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Trackmatch

Find songs like your favorites by sound and mood

Details

External ID
1256448
Source
PH
Company
—
Product
Trackmatch
Website domain
producthunt.com
Launched
Sept. 21, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.30815693820825313
Tags
Music, Artificial Intelligence, Audio
Fetched at
Sept. 21, 2026, 5:01 p.m.
Updated at
Sept. 21, 2026, 5:01 p.m.

Description

Trackmatch is a similar-song finder that starts with the exact track version you mean, then ranks matches by sound, mood, groove, tempo, and listening context—not just artist or genre. Paste a Spotify, Apple Music, YouTube Music, or Amazon Music link (or search by song name). Get unlimited standard results free; Trackmatch Pro ($2.99/mo) adds AI reranking and short explanations for why each match fits.

Enrichment

Theme
ai music and audio creation
Vertical
Media & entertainment
Function
Search & retrieval
Audience
B2C
AI stance
AI-native
Project type
Hobby / open-source project
Normalized one-liner
music recommendation engine based on audio and mood
Manually corrected
False

Could you build this?

Partial While basic artist/genre matching is easy via standard APIs, matching music by granular acoustic features, sound, groove, and mood requires access to comprehensive acoustic embeddings or specialized audio feature vector search.

What it would actually take: Requires integrating music platform APIs (Spotify/Apple Music) for metadata resolution, combined with an audio feature extraction pipeline (e.g. Librosa/Essentia or Spotify's audio analysis endpoints) and a vector database (like Pinecone or Qdrant) indexed on audio embeddings. Music licensing and rate limits for commercial-scale track indexing represent the main operational hurdle.

Competitors

Other products that read as similar to this one — 110 launches clear the similarity bar, closest 8 shown.

Attention rank: #52 of 111 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 322 days after the earliest competitor.

Other launches for this product