Assistive prototype (not a COLA replacement)

Label verification assistant

This tool compares text extracted from a beverage label image with the structured application fields you enter. Results are assistive only; reviewers must exercise judgment, especially when OCR quality is poor or wording is nuanced.

Application values

Match these strings against what appears on the physical label.

Brand name

Class / type

Alcohol content

Net contents

Producer / bottler address

Country of origin

Government warning

Label evidence

Paste label text (recommended for demos) or upload label images for bundled server OCR. Multiple images share the same application fields; each file is verified separately; nothing is merged across uploads.

Extraction modeManual / pasted label textFastest path: paste a transcript of the label for trustworthy comparisons.Server OCR (bundled Tesseract)Runs on this server (no paid Vision API). Large images may time out on hobby hosts. Choose one or more images; each is processed in order with status below.

Label text