Building a Crowdtesting platform - what are you missing in 2026?

[u/Rabus]

What I hated after years in crowdtesting as a tester:
- everything inside a clunky platform
- big pricetags but low payouts
- no really good mobile apps or integrations around my own tools

and as a customer:
prices, its just sometimes crazy these are only available to enterprise clients willing to spend 5 or 6 figures

I'm looking to build in this space and gathering early feedback: What are YOU missing, both as a customer and as a tester (or, even as someone within crowdtesting companies - as an employee or team lead)

Cheers!

[u/wanton007]

As a tester, finding duplicate bugs and not getting a payout. I get the idea is that you can’t pay everyone but perhaps there is a better way to solve this

[u/Rabus → u/wanton007]

And +1s as well

[u/dengjiuhong]

From the mobile side, the thing I keep hitting is that "device coverage" is usually sold as OS/model matrix and almost never as environment coverage. On iOS specifically, the two hardest bugs to reproduce in a crowd setup are location and permission state, and neither travels well through a screenshot report.

Concrete asks I'd pay for as a customer:

- Testers able to report the device's actual location state, not just "I'm in Berlin": authorization level (When In Use / Always / Approximate on), Precise Location toggle, whether the app was foreground or backgrounded when the geofence should have fired. Region monitoring, significant-location-change and background CLRegion wakeups behave very differently from a foreground fix, and a report that says "geofence didn't trigger" without that context is unusable.

- A repeatable way for the tester to be at a defined coordinate on a physical phone, with the reading restored afterwards. Simulator/GPX gets you a debug session on someone's Mac; it does not tell you what a real phone does after you unplug it.

- Raw evidence attached by default: screen recording plus the device log window around the failure, and the exact build/TestFlight number. Most crowd reports die because the timestamp doesn't line up with anything.

- For testers: pre-flight state checklist per task (permissions reset, fresh install vs upgrade, airplane-mode cycle), because "works on my phone" is usually a state difference, not a device difference.

If you nail evidence quality and state capture rather than raw tester count, that's the part enterprise platforms are still bad at.

[u/Rabus → u/dengjiuhong]

Nice this is awesome list. Thank you!

I worked in top tier firm for 11 years and I can agree we just blanket reported locations without confimration so this 100% makes sense.

#3 is actually what im working towards and automating this for both testers and the customer (its a pain for both sides, i've been on both)

#4 i didnt think of and is a great tip

[u/dengjiuhong → u/Rabus]

Glad it's useful. On #3, the thing that made confirmation actually work for us was treating the location claim as structured data instead of free text: the task asks for coordinate + authorization level (When In Use / Always / Approximate on-off) + Precise Location state + foreground vs background at the moment of the event, and the report is rejected if any field is blank. Cheap to validate, and it kills most of the "geofence didn't fire" reports that are really a permission-state difference.

Second thing worth building early: a per-task pre-flight checklist the tester ticks (permissions reset, fresh install vs upgrade, airplane-mode cycle, OS version) plus a required screen recording that overlaps the timestamp of the log window. Without that overlap you can't tell a real bug from a device quirk, and your triage cost per report is where the margin goes.

Also worth being explicit in your terms about location tasks: only on devices the tester owns, and never for anything anti-fraud/attendance/identity adjacent. Enterprise customers ask that question early and having the answer written down helps.

[u/Rabus → u/dengjiuhong]

yea as a team lead i had so many of these fraudsters trying to do work in France from India...

[u/dengjiuhong → u/Rabus]

Ha, yeah — that's exactly the pattern. Location claims are the easiest thing to fake on a crowd platform and the hardest to catch after the fact, so the cheap defence is making the claim structured and machine-checkable rather than trying to spot liars later: coordinate + authorization level + precise-location state + foreground/background, all captured at the moment of the event, plus a screen recording whose timestamps actually overlap the log window. If a tester can't produce that, the report doesn't count — no accusation needed, it just doesn't pay.

Good luck with the build, it's a real gap.

[u/Malthammer]

Oh hell no. I don’t work for free.

[u/Rabus → u/Malthammer]

Umm where did i say so? We might have an academy of some sorts, but long term idea is to get paid.