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    <title>DEV Community: 이해민</title>
    <description>The latest articles on DEV Community by 이해민 (@_6d01b2eaf1075c95aafb5).</description>
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      <title>DEV Community: 이해민</title>
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      <title>How I mine App Store reviews to find "copy+10%" opportunities (open Actor)</title>
      <dc:creator>이해민</dc:creator>
      <pubDate>Sat, 08 Aug 2026 22:34:28 +0000</pubDate>
      <link>https://dev.to/_6d01b2eaf1075c95aafb5/how-i-mine-app-store-reviews-to-find-copy10-opportunities-open-actor-39kf</link>
      <guid>https://dev.to/_6d01b2eaf1075c95aafb5/how-i-mine-app-store-reviews-to-find-copy10-opportunities-open-actor-39kf</guid>
      <description>&lt;p&gt;When evaluating a "copy and improve by 10%" app idea, reading competitor reviews one app at a time doesn't scale. So I built &lt;strong&gt;App Store Review Miner&lt;/strong&gt;, an Apify Actor that:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Pulls the top-grossing chart for any App Store category/country&lt;/li&gt;
&lt;li&gt;Fetches each app's recent reviews&lt;/li&gt;
&lt;li&gt;Classifies low-rated (≤3★) reviews into 13 complaint buckets&lt;/li&gt;
&lt;li&gt;Ranks which complaints are &lt;em&gt;category-wide&lt;/em&gt; (real opportunity) vs single-app issues&lt;/li&gt;
&lt;li&gt;Flags apps with a "reputation drop" — recent reviews meaningfully worse than their all-time rating&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Try it: &lt;a href="https://apify.com/muddy_snowshoe/app-store-review-miner" rel="noopener noreferrer"&gt;https://apify.com/muddy_snowshoe/app-store-review-miner&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Built with plain Node.js + Apple's public RSS/lookup endpoints, wrapped as an Apify Actor. Source structure and pricing details in the Store listing. Feedback / feature requests welcome — Google Play support is next if there's demand.&lt;/p&gt;

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