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CLUSTER WEB-ALCOHOL-BOTTLE · 5 ENTRIES · EARLIEST ENTRY 2026-08-29

AI bottle label inspection

This cluster consists of AI-powered web apps that analyze photographed bottle labels for regulatory compliance or manufacturing defects, including TTB rule verification and good-versus-defective classification with confidence scores. The cluster's dated history is too thin to read a shape from, as it predates the index or members are undated. On traction, alcohol_label_verification leads (0 stars), followed by label-assay and Bottle_Defect_Classifier (each 0 stars).

Entry timeline

ENTRY TIMELINE

AUG 2026: 2SEP 2026: 2OCT 2026: 1
AUG 2026OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 1 ai-built · 4 unlabelled

Operator · 2 hobby · 3 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 5 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01alcohol_label_verification0★26 days—hobbyWeb app that checks photographed alcohol bottle labels against reference values for regulatory label approval.
  2. 02label-verifier0★15 days—Web app that compares alcohol label images with COLA application data and reports item-by-item matching status for compliance agents.
  3. 03label-assay0★29 daysliveAn AI-powered web app that verifies alcohol beverage labels for compliance with TTB regulations.
  4. 04Bottle_Defect_Classifier0★1 mo—hobbyManufacturing web app that classifies uploaded bottle photos as good or defective and shows confidence scores.
  5. 05Streamlit0★unknownliveai-builtA web application that checks chemical compatibility between substances for industrial or lab use.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.