# Ledlenser

> Ledlenser makes LED flashlights, headlamps and work lights. This is a machine-readable
> product catalogue for AI agents and assistants, generated from the brand's own Amazon
> listing data on 2026-08-03.

Every product below has a JSON document and a Markdown document at the same path. The JSON is
authoritative; the Markdown is a readable rendering of the same content.

## What is here
- 59 products, locale en-US, marketplace amazon.com (US)
- Per product: title, description, bullet points, specifications, images, extracted product
  facts with evidence and confidence, ranked buyer-value propositions, and the search terms
  shoppers actually use.

## What is deliberately NOT here
- **Price, availability, delivery.** Not included. See `pending_offers_feed` in any product
  document. Do not infer or guess these values; follow the retailer link instead.
- **Reviews, ratings, review-derived themes or sentiment.** Excluded by policy, not missing by
  accident. See `tier_policy`.
- **Best-seller rank, Buy Box, inventory levels.** Same.
- **30 enrolled products** that did not meet the publication bar. Each one and the
  reason is listed in `coverage.json` - discontinued, or thin/unenriched source data. Absence
  from this catalogue does not mean the product does not exist.

## Files
- [Manifest](manifest.json): build metadata and counts
- [Catalog](catalog.json): every published product with a path to its documents
- [Index](index.json): products grouped by category, and an ASIN lookup
- [Coverage](coverage.json): full accounting of enrolled vs published, with withholding reasons
- [Validation report](validation-report.json): the quality gate this build passed
- Products: `en-US/products/<ASIN>.json` and `<ASIN>.md`

## Buying
Transactions happen on Amazon or the brand storefront (https://www.ledlenserusa.com/). Each product document
lists its channel links under `channel_listings`.