SiftReturn to scan

Changelog

What has changed in Sift, newest first. Every entry is sorted by what kind of change it was, because most of the work on a label scanner is not visible: matcher corrections, data verification and access hardening happen continuously, and they are the changes that decide whether a result can be trusted.

24 September 2026

New

You can permanently delete your account from Profile. Sift asks for your password and a typed confirmation word first, then removes your account, your saved preferences and every scan linked to it. The Privacy Policy lists what deletion removes and what it cannot reach.

11 September 2026

Safety & Accuracy

Photos are now checked before a scan runs. An image too dark, too blurred or too far from a label is refused up front rather than transcribed badly and reported as a result.

Safety & Accuracy

Diet findings that rest on an ingredient term which has not yet been hand-checked against its source are labelled as unverified in the result, instead of reading like a settled answer.

New

A scan interrupted by a dropped connection can be retried without taking the photo again.

Design & Experience

On screens wider than 1024px, Scan, History and Profile share a fixed left sidebar rather than a bottom tab bar meant for a phone.

10 September 2026

Safety & Accuracy

Custom terms added to a profile are checked before they are stored, so a typo or a pasted sentence cannot quietly become a matching rule.

Safety & Accuracy

Ingredients whose wording qualifies an allergen, such as a plant-based term sitting next to a dairy word, are resolved explicitly instead of resolving to whichever term was read first.

2 September 2026

Design & Experience

Capture controls now hide once a scan finishes, and the live camera no longer flashes back on behind the result.

1 September 2026

Safety & Accuracy

The scan pipeline was hardened end to end: clearer failure responses, rate limiting held in the database rather than in memory, and no path that turns an unreadable label into a clean result.

New

Results are matched against your own saved allergens and diet preferences rather than against a single generic list.

Design & Experience

The result card leads with the verdict instead of burying it, and starting a second scan no longer leaves the previous one half on screen.

30 August 2026

Safety & Accuracy

An allergen printed after a decimal quantity, as in "milk 2.5%", is no longer dropped by the number handling in the matcher.

Design & Experience

The live camera preview is hidden on mobile, where the device camera app produces a sharper label photo.

29 August 2026

Safety & Accuracy

The core allergen, diet and ingredient-note groups that have been reviewed against their cited source are now marked verified in the data. Groups still awaiting review stay unverified, and an unverified group can only ever add a warning, never remove one.

Safety & Accuracy

The 2025 FDA and HHS phase-out of several synthetic dyes is recorded in the artificial colour and trans fat source notes.

28 August 2026

Safety & Accuracy

Scan records can no longer be written from the browser. Insert, update, delete and truncate rights on the scan table were revoked for signed-in and anonymous clients alike, and every write now goes through the server.

27 August 2026

New

Scans taken before signing in are kept in a guest strip and move to your account when you create one.

Design & Experience

The 3D mascot was replaced with flat artwork, the scan screen was split into sectioned cards, and the copy was rewritten so that verdicts and warnings read plainly while the friendly voice stays in idle and empty states.

26 August 2026

New

First deployment of Sift: photograph an ingredient label, have the text read, and see which of your allergens the printed wording matches.

New

Capture from the device camera app or from an existing photo, not only from the in-page preview.

Design & Experience

The shared design system landed, the verdict card gained the detail it has now, and the raw transcription moved behind a disclosure instead of sitting on the page as a JSON dump.

Sift is in private beta, so this list starts at the first deployment rather than at a version 1.0. How the scanning and matching work is described on How Sift works.