What to do when album artwork is missing after NCM conversion

Missing artwork does not necessarily mean conversion failed. Separate missing source artwork, missing embedded output artwork, and a player displaying only its cached image.
Find where the artwork is stored
A Finder thumbnail or library image is not proof that artwork is embedded. Keep the original, inspect an output copy with a tag viewer that shows embedded pictures, and open the same file in another player before repeating a whole batch.
Choose the matching diagnosis
- Embedded artwork exists but one player does not show it: import a test copy again and check that player’s supported formats and cache.
- Readable source artwork exists but output artwork is absent: convert one track to a fresh folder and record input format, output format, and app version.
- The source has no readable picture: conversion cannot reconstruct it. Add an image you have permission to use to a copy with a tag editor that supports artwork.
Verify the edited file
- Reopen the file to confirm the picture is embedded rather than only stored in a library.
- Check that title, artist, and album tags remain correct.
- Test the same file on the destination device.
Conversion and tag editing are different tasks
Use NCM Audio Converter when you need MP3, FLAC, M4A, or WAV from local NCM files. If the audio already plays, investigate tags first. For broader editing, review Audio Toolbox and confirm the current version supports the fields you need. This guide does not promise automatic artwork recovery.