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Market/Categories/Audio & Voice/Melody ML

Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31

Melody MLmelody.ml

No product description has been published for this domain yet. Everything below is measured directly.

Audio & Voicemelody.mlTracked since 2026-08-192 discovery sources
3.3KBacklinks
659Referring domains
23Domain authority
-3.3%Referring domains · 90 days

Authority & distribution

How strong is Melody ML’s web footprint?

Backlinks measure accumulated distribution; referring domains show how broadly that authority is spread. Both are observable on the open web, so both are published for every product here.

Backlinks

3.3KCurrent snapshot

Referring domains

659Current snapshot

Authority

23Domain authority · category median 22

90-day move

-3.3%Referring domains, last 90 days
At 23, Melody ML sits above the 22 median for its category.

Trajectory · Pro

The counts above are the latest of 370 daily observations. The curve through them is on the full profile.

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Traffic & engagement

Where Melody ML ranks

Measured · Pro

Measured for this product: global rank, country rank and category rank.

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AI referral visibility

Which AI assistants are already sending Melody ML traffic?

Measured · Pro

Measured for this product: AI referral traffic, which assistants refer it and which pages those referrals land on.

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Product profile

What Melody ML is selling.

Traffic makes more sense when you can connect it to the actual product promise.

“Melody ML”

No usable description reached this profile from any discovery source, so none is shown. The measured signals below are unaffected.

Audio & VoiceSeen 2026-08-19 → 2026-08-21Coverage tier C

What we have measured

4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.

Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.

Canonical website: https://melody.ml

Observed across 2 discovery sources.

Research questions

What the evidence answers about Melody ML.

Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.

What does Melody ML do and what problem does it solve?

Melody ML is a web application that uses machine learning to separate audio tracks from songs, allowing users to isolate vocals, drums, bass, and other instruments. It solves the problem of manually separating audio stems for music remixing and production, automating the process of generating isolated components from a single audio file. The product is based on the Demucs model for processing.

Who is the target audience for Melody ML?

Melody ML is for individuals who need to separate audio tracks, such as musicians, producers, DJs, and audio engineers working with music files. It is aimed at users who want to remix songs, create instrumentals or acapellas, or isolate specific sound elements from a track for creative or technical purposes.

What features and capabilities does Melody ML offer?

Melody ML offers AI-powered separation of audio tracks into vocals, drums, bass, and other instruments from uploaded songs. It supports MP3, WAV, Flac, and Ogg/Vorbis audio formats, with a maximum file size of 100mb and song length of 10 minutes. The service processes songs in 1-20 minutes and keeps processed files available for download for 1 month.

How is Melody ML priced and what is the cost structure?

After 2 free songs, Melody ML costs $0.50 per song. Users can purchase credits in packages: 10 songs for $5 USD, 20 songs for $10 USD, or 50 songs for $20 USD. Payments can be made via Visa/Debit Card or PayPal.

What is Melody ML used for and in what situations?

Melody ML is used to separate music tracks, such as vocals, drums, bass, and other instruments, from uploaded songs. It is used in situations like music production, remixing, creating acapellas or instrumentals, and isolating specific audio elements for further processing. The service is designed for users who need to extract individual stems from a complete audio mix.

What is Melody ML?

Melody ML is a web-based AI tool for separating audio tracks and isolating vocals from music files. It uses machine learning, specifically the Demucs model, to process uploaded songs and generate separate stems for vocals, drums, bass, and other instruments.

Behind the lock

Unlock full Melody ML intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send, which 2 of them do it, and the 2 pages they land on.
  • Search structure and ranking depthOrganic against paid, brand against non-brand, and how many keywords rank in the top three against the long tail — which is what decides whether the demand is portable or tied to the name.
  • The rest of the marketPage through every leaderboard 100 rows at a time, put any five products side by side, and query the whole dataset over API / MCP.

Worldwide estimates · Data period 2026-05-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured