How to Choose Which Songs to Cover Based on Distribution Cost, Not Just Popularity

Most cover artists pick their next song the same way: they scroll a trending chart, find something popular, and start recording. It feels logical — bigger song, bigger audience, bigger payoff. But popularity alone doesn’t tell you whether a cover is actually a smart financial move. What matters just as much, if not more, is what it costs you to get that cover released, licensed, and earning — and how quickly you can recoup that cost.

This article walks through a different way of picking songs: treating each potential cover as a small business decision, not just a creative one.

Why popularity is an incomplete signal

A trending song might get you more potential listeners, but it also usually means:

More competing cover versions flooding the same search results and playlists
Higher listener expectations for production quality
No guarantee that popularity translates into streams for a lesser-known artist’s version

Meanwhile, the cost side of releasing that cover is often identical whether you pick a chart-topping hit or a deep cut: the same distribution fee, the same mechanical licensing requirement, the same moderation review. Since the cost is fixed regardless of the song’s fame, the real question becomes: which song gives you the best chance of clearing that fixed cost quickly?

The fixed-cost reality of cover releases

With Globex Music, distributing a cover song starts at $1 per release, with automatic mechanical licensing for cover songs built into that price — no separate licensing paperwork or extra fee to track down. That means your break-even point is tiny and predictable no matter which song you choose.

Compare that to what other distributors charge just to get a cover out the door:

DistroKid: $44.99/year subscription, regardless of how many or how few songs you release
TuneCore: $24.99/year base plan, plus separate per-cover licensing fees, plus a 20% commission if you distribute to social platforms
CD Baby: $9.95 per single, plus a 9% royalty commission that continues for as long as the song earns

When your cost per release is $1, the specific song you choose barely matters from a risk standpoint — you can afford to experiment. When your cost per release is $10, $25, or tied to an ongoing percentage, the song you choose needs to work a lot harder to justify itself.

A framework: score songs on cost-to-recoup, not just fame

Instead of asking «how popular is this song,» ask three sharper questions:

1. How saturated is the cover market for this song?

Search the title plus «cover» on a streaming platform. If there are hundreds of versions already competing for the same listeners, your realistic share of streams shrinks — even if the underlying song is huge.

2. How recognizable is the song to a casual listener within the first 10 seconds?

Songs with an instantly identifiable riff, hook, or vocal melody tend to convert browsing listeners into full plays faster. This matters more for algorithmic placement and playlist consideration than raw popularity does.

3. What’s your actual break-even point?

This is where the math gets simple with low-cost distribution. If your release costs $1 and payouts begin at $10, you need a relatively small number of qualifying streams to clear that threshold and receive your first payout. That’s a very different calculation than needing to offset a $44.99 annual fee or a $24.99 base fee plus extra licensing costs before you’ve earned a cent back.

Worked example: two songs, same artist

Imagine an independent artist considering two covers:

Song A is a current top-10 hit with thousands of existing cover versions already on streaming platforms.

Song B is a well-known but slightly older song with a strong hook, fewer existing covers, and steady, less trend-dependent search volume.

Both cost $1 to distribute through Globex Music, with licensing included and moderation typically completed quickly. But Song A faces steep competition for playlist and search placement, while Song B has a clearer path to visibility. Since the distribution cost is identical either way, the deciding factor isn’t which song is «bigger» — it’s which one gives this specific artist a realistic shot at reaching the $10 payout threshold sooner. In many cases, the less obvious choice wins.

Why low cost changes the entire selection strategy

When distribution is expensive or tied to ongoing commissions, artists tend to be conservative — they save up their «best» song idea and treat each release as a high-stakes bet. When distribution costs $1 per release with no annual fee, the strategy flips. You can:

Test several song choices in the same month instead of betting everything on one
Release a less obvious pick without worrying about wasting a big annual subscription fee
Build a small catalog of covers over time, letting the ones that resonate keep earning permanently while others simply exist quietly in your catalog at no ongoing cost

That last point matters: with no annual fee and permanent catalog stability, a cover that underperforms doesn’t cost you anything extra to keep live. There’s no pressure to pull it down or justify a renewal fee — it just stays available in case it finds an audience later.

Practical checklist before you record

Check how many existing covers of the song are already live
Confirm the song has a clear, licensable hook within the first few seconds
Estimate a realistic stream count needed to clear a $10 payout threshold
Confirm mechanical licensing is included in your distribution cost, not billed separately
Factor in moderation turnaround so you can time the release around any relevant trend or season

Picking a cover song is part creative decision, part small-scale financial planning. When the cost of getting it out the door is as low as $1 with licensing included and fast moderation, the smartest move isn’t always the most popular song — it’s the one most likely to clear your break-even point and start paying out.