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    <title>AMS Insights Blog</title>
    <link>https://blog.ams-insights.com</link>
    <description>Stay up-to-date on the market research industry. Read the latest news, events and blog posts from Applied Marketing Science.</description>
    <language>en-us</language>
    <pubDate>Wed, 13 May 2026 11:00:00 GMT</pubDate>
    <dc:date>2026-05-13T11:00:00Z</dc:date>
    <dc:language>en-us</dc:language>
    <item>
      <title>Outdoor Power Parts &amp; Accessories Association (OPPAA) Partners with AMS on Data-Driven Insights Survey</title>
      <link>https://blog.ams-insights.com/outdoor-power-parts-accessories-association-oppaa-partners-with-ams-on-data-driven-insights-survey</link>
      <description>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://blog.ams-insights.com/outdoor-power-parts-accessories-association-oppaa-partners-with-ams-on-data-driven-insights-survey" title="" class="hs-featured-image-link"&gt; &lt;img src="https://blog.ams-insights.com/hubfs/OPPAA%20Partners%20with%20AMS%20on%20Data-Driven%20Insights%20Survey%20-%20Blog%20(1).png" alt="Outdoor Power Parts and Accessories Association Partners (OPPAA) with AMS on Data-Driven Insights Survey" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;&lt;span style="line-height: 20.925px;"&gt;Applied Marketing Science (AMS) is proud to have recently partnered with the Outdoor Power Parts &amp;amp; Accessories Association (OPPAA) on its &lt;/span&gt;&lt;a href="https://www.oppaa.org/oppaa-publishes-its-2026-ope-dealer-survey-parts-and-accessories/"&gt;&lt;u&gt;&lt;span style="color: #467886; line-height: 20.925px;"&gt;2026 OPE Dealer Survey: Parts and Accessories&lt;/span&gt;&lt;/u&gt;&lt;/a&gt;&lt;span style="line-height: 20.925px;"&gt;. &lt;/span&gt;&lt;span&gt;The OPPAA is a member-driven industry organization focused on supporting manufacturers, distributors, and suppliers of aftermarket and OEM replacement parts for outdoor power equipment&lt;/span&gt;&lt;span style="line-height: 20.925px;"&gt;.&lt;/span&gt;&lt;/p&gt;</description>
      <content:encoded>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://blog.ams-insights.com/outdoor-power-parts-accessories-association-oppaa-partners-with-ams-on-data-driven-insights-survey" title="" class="hs-featured-image-link"&gt; &lt;img src="https://blog.ams-insights.com/hubfs/OPPAA%20Partners%20with%20AMS%20on%20Data-Driven%20Insights%20Survey%20-%20Blog%20(1).png" alt="Outdoor Power Parts and Accessories Association Partners (OPPAA) with AMS on Data-Driven Insights Survey" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;&lt;span style="line-height: 20.925px;"&gt;Applied Marketing Science (AMS) is proud to have recently partnered with the Outdoor Power Parts &amp;amp; Accessories Association (OPPAA) on its &lt;/span&gt;&lt;a href="https://www.oppaa.org/oppaa-publishes-its-2026-ope-dealer-survey-parts-and-accessories/"&gt;&lt;u&gt;&lt;span style="color: #467886; line-height: 20.925px;"&gt;2026 OPE Dealer Survey: Parts and Accessories&lt;/span&gt;&lt;/u&gt;&lt;/a&gt;&lt;span style="line-height: 20.925px;"&gt;. &lt;/span&gt;&lt;span&gt;The OPPAA is a member-driven industry organization focused on supporting manufacturers, distributors, and suppliers of aftermarket and OEM replacement parts for outdoor power equipment&lt;/span&gt;&lt;span style="line-height: 20.925px;"&gt;.&lt;/span&gt;&lt;/p&gt;  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=2773158&amp;amp;k=14&amp;amp;r=https%3A%2F%2Fblog.ams-insights.com%2Foutdoor-power-parts-accessories-association-oppaa-partners-with-ams-on-data-driven-insights-survey&amp;amp;bu=https%253A%252F%252Fblog.ams-insights.com&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <category>Heavy Equipment</category>
      <category>Agriculture and Fisheries</category>
      <category>Consumer Durables</category>
      <pubDate>Wed, 13 May 2026 11:00:00 GMT</pubDate>
      <guid>https://blog.ams-insights.com/outdoor-power-parts-accessories-association-oppaa-partners-with-ams-on-data-driven-insights-survey</guid>
      <dc:date>2026-05-13T11:00:00Z</dc:date>
      <dc:creator>Juli Lin</dc:creator>
    </item>
    <item>
      <title>Kristyn Corrigan Appointed Treasurer of PDMA Executive Board</title>
      <link>https://blog.ams-insights.com/kristyn-corrigan-appointed-treasurer-of-pdma-executive-board</link>
      <description>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://blog.ams-insights.com/kristyn-corrigan-appointed-treasurer-of-pdma-executive-board" title="" class="hs-featured-image-link"&gt; &lt;img src="https://blog.ams-insights.com/hubfs/KC%20PDMA%20Appt%202026%20Blog%20and%20LinkedIn%20Post%20-%20Apr%202026.png" alt="Graphic of Kristyn Corrigan next to text reading out blog title" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;&lt;span style="line-height: 20.925px;"&gt;Kristyn Corrigan, Principal and leader of the Insights for Innovation practice at Applied Marketing Science (AMS), was recently appointed to the Executive Board of the Product Development and Management Association (PDMA).&lt;/span&gt;&lt;/p&gt;</description>
      <content:encoded>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://blog.ams-insights.com/kristyn-corrigan-appointed-treasurer-of-pdma-executive-board" title="" class="hs-featured-image-link"&gt; &lt;img src="https://blog.ams-insights.com/hubfs/KC%20PDMA%20Appt%202026%20Blog%20and%20LinkedIn%20Post%20-%20Apr%202026.png" alt="Graphic of Kristyn Corrigan next to text reading out blog title" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;&lt;span style="line-height: 20.925px;"&gt;Kristyn Corrigan, Principal and leader of the Insights for Innovation practice at Applied Marketing Science (AMS), was recently appointed to the Executive Board of the Product Development and Management Association (PDMA).&lt;/span&gt;&lt;/p&gt;  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=2773158&amp;amp;k=14&amp;amp;r=https%3A%2F%2Fblog.ams-insights.com%2Fkristyn-corrigan-appointed-treasurer-of-pdma-executive-board&amp;amp;bu=https%253A%252F%252Fblog.ams-insights.com&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <category>News</category>
      <category>Kristyn Corrigan</category>
      <pubDate>Thu, 23 Apr 2026 14:09:14 GMT</pubDate>
      <guid>https://blog.ams-insights.com/kristyn-corrigan-appointed-treasurer-of-pdma-executive-board</guid>
      <dc:date>2026-04-23T14:09:14Z</dc:date>
      <dc:creator>Juli Lin</dc:creator>
    </item>
    <item>
      <title>How Manufacturers are Reinventing Innovation with AI-Powered VOC</title>
      <link>https://blog.ams-insights.com/how-manufacturers-are-reinventing-innovation-with-ai-powered-voc</link>
      <description>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://blog.ams-insights.com/how-manufacturers-are-reinventing-innovation-with-ai-powered-voc" title="" class="hs-featured-image-link"&gt; &lt;img src="https://blog.ams-insights.com/hubfs/MAPI%20Webinar%20LinkedIn%20Post%20-%20May%202026%20(1200%20x%20627%20px).png" alt="How Manufacturers are Reinventing Innovation with&amp;nbsp;AI-Powered VOC" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;&lt;span style="line-height: 20.925px;"&gt;Today’s manufacturing R&amp;amp;D and innovation teams face growing pressure to uncover unmet customer needs faster, with greater accuracy, and at lower cost. But traditional Voice of the Customer (VOC) approaches can be time consuming, resource heavy, and vulnerable to human bias. &lt;/span&gt;&lt;/p&gt;</description>
      <content:encoded>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://blog.ams-insights.com/how-manufacturers-are-reinventing-innovation-with-ai-powered-voc" title="" class="hs-featured-image-link"&gt; &lt;img src="https://blog.ams-insights.com/hubfs/MAPI%20Webinar%20LinkedIn%20Post%20-%20May%202026%20(1200%20x%20627%20px).png" alt="How Manufacturers are Reinventing Innovation with&amp;nbsp;AI-Powered VOC" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;&lt;span style="line-height: 20.925px;"&gt;Today’s manufacturing R&amp;amp;D and innovation teams face growing pressure to uncover unmet customer needs faster, with greater accuracy, and at lower cost. But traditional Voice of the Customer (VOC) approaches can be time consuming, resource heavy, and vulnerable to human bias. &lt;/span&gt;&lt;/p&gt;  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=2773158&amp;amp;k=14&amp;amp;r=https%3A%2F%2Fblog.ams-insights.com%2Fhow-manufacturers-are-reinventing-innovation-with-ai-powered-voc&amp;amp;bu=https%253A%252F%252Fblog.ams-insights.com&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <category>Chemicals, Coating and Additives</category>
      <category>Engineered Products and Components</category>
      <category>Heavy Equipment</category>
      <category>Manufacturing</category>
      <category>Building Materials and Durables</category>
      <category>Consumer Durables</category>
      <category>Machine Learning/AI</category>
      <category>Voice of the Customer</category>
      <category>Kristyn Corrigan</category>
      <pubDate>Wed, 15 Apr 2026 17:25:50 GMT</pubDate>
      <guid>https://blog.ams-insights.com/how-manufacturers-are-reinventing-innovation-with-ai-powered-voc</guid>
      <dc:date>2026-04-15T17:25:50Z</dc:date>
      <dc:creator>Juli Lin</dc:creator>
    </item>
    <item>
      <title>Featured in MIT Sloan’s Ideas Made to Matter: AMS Leads the Way in the AI for VOC Revolution</title>
      <link>https://blog.ams-insights.com/featured-in-mit-sloans-ideas-made-to-matter-ams-leads-the-way-in-the-ai-for-voc-revolution</link>
      <description>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://blog.ams-insights.com/featured-in-mit-sloans-ideas-made-to-matter-ams-leads-the-way-in-the-ai-for-voc-revolution" title="" class="hs-featured-image-link"&gt; &lt;img src="https://blog.ams-insights.com/hubfs/MIT%20Sloan%20Article%20-%20AMS%20Supervised%20Finetuned%20LLM%20-%20Blog%20image%20Nov%202025.png" alt="Featured in MIT Sloan’s Ideas Made to Matter: AMS Leads the Way in&amp;nbsp;the&amp;nbsp;AI&amp;nbsp;for VOC Revolution" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;&lt;span&gt;A recent&amp;nbsp;&lt;/span&gt;&lt;a href="https://mitsloan.mit.edu/ideas-made-to-matter/large-language-models-can-help-professionals-identify-customer-needs"&gt;&lt;i&gt;&lt;span&gt;Ideas Made to Matter&lt;/span&gt;&lt;/i&gt;&lt;/a&gt;&lt;span&gt;&amp;nbsp;article from MIT Sloan highlights new research from MIT and Northwestern showing that an AI model purpose-built for Voice of the Customer (VOC) analysis,&amp;nbsp;and co-developed with Applied Marketing Science (AMS),&amp;nbsp;can match the accuracy of trained human&amp;nbsp;analysts&amp;nbsp;in identifying and classifying customer needs. The AMS team played a key role:&amp;nbsp;supporting the study’s design, providing VOC&amp;nbsp;expertise, and&amp;nbsp;validating&amp;nbsp;the results.&lt;/span&gt;&lt;span&gt;&amp;nbsp;&lt;/span&gt;&lt;/p&gt;</description>
      <content:encoded>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://blog.ams-insights.com/featured-in-mit-sloans-ideas-made-to-matter-ams-leads-the-way-in-the-ai-for-voc-revolution" title="" class="hs-featured-image-link"&gt; &lt;img src="https://blog.ams-insights.com/hubfs/MIT%20Sloan%20Article%20-%20AMS%20Supervised%20Finetuned%20LLM%20-%20Blog%20image%20Nov%202025.png" alt="Featured in MIT Sloan’s Ideas Made to Matter: AMS Leads the Way in&amp;nbsp;the&amp;nbsp;AI&amp;nbsp;for VOC Revolution" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;&lt;span&gt;A recent&amp;nbsp;&lt;/span&gt;&lt;a href="https://mitsloan.mit.edu/ideas-made-to-matter/large-language-models-can-help-professionals-identify-customer-needs"&gt;&lt;i&gt;&lt;span&gt;Ideas Made to Matter&lt;/span&gt;&lt;/i&gt;&lt;/a&gt;&lt;span&gt;&amp;nbsp;article from MIT Sloan highlights new research from MIT and Northwestern showing that an AI model purpose-built for Voice of the Customer (VOC) analysis,&amp;nbsp;and co-developed with Applied Marketing Science (AMS),&amp;nbsp;can match the accuracy of trained human&amp;nbsp;analysts&amp;nbsp;in identifying and classifying customer needs. The AMS team played a key role:&amp;nbsp;supporting the study’s design, providing VOC&amp;nbsp;expertise, and&amp;nbsp;validating&amp;nbsp;the results.&lt;/span&gt;&lt;span&gt;&amp;nbsp;&lt;/span&gt;&lt;/p&gt;  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=2773158&amp;amp;k=14&amp;amp;r=https%3A%2F%2Fblog.ams-insights.com%2Ffeatured-in-mit-sloans-ideas-made-to-matter-ams-leads-the-way-in-the-ai-for-voc-revolution&amp;amp;bu=https%253A%252F%252Fblog.ams-insights.com&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <category>Machine Learning/AI</category>
      <category>Voice of the Customer</category>
      <pubDate>Thu, 20 Nov 2025 18:43:38 GMT</pubDate>
      <guid>https://blog.ams-insights.com/featured-in-mit-sloans-ideas-made-to-matter-ams-leads-the-way-in-the-ai-for-voc-revolution</guid>
      <dc:date>2025-11-20T18:43:38Z</dc:date>
      <dc:creator>Juli Lin</dc:creator>
    </item>
    <item>
      <title>How Product Managers Can Gain Competitive Advantage Using Voice of the Customer and AI: Insights from John Mitchell on Product Mastery Now</title>
      <link>https://blog.ams-insights.com/how-product-managers-can-gain-competitive-advantage-using-voice-of-the-customer-and-ai-insights-from-john-mitchell-on-product-mastery-now</link>
      <description>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://blog.ams-insights.com/how-product-managers-can-gain-competitive-advantage-using-voice-of-the-customer-and-ai-insights-from-john-mitchell-on-product-mastery-now" title="" class="hs-featured-image-link"&gt; &lt;img src="https://blog.ams-insights.com/hubfs/JM%20Podcast%20Episode%20-%20Nov%202025%20(1200%20x%20627%20px).png" alt="How Product Managers Can Gain Competitive Advantage Using Voice of the Customer and AI: Insights from John Mitchell&amp;nbsp;on&amp;nbsp;Product Mastery Now" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;&lt;span&gt;Ready to&amp;nbsp;learn how to&amp;nbsp;harness AI and transform customer feedback into&amp;nbsp;a competitive&amp;nbsp;advantage?&amp;nbsp;The latest episode of the Product Mastery Now podcast, hosted by seasoned product leader and educator Chad McAllister, Ph.D., and featuring Applied Marketing Science (AMS) President and Managing Principal &lt;a href="https://ams-insights.com/our-consultants/john-mitchell"&gt;John Mitchell&lt;/a&gt;,&amp;nbsp;dives into&amp;nbsp;just that.&lt;/span&gt;&lt;span&gt;&amp;nbsp;&lt;/span&gt;&lt;/p&gt;</description>
      <content:encoded>&lt;div class="hs-featured-image-wrapper"&gt; 
 &lt;a href="https://blog.ams-insights.com/how-product-managers-can-gain-competitive-advantage-using-voice-of-the-customer-and-ai-insights-from-john-mitchell-on-product-mastery-now" title="" class="hs-featured-image-link"&gt; &lt;img src="https://blog.ams-insights.com/hubfs/JM%20Podcast%20Episode%20-%20Nov%202025%20(1200%20x%20627%20px).png" alt="How Product Managers Can Gain Competitive Advantage Using Voice of the Customer and AI: Insights from John Mitchell&amp;nbsp;on&amp;nbsp;Product Mastery Now" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"&gt; &lt;/a&gt; 
&lt;/div&gt; 
&lt;p&gt;&lt;span&gt;Ready to&amp;nbsp;learn how to&amp;nbsp;harness AI and transform customer feedback into&amp;nbsp;a competitive&amp;nbsp;advantage?&amp;nbsp;The latest episode of the Product Mastery Now podcast, hosted by seasoned product leader and educator Chad McAllister, Ph.D., and featuring Applied Marketing Science (AMS) President and Managing Principal &lt;a href="https://ams-insights.com/our-consultants/john-mitchell"&gt;John Mitchell&lt;/a&gt;,&amp;nbsp;dives into&amp;nbsp;just that.&lt;/span&gt;&lt;span&gt;&amp;nbsp;&lt;/span&gt;&lt;/p&gt;  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=2773158&amp;amp;k=14&amp;amp;r=https%3A%2F%2Fblog.ams-insights.com%2Fhow-product-managers-can-gain-competitive-advantage-using-voice-of-the-customer-and-ai-insights-from-john-mitchell-on-product-mastery-now&amp;amp;bu=https%253A%252F%252Fblog.ams-insights.com&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <category>Machine Learning/AI</category>
      <category>Voice of the Customer</category>
      <category>John Mitchell</category>
      <pubDate>Tue, 18 Nov 2025 16:30:20 GMT</pubDate>
      <guid>https://blog.ams-insights.com/how-product-managers-can-gain-competitive-advantage-using-voice-of-the-customer-and-ai-insights-from-john-mitchell-on-product-mastery-now</guid>
      <dc:date>2025-11-18T16:30:20Z</dc:date>
      <dc:creator>Juli Lin</dc:creator>
    </item>
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