Google Play verdict · build Pain point
5.4K searches/mo-21% ↓cooling

Time tracking app for variable-income workers

Built for Gig workers, service industry employees, and freelancers with variable income who need accurate earnings tracking..

“I do not earn a set hrly wage and this gave the impression I could add my $ in at the end of each log, you cannot, you have to have a set wage per hr, but I can…”

💰 Willingness to pay, in their words

“i paid for a subscription only for it to be a useless app for me.”

The receipts — real demand

“I do not earn a set hrly wage and this gave the impression I could add my $ in at the end of each log, you cannot, you have to have a set wage per hr, but I cannot add tips or anything extra to keep a track of better days on average. i paid for a subscription only for it to be a useless app for me. make the $ adjustable!”
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Full dossier

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Every corroborating quote, the source receipts, and the community echo. One email, no payment.

7.6 / 10 · demand score
Pain 8
Willingness to pay 7
Feasibility 7
Specificity 9
Audience 8
Competition 2

Why this is a gap

Surfaced from a high-intensity complaint with clear willingness to pay and a specific, reachable audience.

The market

Gig and service workers with variable income needing accurate earnings tracking. 5400 monthly searches shows solid, steady demand from a fragmented, underserved worker segment.

Competition & the opening

Open field · 2/10

Toggl, Harvest, and Time Doctor serve traditional hourly workers; Stride Health and Catch target gig income taxes. Competition 2/10 suggests no direct competitor prioritizes the earnings-tracking workflow (hourly rate + tips + variable fees).

What's hard to build

Requires integrating with gig platforms (DoorDash, Uber, TaskRabbit APIs) and payment systems, plus handling complex tax categorization and tip logic. Feasibility 7/10 (harder) reflects integration fragmentation and the need for financial accuracy.

Why now

Gig economy growth (Uber, DoorDash, freelance) creates demand for flexible pay tracking that fixed-rate apps don't serve.

How you'd monetize

$4.99-9.99/mo or freemium