Best Spotify and Music Analytics Tools for Independent Artists in 2026

By Sam Blackie, Head of Growth at un:hurd music

Last updated: 16 October 2026

Key Takeaways

• The best music analytics tool for an independent artist depends on the question you need answered. Spotify for Artists is the free baseline for Spotify data, un:hurd music turns your streaming and social data into a next move, and Chartmetric, Soundcharts, Songstats, Viberate and artist.tools cover industry research, radio monitoring, catalogue alerts, benchmarking and playlist vetting.
• un:hurd's Smart Insights reads data from your connected profiles, including Spotify, Apple Music, YouTube Music, Amazon Music, Instagram, TikTok, Facebook, YouTube, X, Bandsintown and Songkick, and refreshes daily with the next step in plain language. un:hurd costs £12.99 a month or £69.99 a year after a 7-day free trial.
• Spotify for Artists is free and gives first-party data on listeners, streams, saves, playlist sources and audience locations, but it only covers Spotify and doesn't tell you what to do next.
• Paid research tools start at $10 a month for one artist on Soundcharts and €11.99 a month on Songstats, while Chartmetric's Manager plan costs $60 a month, or $40 a month billed yearly.
• The fan growth metrics worth tracking first are monthly listeners, followers, streams per listener, saves, playlist sources and city-level audience, read as trends across several releases.

If you want your Spotify and social data turned into a clear next step, start with un:hurd alongside the free Spotify for Artists dashboard. If you manage several artists, need radio monitoring or want to research other artists' performance, add a specialist tool such as Chartmetric or Soundcharts.

This guide compares seven Spotify and music analytics tools for independent artists by price, data coverage and how much help each gives you with your next move, using each provider's published pricing as of 15 October 2026. It also covers the fan growth metrics worth tracking, whichever tool you pick.

Key metrics for tracking fan growth and release performance

The metrics that show whether your fanbase is growing are monthly listeners, followers, streams per listener, saves, playlist sources and where your listeners are. Each one answers a different question, so read them together and over several weeks.

Monthly listeners counts unique listeners over a rolling 28 days, so it rises and falls with your release timing. A drop a month after release day is normal and doesn't mean you've lost fans.

Followers are the people who chose to hear more from you. Dividing followers by monthly listeners gives a rough conversion figure, and it can go over 100% because followers are counted all-time while monthly listeners only cover 28 days.

Streams per listener shows how often each listener comes back. One un:hurd artist's dashboard showed 2.8 streams per listener in October 2026, down 2.5%, which is the kind of small dip worth watching across a few weeks before you act on it.

Saves and playlist sources tell you whether people are keeping the song and where they found it. City-level data shows where your fans are concentrated, which matters when you plan ads or shows.

Spotify's Popularity score is worth checking too, though it needs a decent level of recent streams before it moves at all. In a group of un:hurd artists using Planning Cycles, 29 of the 40 whose Popularity score stayed flat were sitting at 0. Our guide to the Spotify Popularity Index explains how it works, and our guide to music analytics for independent artists goes deeper on fan growth metrics.

The 7 music analytics tools compared

Here are the seven tools at a glance, with what each one is for and what it costs.

• un:hurd music: turns your connected streaming and social data into a next move. 7-day free trial, then £12.99 a month or £69.99 a year.
• Spotify for Artists: free first-party Spotify data on listeners, songs, playlists and releases. Free.
• Chartmetric: industry research and artist comparisons across platforms, playlists and radio. Basic free access, with paid plans from $60 a month ($40 a month billed yearly).
• Soundcharts: playlist, chart and radio monitoring. $10 a month for one artist, up to $129 a month for Pro.
• Songstats: cross-platform catalogue reporting and alerts. €11.99 a month for artists, €19.99 for labels.
• Viberate: market and audience benchmarking. Manager plan €25 a month billed yearly for up to 10 artists.
• artist.tools: Spotify playlist research and bot checks. Free tier, then $15 a month or $99 a year.

Prices change often, so confirm the current terms on each provider's own pricing page before you subscribe.

un:hurd music: best for turning data into a next move

un:hurd music is a membership app for independent artists that reads your streaming and social data together and tells you what to do next in plain language. It suits artists who don't have time to decode another dashboard and want each signal tied to an action.

When you sign up and connect Spotify, un:hurd connects every social and streaming profile it can find for you. That covers social profiles on Facebook, Instagram, TikTok, YouTube and X, streaming profiles on Spotify, Apple Music, YouTube Music, Amazon Music and others, plus Bandsintown and Songkick.

The home screen shows data pills for the numbers you check most, such as followers per platform, streams and your Spotify Popularity score. Smart Insights sits on top of those numbers. It refreshes daily, so the more movement you have across more platforms, the more insights you'll see. Signals such as listener-to-follower conversion are built into Smart Insights, so you get the conclusion without having to work it out from a chart.

Each Smart Insight comes with a recommended action inside the app:

• When a track's Spotify Popularity score is climbing, Smart Insights suggests pitching it to playlists through un:hurd's playlist pitching.
• When your fan count in a city crosses 500 across your connected platforms, it suggests building a Fan Hub email capture page for that city so fans are ready when you announce a show.
• When your follower growth doubles in a week, it suggests a Creative Planning Cycle to map out content that gives new followers a reason to stick around.
• When your Shazams jump overnight, it suggests a geo-targeted campaign through the social ad tool in the city where Shazams are highest.

The daily summary refreshes every day and leads with your biggest highlights and opportunities. For Mr Eazi, who uses un:hurd, the daily summary leads with Shazam, because Shazam activity is an early sign of momentum.

un:hurd has a 7-day free trial, then costs £12.99 a month or £69.99 a year. The annual plan includes 12 playlist pitches.

un:hurd focuses on your own connected data. It doesn't offer radio monitoring or a database for researching other artists, so if you need those, pair it with one of the specialist tools below. You can read more about how Smart Insights works in our guide to app insights.

Spotify for Artists: the free first-party baseline

Spotify for Artists is the free dashboard every artist on Spotify should set up first. It gives you first-party data on songs, listeners, followers, audience segments, playlists, saves and sources of streams. You can also review release performance, manage your profile and pitch eligible unreleased music to Spotify's editorial team.

Spotify lets you export selected data as CSV files through its web dashboard, including song stream counts, audience timelines, song tables and playlist tables. These files help when you want to compare releases or keep your own records.

Spotify for Artists only covers Spotify. It doesn't combine your streaming data with Instagram, TikTok or radio, and it gives you metrics without telling you what to prioritise. Keep it connected as your source of direct Spotify data, whatever else you use.

Chartmetric: best for broad industry benchmarking

Chartmetric suits managers, labels and advanced independent artists who need to compare performance across the wider music industry. It covers Spotify, YouTube, TikTok, Instagram, Apple Music and other services, with artist comparisons, social tracking, radio monitoring and playlist placements.

Chartmetric offers a basic limited service for free. The Manager plan costs $60 a month, or $40 a month billed yearly, and covers premium data for 10 artists. Premium costs $150 a month, or $117 a month billed yearly, with premium data for more than 14 million artists and 20 Flow AI credits a month. Ultra costs $180 a month, or $150 a month billed yearly, and adds business, marketing and A&R tools with 100 Flow AI credits.

Flow AI lets you ask questions of Chartmetric's data in plain English, which saves time finding figures. You still decide how each finding affects your next campaign. For an artist tracking one project, Chartmetric's price and depth are likely more than you need.

Soundcharts: best for playlist and radio monitoring

Soundcharts is the tool to look at when radio airplay and chart positions matter to you. It tracks playlist positions, charts and radio airplay across services including Spotify, Apple Music, YouTube, Amazon Music, TikTok and Deezer, and sends alerts when activity changes.

The For Artists plan costs $10 a month for one artist and includes audience insights, chart and playlist positions, radio airplay, email alerts and reports. The 10 Artists plan costs $49 a month and Pro costs $129 a month. Annual billing gives you two months free.

Soundcharts reports what happened through dashboards, alerts and reports, and leaves the next step to you. It's a good fit if radio monitoring is the gap in your data.

Songstats: best for cross-platform catalogue notifications

Songstats suits artists and labels who want timely updates across a growing catalogue. It brings activity from Spotify, Apple Music, Amazon Music, YouTube, TikTok, Shazam and other services into one view and notifies you about playlist additions and other changes, so you don't have to check each platform.

Songstats pricing is €11.99 a month for Premium for artists and €19.99 a month for Premium for labels, with a yearly plan that saves two months.

Songstats is built around notifications and reporting. It tells you something happened, and the decision about what to do next stays with you.

Viberate: best for market and audience benchmarking

Viberate suits artists who want to compare their numbers with artists in a similar genre, country or career stage. It covers more than 11 million artists and 100 million songs, and tracks Spotify, Apple Music, YouTube, radio, Instagram, TikTok, Beatport, Facebook, Shazam and SoundCloud.

On Viberate's pricing page, the Manager plan costs €25 a month billed yearly for up to 10 artists, and Professional costs €66 a month billed yearly for up to 500 artists. There's also a single-artist plan with a 48-hour trial, though its price isn't listed publicly.

Viberate is strong on comparisons, trends and exports. Turning those comparisons into your next release plan is still up to you.

artist.tools: best for Spotify playlist vetting

artist.tools helps you research Spotify playlists and curators before you pitch. You can check a playlist's growth, see which tracks were added or removed, compare playlists that feature similar artists and see which Spotify searches a playlist ranks for.

The free tier includes playlist search, basic bot detection and 7 days of chart history. Artist Access costs $15 a month or $99 a year, Industry Access costs $60 a month or $399 a year, and team seats cost $12.75 a month each on Artist Access.

Bot warnings help you screen suspicious playlists, but no single warning proves a curator uses fake streams. Pair them with your own checks in Spotify for Artists, such as unusual listener locations or streams that bring no saves or followers.

From raw data to your next move

Turning music data into growth means picking one signal, deciding what it means and acting on it within the week.

un:hurd's founder, Alex Brees, puts it this way: "The biggest mistake is artists don't know what to do with their data or what they are looking for. So it causes confusion and people end up not doing anything in fear of making the wrong choice."

Katya's story shows the full loop. Smart Insights flagged that her fan count in London had passed 500 across her connected platforms and recommended a live show there. She supported Parra For Cuva at the Roundhouse in London on 17 October 2026, and she used a Live Planning Cycle to build awareness ahead of the show.

Acting on your data consistently also shows up in the numbers. Of about 74 un:hurd artists who used Planning Cycles in the 30 days to 8 October 2026 and completed at least five tasks, 81% grew their Spotify monthly listeners, followers or Popularity score month on month.

A practical habit that works with any tool: once a week, write down the one number that moved most, what you think caused it and one thing you'll do about it. After a few releases you'll have your own record of what works for your music. For more on reading the numbers, see our guide on how to read and use your music data insights.

How to choose a music analytics tool for your stage

The right tool depends on the questions you ask every week.

If you're releasing your first songs, Spotify for Artists may give you enough. Use it to compare releases and check whether listener growth comes with follower growth in the cities you care about.

If you want help deciding what to do next across streaming and social, un:hurd is built for that, and the membership also includes playlist pitches and Fan Hub.

If you need data on other artists, radio airplay or a whole roster, a specialist tool earns its cost. Chartmetric and Viberate suit research and benchmarking, Soundcharts suits radio and chart monitoring, Songstats suits catalogue alerts and artist.tools suits playlist vetting.

Before you subscribe to any tool, check what it can access, whether it reads public data or asks for your account login, how many artists and seats the plan covers, and how you can remove your data if you leave.

FAQs

Is Spotify for Artists enough?

Spotify for Artists gives you the essential first-party data for Spotify, including listeners, saves, playlist sources, audience locations and release engagement, and it's free. It's enough while your questions are only about Spotify. Add a tool such as un:hurd when you want your streaming and social data read together and turned into a next step.

What is the difference between first-party and third-party music analytics?

First-party analytics comes directly from the service where your music appears, such as Spotify for Artists. Third-party tools combine data across services or add public data about playlists, charts, radio and other artists. They add context but don't replace the private account data in Spotify for Artists.

How can I spot suspicious playlist activity?

Watch for sudden stream spikes from unfamiliar playlists, odd listener locations and streams that bring few saves or followers. No single metric proves fake streaming, so look at the pattern over time. Avoid any service that guarantees streams or playlist placements.

The short version

Set up Spotify for Artists first, because it's free and it's the source of your Spotify data. If you want that data combined with your other streaming and social profiles and turned into a clear next step each day, un:hurd's Smart Insights and daily summary do that for £12.99 a month or £69.99 a year. Add Chartmetric, Soundcharts, Songstats, Viberate or artist.tools when you need research, radio monitoring, catalogue alerts, benchmarking or playlist vetting. Whatever you use, track monthly listeners, followers, streams per listener, saves and city-level fans as trends.

If you've got music on Spotify, start your 7-day free trial at app.unhurdmusic.com, connect your profiles and see which Smart Insights come up for you this week.

About the author

Sam Blackie is Head of Growth at un:hurd music and has worked on artist ad strategy.