Appworthy

AI Product Scanner: Labeless

Find healthy food & cosmetics

Bytes & Pixels GmbH
Download on theApp Store
App Store rating4.7★2.1K ratings
PriceFreeIn-app $7.99–$79.99
Age17+Store age rating
Size152 MBiPhone download
CategoryHealth & Fitness
DeveloperBytes & Pixels GmbH

What we found

Full report

Too little checked to say Store information only. We haven’t analysed this app or read its reviews yet.

Money

  • Free to download · in-app purchases $7.99–$79.99 (7 listed; the App Store shows at most 10). The store doesn’t say how often these bill.
  • If you subscribe through the store, cancel in iPhone Settings → your name → Subscriptions. Deleting the app doesn’t cancel a subscription.

Not yet tested.

The store currently lists version 6.1.2, updated 2026-10-16.

Preview

Screenshot 1Screenshot 2Screenshot 3Screenshot 4Screenshot 5Screenshot 6Screenshot 7Screenshot 8

Store screenshots supplied by the developer.

About this app

Introducing Labeless – your smarter way to decode food & cosmetics!

Say goodbye to confusing labels. With Labeless, you can scan your favorite foods and now cosmetics to get clear, accurate insights about ingredients, additives, and health impact.

With a growing database of 100M+ products and boosted AI scanning, Labeless makes it easy to shop with confidence, no more guessing, no more hidden surprises.…

From the developer’s store description.

For developers and the curious

The full report

The evidence, sources, measurements and versions behind every label above.

Findings and evidence

Not yet tested
Not yet tested. No analysis has been published for this app. A missing label is not a clean bill of health.

What reviewers report

No review coverage

No review analysis published for this app.

Measurements

3 measured · 5 not assessed

“Not assessed” means we could not measure it. It is never a zero and never a pass.

From store data and reviews

Developer replies to reviews
Not assessed
Fewer than 50 reviews scanned — too few to state a rate
Price in the store description
The store description doesn’t list prices (most don’t)
Cancelling, in the store description
The store description doesn’t say how to cancel (most don’t)
Themes reported by reviewers
Not assessed
This app's reviews have not been assessed yet
Five-star share of ratings
80–89% five-star
Arithmetic on the stores' own published rating counts. It says nothing about why the ratings fall where they do.

In the app package we scanned

No package has been scanned for this app, so nothing is published about what it ships. That is an absence of evidence, not a finding.

Sensitive permissions
Not assessed
No package has been scanned for this app
Analytics or tracking SDKs in the scanned package
Not assessed
No package has been scanned for this app
Advertising SDKs in the scanned package
Not assessed
No package has been scanned for this app
How we know

Supporting measurements: not a complete list of possible harms or positives. Measurement vocabulary 1.4 · how these are measured

Versions and dates analysed

Not yet tested

Not yet tested. No analysis has been run for this app, so there is no version or date to report.

Store update history

Each store’s release notes, as the developer wrote them. They are the developer’s words, not ours.

App Store

Version 6.1.2 · 2026-10-16
New on iPhone Duo: unfold it and Labeless uses the whole big screen, with room for two things at once. • Aisle mode: scan on one side, see the verdict on the other. Keep scanning without leaving the camera. • Before & after: compare your skin journal photos, one on each half of the screen. • Stand your Duo on the table for a hands-free selfie. A 3-second timer takes the photo. • Use Labeless side by side with another app. Close it and carry on right where you left off. Also new: roomier layouts on large screens, and iPad in landscape.

Assessment record

Status
Not yet tested
App identifier
ai-product-scanner
Sources used
None recorded
Reviews read
None recorded
Package examined
No package scan
Human inspection
Not completed
How we know
Measurement vocabulary
1.4

Store facts

App Store

What the stores publish. Store ratings are the stores’ numbers, not Appworthy’s, and are never averaged across stores.

App Store

Store rating
4.72 ★ · 2,090 ratings
Version
6.1.2
Updated
16 Oct 2026
Price
Free · In-app purchases
Age rating
17+
Size
152 MB
Open in App Store
Developer
Bytes & Pixels GmbH
Category
Health & Fitness
Listing price
Free · In-app purchases

Purchases the store lists

 What this app sells

From the store listing. Billing terms are read from each purchase’s name — the stores don’t publish them — so treat them as a strong hint, not a disclosure.

Show 7 more purchases we couldn’t categorise

These are really on sale; we just can’t tell from the name whether they recur.

FoodCheck PlusTerm not stated$7.99
PremiumTerm not stated$39.99
PremiumTerm not stated$19.99
Labeless PlusTerm not stated$7.99
PremiumTerm not stated$79.99
PremiumTerm not stated$59.99
FoodCheck PlusTerm not stated$59.99
This list is cut off. Apple shows at most 10 in-app purchases, and this app is at the limit — so it very likely sells more than we can see.

Method and limits

What this report can and cannot show

What a missing label means

Not yet tested. No analysis has been published for this app, so there is no method to describe for it yet. A missing label is not a clean bill of health: it means nothing has been read, not that nothing is wrong.

Limits of this report

  • A package scan is static. It identifies code and text in one Android build. It does not measure a live ad session, test a deletion request, or count the steps needed to cancel.
  • Reviews keep their sample. A review-only charge shows distinct reviewers, the share and the sample size, and is published only once it clears that label’s published threshold. Calibration labels are machine-drafted and not yet confirmed by a person.
  • Not assessed is a state. It is never a zero and never a pass.
  • A missing label is not a clean bill of health. It means the evidence did not support one, not that the app is problem-free.
Not yet human-reviewed. A human review gives an app hands-on, recorded measurements. None has been run for this app. Hands-on inspections are not yet open.
Review thresholds Read the methodology For developers

Request a correction

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