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    <title>topic Re: 403 Forbidden on /v1/audio-features using both user and client credentials tokens in Spotify for Developers</title>
    <link>https://community.spotify.com/t5/Spotify-for-Developers/403-Forbidden-on-v1-audio-features-using-both-user-and-client/m-p/7201118#M19031</link>
    <description>&lt;P&gt;Hi &lt;a href="https://community.spotify.com/t5/user/viewprofilepage/user-id/27020583"&gt;@pokokincso&lt;/a&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Thank you for posting in the Spotify Community!&lt;/P&gt;
&lt;P&gt;I'm here to inform you that the Audio Features endpoint is deprecated and cannot be used anymore by &lt;EM&gt;new&lt;/EM&gt; apps that had no quota extension before the depression.&lt;/P&gt;
&lt;P&gt;I hope this clears things up.&lt;/P&gt;</description>
    <pubDate>Mon, 03 Nov 2025 19:19:51 GMT</pubDate>
    <dc:creator>Ximzend</dc:creator>
    <dc:date>2025-11-03T19:19:51Z</dc:date>
    <item>
      <title>403 Forbidden on /v1/audio-features using both user and client credentials tokens</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/403-Forbidden-on-v1-audio-features-using-both-user-and-client/m-p/7200198#M19025</link>
      <description>&lt;P&gt;Hi everyone,&lt;/P&gt;&lt;P&gt;I'm developing a Spotify Web API integration and consistently receive &lt;STRONG&gt;403 Forbidden&lt;/STRONG&gt; responses from the /v1/audio-features endpoint.&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;What I tested:&lt;/STRONG&gt;&lt;BR /&gt;– User access token (with user-top-read etc.): 403&lt;BR /&gt;– Client credentials token (no scopes): 403&lt;BR /&gt;– Reproduced outside my app via PowerShell / cURL (no proxy)&lt;BR /&gt;– Other endpoints work fine: /v1/me/top/artists, /v1/me/top/tracks (200 OK)&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;Example request:&lt;/STRONG&gt;&lt;BR /&gt;GET &lt;A target="_new" rel="noopener"&gt;https://api.spotify.com/v1/audio-features/1BxfuPKGuaTgP7aM0Bbdwr&lt;/A&gt;&lt;BR /&gt;Authorization: Bearer &amp;lt;app_token&amp;gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;Response:&lt;/STRONG&gt;&lt;BR /&gt;HTTP/1.1 403&lt;BR /&gt;{ "error": { "status": 403 } }&lt;/P&gt;&lt;P&gt;Could someone from the Spotify team confirm whether the /v1/audio-features endpoint currently has access restrictions for certain apps or regions? Other developers seem to be running into similar issues lately, so I’d just like to verify if this is an account or app-level policy limitation.&lt;/P&gt;&lt;P&gt;Thanks in advance!&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Sun, 02 Nov 2025 22:44:58 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/403-Forbidden-on-v1-audio-features-using-both-user-and-client/m-p/7200198#M19025</guid>
      <dc:creator>pokokincso</dc:creator>
      <dc:date>2025-11-02T22:44:58Z</dc:date>
    </item>
    <item>
      <title>Re: 403 Forbidden on /v1/audio-features using both user and client credentials tokens</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/403-Forbidden-on-v1-audio-features-using-both-user-and-client/m-p/7201118#M19031</link>
      <description>&lt;P&gt;Hi &lt;a href="https://community.spotify.com/t5/user/viewprofilepage/user-id/27020583"&gt;@pokokincso&lt;/a&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Thank you for posting in the Spotify Community!&lt;/P&gt;
&lt;P&gt;I'm here to inform you that the Audio Features endpoint is deprecated and cannot be used anymore by &lt;EM&gt;new&lt;/EM&gt; apps that had no quota extension before the depression.&lt;/P&gt;
&lt;P&gt;I hope this clears things up.&lt;/P&gt;</description>
      <pubDate>Mon, 03 Nov 2025 19:19:51 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/403-Forbidden-on-v1-audio-features-using-both-user-and-client/m-p/7201118#M19031</guid>
      <dc:creator>Ximzend</dc:creator>
      <dc:date>2025-11-03T19:19:51Z</dc:date>
    </item>
    <item>
      <title>Re: 403 Forbidden on /v1/audio-features using both user and client credentials tokens</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/403-Forbidden-on-v1-audio-features-using-both-user-and-client/m-p/7222135#M19082</link>
      <description>&lt;P&gt;&amp;nbsp;wish they would bring these endpoints back, as they are super helpful in Home Automation packages (e.g. Home Assistant, etc).&lt;/P&gt;</description>
      <pubDate>Sat, 15 Nov 2025 18:41:12 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/403-Forbidden-on-v1-audio-features-using-both-user-and-client/m-p/7222135#M19082</guid>
      <dc:creator>thlucas</dc:creator>
      <dc:date>2025-11-15T18:41:12Z</dc:date>
    </item>
    <item>
      <title>Re: 403 Forbidden on /v1/audio-features using both user and client credentials tokens</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/403-Forbidden-on-v1-audio-features-using-both-user-and-client/m-p/7222149#M19083</link>
      <description>&lt;P&gt;This was &lt;STRONG&gt;super lame&lt;/STRONG&gt;&amp;nbsp;on Spotify's part to remove Audio Features functionality from the API.&lt;BR /&gt;I just want to build a small personal app that can get the tempo and key for songs in my playlists.&lt;BR /&gt;You should be adding API features not removing them.&amp;nbsp; Lyrics too.&lt;/P&gt;</description>
      <pubDate>Sat, 15 Nov 2025 18:50:57 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/403-Forbidden-on-v1-audio-features-using-both-user-and-client/m-p/7222149#M19083</guid>
      <dc:creator>sunsetandhigh</dc:creator>
      <dc:date>2025-11-15T18:50:57Z</dc:date>
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