Gig workers lack transparency into how platform pricing is calculated, making earnings unpredictable and eroding trust.

Gig platforms do not provide real-time pricing logic or breakdowns to partners, leaving them in the dark about how earnings are determined.

Severity

3Medium

Willingness to Pay

implied

Added

Apr 28, 2026

App Concept

PriceTransparency Pro

A real-time pricing transparency API and dashboard for gig platforms. It shows partners the exact formula, factors, and adjustments behind each payout, with clear breakdowns and notifications. Builds trust by making pricing logic visible and auditable.

Key Features

Real-time pricing breakdown per gig/trip/order
Customizable dashboards showing factors like demand, distance, time
Push notifications when pricing changes or adjustments are made
Audit log for partners to review historical pricing decisions

Target Users: Gig platforms (e.g., delivery, ride-hailing, freelance marketplaces) that want to increase partner trust and retention

Revenue Model: SaaS licensing fee based on platform size, e.g., $0.01 per active partner per month, or tiered subscriptions starting at $5,000/mo

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