/5)
Task completion
5 / 5
Decision intent: would apply
4.2 / 5
Comfort working with the client
Unmoderated tests in Lyssna, 5 participants per round. Task: evaluate an opportunity and send an application. Average confidence stayed at 4.4 / 5 in both rounds. Small samples, so these are observations rather than statistically reliable results.
Participant feedback
“The overview of matches and alignment on preferences makes it very easy to scan and quickly decide.”
Final experience
Evaluate first. Commit second.

Reflection
What I learned
Decision support is different from opportunity discovery.
Trust works better when evidence is inspectable.
Important costs should be visible before commitment.
Potential business impact
↓ Wasted application spend
↑ Qualified applications
↑ Potential progression to shortlist
A clearer opportunity-evaluation experience may increase the likelihood that suitable freelancers proceed with an application. Potential outcomes based on the concept and prototype; no live business metrics were measured.

