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	Comments on: How to Use Sentiment Analysis to Manage Your Brand Reputation &#038; Win Customers	</title>
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		By: Social Media Reviews in 2026 - The Complete Guide		</title>
		<link>https://brandmentions.com/blog/sentiment-analysis/#comment-3559</link>

		<dc:creator><![CDATA[Social Media Reviews in 2026 - The Complete Guide]]></dc:creator>
		<pubDate>Wed, 07 Oct 2026 13:52:48 +0000</pubDate>
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					<description><![CDATA[[&#8230;] The themes the extraction model surfaces now matter as much as the headline number, which is why sentiment analysis basics belong in review work rather than in a separate quarterly report. A five-star review can contain a [&#8230;]]]></description>
			<content:encoded><![CDATA[<p>[&#8230;] The themes the extraction model surfaces now matter as much as the headline number, which is why sentiment analysis basics belong in review work rather than in a separate quarterly report. A five-star review can contain a [&#8230;]</p>
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		By: Brand Sentiment Analysis: 2026 Guide to Measure It		</title>
		<link>https://brandmentions.com/blog/sentiment-analysis/#comment-3513</link>

		<dc:creator><![CDATA[Brand Sentiment Analysis: 2026 Guide to Measure It]]></dc:creator>
		<pubDate>Mon, 05 Oct 2026 14:47:18 +0000</pubDate>
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					<description><![CDATA[[&#8230;] are structural parts of a measurement system, not steps in a process. The foundations covered in sentiment analysis explained apply equally to customer feedback, public discussion, and generated answers, but the four [&#8230;]]]></description>
			<content:encoded><![CDATA[<p>[&#8230;] are structural parts of a measurement system, not steps in a process. The foundations covered in sentiment analysis explained apply equally to customer feedback, public discussion, and generated answers, but the four [&#8230;]</p>
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		By: 9 Best Reddit Sentiment Analysis Tools in 2026		</title>
		<link>https://brandmentions.com/blog/sentiment-analysis/#comment-3472</link>

		<dc:creator><![CDATA[9 Best Reddit Sentiment Analysis Tools in 2026]]></dc:creator>
		<pubDate>Thu, 01 Oct 2026 15:42:24 +0000</pubDate>
		<guid isPermaLink="false">https://brandmentions.com/blog/?p=1164#comment-3472</guid>

					<description><![CDATA[[&#8230;] three questions separate when you evaluate anything in this category, and understand how sentiment analysis works before you interpret a single [&#8230;]]]></description>
			<content:encoded><![CDATA[<p>[&#8230;] three questions separate when you evaluate anything in this category, and understand how sentiment analysis works before you interpret a single [&#8230;]</p>
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		By: Online Reputation: The What, How and Why Explained		</title>
		<link>https://brandmentions.com/blog/sentiment-analysis/#comment-3456</link>

		<dc:creator><![CDATA[Online Reputation: The What, How and Why Explained]]></dc:creator>
		<pubDate>Wed, 30 Sep 2026 14:09:01 +0000</pubDate>
		<guid isPermaLink="false">https://brandmentions.com/blog/?p=1164#comment-3456</guid>

					<description><![CDATA[[&#8230;] is why analyzing sentiment is most useful when the unit of analysis is explicit: sentiment toward which entity, on which [&#8230;]]]></description>
			<content:encoded><![CDATA[<p>[&#8230;] is why analyzing sentiment is most useful when the unit of analysis is explicit: sentiment toward which entity, on which [&#8230;]</p>
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		By: Best Multilingual Social Listening Tools (2026)		</title>
		<link>https://brandmentions.com/blog/sentiment-analysis/#comment-3307</link>

		<dc:creator><![CDATA[Best Multilingual Social Listening Tools (2026)]]></dc:creator>
		<pubDate>Tue, 22 Sep 2026 13:11:44 +0000</pubDate>
		<guid isPermaLink="false">https://brandmentions.com/blog/?p=1164#comment-3307</guid>

					<description><![CDATA[[&#8230;] you want the mechanism behind why scores behave this way under linguistic noise, our breakdown of sentiment analysis explained covers [&#8230;]]]></description>
			<content:encoded><![CDATA[<p>[&#8230;] you want the mechanism behind why scores behave this way under linguistic noise, our breakdown of sentiment analysis explained covers [&#8230;]</p>
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		By: Best Free Reddit Monitoring Tools in 2026 (Tested)		</title>
		<link>https://brandmentions.com/blog/sentiment-analysis/#comment-3294</link>

		<dc:creator><![CDATA[Best Free Reddit Monitoring Tools in 2026 (Tested)]]></dc:creator>
		<pubDate>Mon, 21 Sep 2026 14:37:01 +0000</pubDate>
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					<description><![CDATA[[&#8230;] as a hypothesis with an error rate nobody printed on the dashboard, which is why I argue that sentiment analysis should always be auditable against the raw [&#8230;]]]></description>
			<content:encoded><![CDATA[<p>[&#8230;] as a hypothesis with an error rate nobody printed on the dashboard, which is why I argue that sentiment analysis should always be auditable against the raw [&#8230;]</p>
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		<title>
		By: Do Brand Mentions Influence AI Visibility? 2026 Data		</title>
		<link>https://brandmentions.com/blog/sentiment-analysis/#comment-3283</link>

		<dc:creator><![CDATA[Do Brand Mentions Influence AI Visibility? 2026 Data]]></dc:creator>
		<pubDate>Mon, 21 Sep 2026 13:37:55 +0000</pubDate>
		<guid isPermaLink="false">https://brandmentions.com/blog/?p=1164#comment-3283</guid>

					<description><![CDATA[[&#8230;] same logic extends to mention sentiment, with an important caveat. A brand described near &#034;trusted&#034; or &#034;accurate&#034; is building a different [&#8230;]]]></description>
			<content:encoded><![CDATA[<p>[&#8230;] same logic extends to mention sentiment, with an important caveat. A brand described near &quot;trusted&quot; or &quot;accurate&quot; is building a different [&#8230;]</p>
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		<title>
		By: TikTok Sentiment Analysis Explained: How It Works		</title>
		<link>https://brandmentions.com/blog/sentiment-analysis/#comment-3217</link>

		<dc:creator><![CDATA[TikTok Sentiment Analysis Explained: How It Works]]></dc:creator>
		<pubDate>Wed, 16 Sep 2026 12:08:04 +0000</pubDate>
		<guid isPermaLink="false">https://brandmentions.com/blog/?p=1164#comment-3217</guid>

					<description><![CDATA[[&#8230;] a deeper grounding in the underlying discipline, the sentiment analysis basics hold across every platform, not just [&#8230;]]]></description>
			<content:encoded><![CDATA[<p>[&#8230;] a deeper grounding in the underlying discipline, the sentiment analysis basics hold across every platform, not just [&#8230;]</p>
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