Comparison

Userlytics vs TagCash

Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.

Head to head
About

Userlytics

Share your opinions on digital products and get paid. Test new apps, websites, and digital experiences to help brands improve their offerings. Track your earnings and access support directly within the app.

Highlights
  • Earn money for completed studies
  • Discover available surveys and interviews
  • Schedule and join live testing sessions
  • Automatic device setup checks
  • Track earnings and payouts
  • Direct help desk access
Features
Read full description

Turn Your Feedback Into Cash with Userlytics! Userlytics gives you a voice in shaping the future of mobile apps, websites, and digital experiences. As a registered panelist or invited guest, you can test new designs, share your thoughts out loud, and get paid for helping top global brands build better products. Why test with Userlytics? • Transparent Rewards: Earn money for every study completed. Track your total balance, view pending payouts, and check your complete earnings history directly in your personalized Financial Dashboard. • Instant Test Discovery: Find available surveys, self-guided usability sessions, and 1-on-1 moderated live interviews right on your Home screen. • Never Miss a Paid Session: Instant access and clear schedules for Booked Live Conversations, ensuring you join on time and get paid. • Frictionless Testing Setup: Fast, 3-step automatic device checks for internet connection, camera preview, microphone levels, and screen recording permissions. • Seamless Account Autonomy: Log in securely with your credentials, update your profile, or reset your password directly within the app. • Direct Support: Get one-tap access to our Help Desk whenever you need technical assistance. How it works: 1. Log in or enter a study code: Access your panel account or join as an invited guest using an 8-digit study code. 2. Complete the device setup: Verify your camera, mic, and internet connection in seconds. 3. Take the test: Share your honest opinion out loud while completing simple tasks. 4. Get paid: Track your reward status in the Rewards tab as soon as your study upload completes! Note for Guests: Have an 8-digit invitation code? Select "Enter invitation code" on the welcome screen to jump straight into your assigned study without creating an account. Download the newly redesigned Userlytics app today and start earning rewards for your opinion!

About

TagCash

Contribute to AI research by labeling images with bounding boxes. Earn points for approved annotations, which can be securely withdrawn to your PayPal account after reaching the payout threshold.

Highlights
  • Image annotation with bounding boxes
  • Contribute to AI research
  • Quality review of annotations
  • Earn points for approved work
  • Secure PayPal withdrawals
  • Payout threshold system
Features
Read full description

TagCash is a professional annotation platform where you can contribute to AI research by labeling images with bounding boxes and judging model outputs. Your annotations and judgements are reviewed for quality, and approved work is rewarded with points. Points can be withdrawn securely to your PayPal or crypto account once you reach the payout threshold.

Screenshots

Userlytics4 screens
TagCash4 screens

Verdict

The call

The clearest difference is rating: Userlytics at 4.7 against TagCash's 3.0. Userlytics also leads on ratings volume (3K vs 1) and review sentiment (55% vs 33%). TagCash's advantage is iOS requirement (16.4 vs 18.6). On price, update cadence, ads and in-app purchases there is nothing between them.

Scored on Price · Rating · Positive reviews · Number of ratings · Update frequency · Ads · In-app purchases · Monetization · Best chart rank · Devices · Requires iOS

CostPrice · In-app purchases · Ads · Monetization

Both are free to download. Neither carries in-app purchases, so what you see is what you pay.

ReceptionRating · Positive reviews · Number of ratings

Userlytics holds the better App Store score, 4.7 against 3.0. That said, the two scores are not equally well evidenced: Userlytics has 3K ratings behind it against 1, so its average is the more settled of the two. Written reviews point the same way: 55% of Userlytics's written reviews are positive against 33% of TagCash's.

UpkeepUpdate frequency

Userlytics ships an update monthly, TagCash every 2 months. The most recent releases landed on October 29, 2026 and October 28, 2026 respectively.

Scorecard4 real differences · 6 level
Userlytics versus TagCash: the parameters behind the verdict, then further details
ParameterUserlyticsTagCash
PriceFreeFree
Rating4.7 (3K ratings) — better3.0 (1 ratings)
Positive reviews55.2% of reviews — better33.3% of reviews
Number of ratings3K — better1
Update frequencyMonthly — betterEvery 2 months
AdsNoNo
In-app purchasesNoNo
MonetizationFreeFree
DevicesiPhone, iPadiPhone, iPad
Requires iOS18.616.4 — better
Further details — not scored
Size76 MB87 MB
Age rating17+4+
DeveloperUserlytics CorporationHeadstart AI LTD

Customer experience

Userlytics

All ratings3,026 ratings
Positive92.2%
Neutral3.4%
Negative4.4%
Written reviews125 reviews
Positive55.2%
Neutral4.0%
Negative40.8%

TagCash

All ratings1 ratings
Positive0.0%
Neutral100.0%
Negative0.0%
Written reviews3 reviews
Positive33.3%
Neutral66.7%
Negative0.0%

Bugs and requests

Userlytics

Reported bugs

4 issues
  • App crashes on launch
  • Prototype crashes during tests
  • Inability to sign up or log in
  • Constant disconnection from VPN

Requested features

4 requests
  • Improved audio test support
  • Ability to view and resubmit failed tests
  • Better notification system for available tests
  • More consistent test availability

TagCash

Not enough reviews yet to summarise bugs or requests.

In-app purchases

None

Userlytics

No in-app purchases

None

TagCash

No in-app purchases

Questions

Is Userlytics free?
Userlytics is free to download, with no in-app purchases.
Is TagCash free?
TagCash is free to download, with no in-app purchases.
Which has better reviews, Userlytics or TagCash?
Userlytics is rated higher. Userlytics averages 4.7 out of 5 from 3K ratings, while TagCash averages 3.0 from 1 ratings.
Do Userlytics or TagCash have ads?
Neither Userlytics nor TagCash shows ads.
Which is updated more often, Userlytics or TagCash?
Userlytics ships an update monthly, and TagCash every 2 months. Most recently, Userlytics was updated on October 29, 2026 and TagCash on October 28, 2026.

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