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Reverse lookup: every movie/show/ad a song appears in

AI-discovered

Problem

Music identification apps tell you what song is playing, but there is no service that, given a song, shows you every piece of media it appears in - movies, series, trailers, commercials, games. People trying to trace where they know a track from have to dig through fan wikis and forums.

Opportunity

A 'where have I heard this song?' database that aggregates soundtrack listings, sync-licensing records and community contributions into one searchable song-to-appearance index, with audio-preview matching for covers and remixes.

Market analysis

Tunefind already does the core job with a large community-maintained database covering movies, TV and games, and WhatSong covers a similar space; the song-to-media index exists and is actively updated. The genuinely unclaimed slices are ads/commercials and deep audio-matching for covers and remixes, but data acquisition there is expensive and licensing is treacherous.

Market · Curious music fans and 'where do I know this from' searchers; broad but low-intent audience, with music supervisors and sync researchers as a small high-value niche.

Pricing · Tunefind runs a subscription for power users (historically around $5/mo); ad-supported free tiers are the norm; willingness to pay for casual lookups is very low.

score 4/10 by glm-5.1

Pros

  • + Clear, evergreen user need with proven search volume around soundtrack identification.
  • + Ads/commercials and cover/remix matching are genuinely under-served by Tunefind and WhatSong.
  • + Community-contribution model gives a plausible bootstrap path for the long tail.

Cons

  • − Tunefind is entrenched, community-fed, and effectively free for the common case.
  • − Aggregating sync-licensing records is hard: the data is fragmented, proprietary, and often not public.
  • − Audio previews require licensing deals with rights holders; covering commercial use adds another layer.
  • − Monetizing casual 'where have I heard this' traffic is notoriously weak.

Existing / similar tools

Source

r/Doesthisexist (Reddit)

Open original thread ↗

The wedge that incumbents structurally ignore is advertising sync: Tunefind’s community model works when fans watch a show frame by frame, but nobody catalogs the thousands of regional ad placements a catalog track accumulates, which is exactly the “where do I know this from” itch that TV-focused databases miss. That data has a second buyer, music supervisors and sync agencies who currently track ad placements manually, so a B2B2C angle could fund the consumer-facing free index. Without that wedge this is a Tunefind clone with a decade of community moat to overcome.