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","squaredImage":{"altText":"Voice of the Customer: Definition & Program Methodologies","localFile":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#f88868","images":{"fallback":{"src":"/static/846c7e931a0de480ef0397db5cc4f73c/b956e/voice_20of_20the_20customer.webp","srcSet":"/static/846c7e931a0de480ef0397db5cc4f73c/d1fa5/voice_20of_20the_20customer.webp 750w,\n/static/846c7e931a0de480ef0397db5cc4f73c/b956e/voice_20of_20the_20customer.webp 1024w","sizes":"100vw"},"sources":[]},"width":1,"height":0.4228515625}}}},"metaData":{"title":null,"description":"Discover how voice of the customer (VoC) programs can transform your business. By gathering specific feedback about your customers' preferences, needs, and experiences, you can enhance the customer experience, increase loyalty, and unlock market opportunities. Learn what VoC programs are and how to successfully implement one in your business"},"banner":{"title":"Voice of the Customer: Definition & Program Methodologies","showTitle":true,"image":{"altText":"Voice of the Customer: Definition & Program Methodologies","localFile":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#f88868","images":{"fallback":{"src":"/static/846c7e931a0de480ef0397db5cc4f73c/b956e/voice_20of_20the_20customer.webp","srcSet":"/static/846c7e931a0de480ef0397db5cc4f73c/d1fa5/voice_20of_20the_20customer.webp 750w,\n/static/846c7e931a0de480ef0397db5cc4f73c/b956e/voice_20of_20the_20customer.webp 1024w","sizes":"100vw"},"sources":[]},"width":1,"height":0.4228515625}}}}},"timeToRead":null,"sections":[{"fieldGroupName":"post_Acfpost_Sections_ArticleRichTextContent","content":"<p>Successful companies prioritize customers. They design products that meet customer needs, provide exceptional customer service, and build marketing campaigns around customer behaviors.</p>\n<p>To do this well, businesses need to know a lot about their customers. Demographic data and broadly available market research can tell you what certain populations tend to think, do, or prioritize, but that information is not specific to your business. It can’t tell you, for example, what your existing customers think of your company or what their specific needs are.</p>\n<p>Voice of the customer (VoC) programs fill this gap. By soliciting specific information about customer needs, VoC programs can help businesses improve the customer experience, increase customer loyalty, identify market opportunities, and boost sales. Here’s what VoC programs are and how you can successfully implement one.</p>\n<div class=\"marketing-block marketing-block--light marketing-block--padded\">\n<p class=\"heading--2\">Table of Contents</p>\n<ul>\n<li>What is “voice of the customer”?</li>\n<li>What to consider before starting a voice of the customer program</li>\n<li>How to gather voice of the customer feedback</li>\n<li>How to create a successful voice of the customer program</li>\n<li>How to analyze the success of a voice of customer program</li>\n</ul>\n</div>\n<h2 id=\"1\">What is “voice of the customer”?</h2>\n<p>Voice of the customer is a type of customer research program that gathers direct and indirect feedback about your customers’ preferences, needs, and experiences with your business.</p>\n<p>Voice of customer programs emphasize actionable insights and offer a basis for business owners to make changes based on findings. In many cases, they also involve following up with customers to address their feedback and communicate any changes.</p>\n<div class=\"marketing-block marketing-block--light marketing-block--padded\">\n<p class=\"heading--4\">Learn with Shopify</p>\n<p>Learn how to create exceptional customer service experiences at any stage in business. Taught by Mat Patterson, customer service evangelist at Help Scout, you&#8217;ll gain practical tips to help you make customer service a competitive advantage.</p>\n</div>\n<h2 id=\"2\">What to consider before starting a voice of the customer program</h2>\n<p>Before starting a voice of the customer program, consider your goals and what impact you’d ideally like to see. The first (and most obvious) reason a business would start one is to gain valuable insights into customer experience, which you can use to improve your customer satisfaction and ultimately increase revenue.</p>\n<p>You can also use voice of the customer programs to conduct audience and market research or support a specific business goal, like improving a particular offering or boosting performance in a certain market. In fact, voice of the customer programs are highly customizable—you can design yours to gather just about any type of customer feedback you might need.</p>\n<p>Business leaders often use voice of the customer programs to guide strategies that help their organizations achieve the following:</p>\n<ul>\n<li><strong>Better products or services.</strong> Understanding customer needs can help product development teams improve current offerings or capitalize and market opportunities.</li>\n<li><strong>More efficient sales and marketing efforts.</strong> Voice of customer data can provide immediate value for marketing and sales teams, allowing them to adjust campaign distribution channels and messaging to align with customer behaviors and preferences.</li>\n<li><strong>Improved customer experience. </strong>Businesses can use customer feedback to make the customer experience more enjoyable and seamless.</li>\n<li><strong>Increased customer loyalty </strong><strong>and </strong><strong>customer retention.</strong> Shaping your business practices around customer needs can help you provide more value to your existing customers, increasing the likelihood that they will remain loyal to and continue buying from your company.</li>\n</ul>\n<h2 id=\"3\">How to gather voice of the customer feedback</h2>\n<ol>\n<li>Customer interviews</li>\n<li>Focus groups</li>\n<li>Surveys</li>\n<li>Feedback forms</li>\n<li>Review analysis</li>\n</ol>\n<p>The right methodology to gather voice of the customer feedback depends on your desired outcome, available budget, and team’s capacity. Here’s an overview of five popular methods and the tools they require.</p>\n<h3 id=\"6\">1. Customer interviews</h3>\n<p>Customer interviews can be a heavy administrative lift, but they’re also a great way to gather direct input. Because interviews are a conversation, you can adjust your questions in real-time: If a customer says something particularly intriguing—like, for example, that they would recommend your product to everyone they know if it only had one additional feature—you or an employee will be right there to ask what that feature is.</p>\n<p>Daphne Williams, chief growth officer at Sweet Beginnings, found a lot of useful insights in customer interviews. “One-to-one interviews can be particularly insightful,” she says. “One interview I did, a customer brought our product and showed me where they purchased the product from, and what else is in their cabinet. That provides a certain level of insight as to what they actually purchase. It&#8217;s a good read to see what people say they do and what they really do.”</p>\n<p>Interviews can also help you improve customer relationships. Facilitators can use one-on-one interactions to establish rapport with customers, express gratitude, and answer any questions the customer might have.</p>\n<p>Businesses can conduct interviews over the phone, in person, or using video chat technology (like Zoom or Google Meet). You might also consider taking notes or having an assistant jot down the customer’s answers or any follow-up notes.</p>\n<h3 id=\"7\">2. Focus groups</h3>\n<p>Focus groups  are a market research technique in which a small number of people participate in a loosely structured discussion, often around brand perception, a current product or service, or a new idea.</p>\n<p>Focus groups offer some of the same benefits as one-on-one customer interviews. In both cases, facilitators can ask follow-up questions, pursue promising lines of inquiry, and build relationships through personal interaction. Unlike interviews, however, focus groups don’t take place in a vacuum—participants will react to each others’ comments and may either disagree or reach consensus, a dynamic that can help business owners anticipate the larger social conversation around an issue or initiative.</p>\n<p>Consider recording sessions so you can review customer insights in-depth at a later time. You can use a video camera or your computer’s native recording technology, using a screen recorder like Loom for virtual sessions, and using a transcription tool like Rev to simplify data processing.</p>\n<h3 id=\"8\">3. Surveys</h3>\n<p>In-person or online surveys are a common method of gathering voice of the customer feedback. The Net Promoter Score (NPS) survey is one popular example. NPS surveys ask customers how likely they would be to recommend a company, product, or service to a friend on a scale of one to 10, and use responses to generate a customer loyalty score.</p>\n<p>You can also target survey questions to individual objectives. For example, if you want to increase the effectiveness of your social media marketing campaigns, you might ask customers how often they use each social media channel.</p>\n<p>Ryan Zagata, founder of Brooklyn Bicycle Co., uses surveys to understand why customers don’t buy from his store: “To be frank, a lot of the best feedback is from people who didn&#8217;t buy our bikes. What we&#8217;ve learned is, obviously there&#8217;s a lot of bike brands out there that we compete with, but we compete more with somebody not buying anything. They don&#8217;t buy any bike as opposed to somebody buying a bike. We don&#8217;t lose to another brand as much as we lose to somebody not buying anything.”</p>\n<p>Ryan continues, “How do you find out when people don&#8217;t buy your product, what they did? Did they buy something else? Are they still saving up for it? We got all sorts of answers.”</p>\n<p>Tools like SurveyMonkey and Google Forms can help you gather quantitative and qualitative feedback and organize customer responses by question. You can also use a post-purchase survey tool like Grapevine to automate survey sends based on customer activity.</p>\n<h3 id=\"9\">4. Feedback forms</h3>\n<p>Including a customer feedback form on your website can help you gather direct feedback on an ongoing basis. Feedback forms also give customers a private way to lodge customer complaints, allowing your team to address issues without that information necessarily becoming public.</p>\n<p>If your web builder offers a native contact form application (like Shopify’s), you can customize it to solicit customer feedback. If not, use a plug-in like Formidable Forms or WPForms.</p>\n<h3 id=\"10\">5. Review analysis</h3>\n<p>Online customer review analysis is a common method to gather indirect feedback. Monitor popular review sites like Google Business, TrustPilot, Yelp, and Capterra for mentions of your company, gather reviews in a spreadsheet, and analyze results.</p>\n<p>Reviews are a type of qualitative feedback, which can make it hard to process data—particularly if you have a lot of them. You can use tools like MonkeyLearn to process text, automatically categorize reviews by sentiment, and extract quantitative insights.</p>\n<h2 id=\"4\">How to create a successful voice of the customer program</h2>\n<ol>\n<li>Determine your objectives and select a methodology</li>\n<li>Develop questions and collect customer feedback</li>\n<li>Analyze feedback</li>\n<li>Follow up</li>\n<li>Make changes to your products, services, or processes</li>\n</ol>\n<p>Implementing a voice of the customer program requires planning. Here’s how to start your own.</p>\n<h3 id=\"11\">1. Determine your objectives and select a methodology</h3>\n<p>Determine your objectives, which can be to understand how customers perceive your brand, test the concept for a new product or service, or learn more about customer behaviors. Think about what your desired outcome is from the feedback.</p>\n<p>Then, select a method for collecting data, considering your available resources and the type of customer input you need. If your goal is to evaluate your overall customer service efforts, you might select a low-cost method that will allow you to reach a large number of respondents, like an online customer survey. If you’re interested in testing the concept for a new product or service, you might organize a focus group to dig deeper into audience reactions.</p>\n<h3 id=\"12\">2. Develop questions and collect customer feedback</h3>\n<p>Develop your voice of the customer questions and use your selected methodology to collect and record customer feedback. VoC programs often aim to answer some versions of the following questions:</p>\n<ul>\n<li>What needs do your customers have?</li>\n<li>Which customer needs are you currently meeting, and how effectively?</li>\n<li>What customer needs are you not currently meeting that could potentially be solved by your company?</li>\n<li>Are your existing customers satisfied with your company?</li>\n<li>What are your customers’ expectations for a particular product or service category?</li>\n<li>What does a typical customer journey look like in your industry?</li>\n<li>What are your customers’ other interests?</li>\n<li>What are your customers’ media consumption habits?</li>\n</ul>\n<h3 id=\"13\">3. Analyze feedback</h3>\n<p>Analyze customer feedback, using digital tools as applicable. Depending on your voice of the customer methodology, you might review qualitative responses manually, process quantitative data, or combine both approaches.</p>\n<p>For example, if you asked your customers what they consider when making lunch for their children, you might review responses and find that nutrition, convenience, mess, and child preferences show up repeatedly. You can then use a data analysis tool to calculate the percentage of responses that name each factor.</p>\n<h3 id=\"14\">4. Follow up</h3>\n<p>Send an email thanking all respondents for their participation in your program. Follow up with unhappy customers to discuss their specific concerns, and address customer feedback as needed.</p>\n<h3 id=\"15\">5. Make changes to your products, services, or processes</h3>\n<p>Voice of the customer programs emphasize meaningful, data-informed action. Your research will tell you what’s working for your business and what’s not. To translate this information into improved business outcomes, you’ll need to adjust your business products, services, and processes based on findings. Address major problems and implement easy changes right away, and schedule time to plan and implement other adjustments over the following weeks or months.</p>\n<h2 id=\"5\">How to analyze the success of a voice of customer program</h2>\n<p>Businesses measure the voice of customer program success using both direct and indirect methods. At a high level, a VoC program is successful if your customers are happier and better served after it.</p>\n<ul>\n<li><strong>Indirect methods.</strong> This includes tactics like monitoring key performance indicators (KPIs) like customer churn, customer acquisition, and total sales. Improvements not related to other business activities or market forces can be at least partially attributed to your voice of the customer efforts.</li>\n<li><strong>Direct methods</strong>. More direct ways to measure voice of the customer is seeing if your initial methodology, findings, and corresponding actions generated your desired outcome. Did it receive enough responses? Was your internal team staffed to analyze it? Knowing this will help you either replicate your initial survey methods or adjust your strategy to gather new information.</li>\n</ul>\n<p>Your specific analysis process will depend on the method you choose to gather feedback. When analyzing VoC data, remember to:</p>\n<ul>\n<li><strong>Measure response rates. </strong>Evaluate your overall response rate and response rates by customer segment.</li>\n<li><strong>Process qualitative data.</strong> Identify trends or themes in responses and record key findings. You can use data analysis tools to quickly analyze open-ended responses.</li>\n<li><strong>Process quantitative data.</strong> Use data visualization tools to compare findings across questions and customer segments.</li>\n</ul>\n<div class=\"marketing-block marketing-block--light marketing-block--padded\">\n<div>\n<h2>Voice of the customer FAQ</h2>\n<div>\n<h3>What are some common challenges businesses face when implementing voice of the customer programs?</h3>\n<div>\n<div>\n<p>Common voice of the customer program challenges include the following:</p>\n<ul>\n<li>Limited internal resources</li>\n<li>Poorly defined goals</li>\n<li>Low response rates</li>\n<li>Difficulty processing feedback</li>\n</ul>\n</div>\n</div>\n</div>\n<div>\n<h3>How often should a company gather and analyze voice of the customer data?</h3>\n<div>\n<div>\n<p>Some companies implement ongoing voice of the customer programs (for example, through post-purchase surveys or customer review analysis) and process data monthly or quarterly. Many also repeat larger initiatives (like Net Promoter Score surveys) once or twice a year to monitor for changes and support continuous improvement.</p>\n</div>\n</div>\n</div>\n<div>\n<h3>What industries commonly use voice of the customer to improve their operations?</h3>\n<div>\n<div>\n<p>Voice of the customer programs are popular among companies across all industries. They can be particularly valuable for businesses that serve a large number of customers, because without a structured program, it’s difficult for these businesses to gather and process customer feedback.</p>\n<p>https://www.shopify.com/blog/voice-of-the-customer</p>\n</div>\n</div>\n</div>\n</div>\n</div>\n"}]},"page_header":{"background":null,"backgroundOpacity":100,"color":null,"fieldGroupName":"page_header","title":"Understanding Customer Voice","opacity":100,"position":"on","size":{"desktop":64,"tablet":null,"mobile":null},"spaces":{"top":null,"bottom":null,"leftright":null,"units":"em"}},"link":"/blog/voice-of-the-customer-definition-program-methodologies"},"allCategory":{"title":"Blog","link":"/blog"},"relatedPosts":{"subtitle":"You Will Be Interested","title":"Starting up starts here","posts":[{"id":"cG9zdDoxNjA3Nw==","title":"Shopify Updates 01/20/2025 – 01/27/2025","date":"30.01.2025","slug":"shopify-updates-01-20-2025-01-27-2025","categories":{"nodes":[{"id":"dGVybTox","name":"General Articles"}]},"levels":{"nodes":[]},"acfPost":{"fieldGroupName":"acfPost","excerpt":"Discover Shopify's latest updates! 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256w,\n/static/f0c3865203f0eb84451f04f5379021f7/bc282/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 512w,\n/static/f0c3865203f0eb84451f04f5379021f7/f1720/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 1024w,\n/static/f0c3865203f0eb84451f04f5379021f7/437a1/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 1536w,\n/static/f0c3865203f0eb84451f04f5379021f7/88b03/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" /><img loading=\"eager\" sizes=\"(max-width: 1024px) 100vw, 1024px\" srcset=\"/static/f0c3865203f0eb84451f04f5379021f7/85b06/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 256w,\n/static/f0c3865203f0eb84451f04f5379021f7/bc282/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 512w,\n/static/f0c3865203f0eb84451f04f5379021f7/f1720/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 1024w,\n/static/f0c3865203f0eb84451f04f5379021f7/437a1/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 1536w,\n/static/f0c3865203f0eb84451f04f5379021f7/88b03/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png 1920w\" src=\"/static/f0c3865203f0eb84451f04f5379021f7/f1720/A-weekly-inspirational-newsletter-1080-x-1080-px-1920-x-800-px-3.png\" alt=\"\" style=\"position:absolute;top:0;left:0;opacity:1;width:100%;height:100%;object-fit:cover;object-position:center\"/></picture></noscript></span></p>\n<p>&nbsp;</p>\n<h3 style=\"text-align: center;\"><strong>Shopify Updates 01/20/2025 &#8211; 01/27/2025</strong></h3>\n<h4><span style=\"font-weight: 400;\"><strong>Collective retailers can show multiple shipping rates and transit times at checkout</strong>.<br />\nRetailers can now display multiple shipping rates with estimated shipping dates at checkout. By default, you can automatically retrieve all rates provided by vendors, or customize the number of rates and their descriptions according to the store&#8217;s general policy.</span></h4>\n<h4><span style=\"font-weight: 400;\"><strong>File picker is now available on the variant detail page in admin</strong>.<br />\nShopify has added a unified file picker to select images on the variant detail page in admin, allowing merchants to access all images in their store when managing product variants.</span></h4>\n<h4><span style=\"font-weight: 400;\"><strong>Flow: New actions for working with metaobjects.</strong><br />\nFlow has more tools for working with metaobjects in workflows. In addition to the recent Metaobject entry created trigger Flow now offers the Get metaobject entries and “Get metaobject entry” actions. These actions make it easier to store data in metaobjects and retrieve them for use in workflows. For example, a metaobject can be used to manage a fraud denial list, which is then queried from Flow and used for the next steps sending internal email alerts or canceling orders. The Get metaobject entries action retrieves the list of entries for a metaobject from your store. In addition to the usual query fields, such as display name or update date, metaobjects can be queried by value. The Get metaobject entries action retrieves one record per handle.</span></h4>\n"}]},"page_header":{"background":null,"backgroundOpacity":100,"color":null,"fieldGroupName":"page_header","title":"Shopify Updates 01/20/2025 - 01/27/2025","opacity":100,"position":"on","size":{"desktop":64,"tablet":48,"mobile":32},"spaces":{"top":null,"bottom":null,"leftright":null,"units":"em"}},"link":"/blog/shopify-updates-01-20-2025-01-27-2025"},{"id":"cG9zdDoxNjA2Mw==","title":"AI Innovations: Music Analysis, DeepSeek-V3, and More","date":"28.01.2025","slug":"ai-innovations-music-analysis-deepseek-v3-and-more","categories":{"nodes":[{"id":"dGVybTox","name":"General Articles"}]},"levels":{"nodes":[]},"acfPost":{"fieldGroupName":"acfPost","excerpt":"Discover the latest AI advancements, including Mikrotakt's ability to dissect music tracks into individual components and China's DeepSeek-V3, a powerful AI model rivaling ChatGPT. From innovative image editing tools like Krea and Dzine to advanced language learning with Lingocat, explore the cutting-edge technologies transforming various industries.","squaredImage":{"altText":"","localFile":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#080818","images":{"fallback":{"src":"/static/9c207ed3c32f480a4c3502b2d7c00448/ae1c8/AI-NEWS-1.png","srcSet":"/static/9c207ed3c32f480a4c3502b2d7c00448/f054e/AI-NEWS-1.png 750w,\n/static/9c207ed3c32f480a4c3502b2d7c00448/ae1c8/AI-NEWS-1.png 1080w","sizes":"100vw"},"sources":[{"srcSet":"/static/9c207ed3c32f480a4c3502b2d7c00448/4f03f/AI-NEWS-1.webp 750w,\n/static/9c207ed3c32f480a4c3502b2d7c00448/4f506/AI-NEWS-1.webp 1080w","type":"image/webp","sizes":"100vw"}]},"width":1,"height":1}}}},"metaData":{"title":"AI Innovations: Mikrotakt, DeepSeek-V3, and More","description":"Explore the latest AI advancements in December 2024! Discover Mikrotakt's music analysis capabilities, China's DeepSeek-V3 model, innovative image editing tools, advanced language learning with Lingocat, and much more. Stay updated with cutting-edge AI technologies transforming various industries"},"banner":{"title":"AI Innovations: Music Analysis, DeepSeek-V3, and More","showTitle":true,"image":{"altText":"","localFile":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#080808","images":{"fallback":{"src":"/static/b1ad9dbe6a2ca6a57a95570b58b76806/b2890/StockCake-%25D0%2597%25D0%25BE%25D0%25BB%25D0%25BE%25D1%2582%25D0%25BE%25D0%25B9-%25D0%25BC%25D0%25B5%25D1%2582%25D0%25B0%25D0%25BB%25D0%25BB%25D0%25B8%25D1%2587%25D0%25B5%25D1%2581%25D0%25BA%25D0%25B8%25D0%25B9-%25D0%25B8%25D0%25B7%25D0%25B3%25D0%25B8%25D0%25B1_1737991548.jpg","srcSet":"/static/b1ad9dbe6a2ca6a57a95570b58b76806/a43ae/StockCake-%25D0%2597%25D0%25BE%25D0%25BB%25D0%25BE%25D1%2582%25D0%25BE%25D0%25B9-%25D0%25BC%25D0%25B5%25D1%2582%25D0%25B0%25D0%25BB%25D0%25BB%25D0%25B8%25D1%2587%25D0%25B5%25D1%2581%25D0%25BA%25D0%25B8%25D0%25B9-%25D0%25B8%25D0%25B7%25D0%25B3%25D0%25B8%25D0%25B1_1737991548.jpg 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src=\"data:image/png;base64,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\" 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style=\"position:absolute;top:0;left:0;width:100%;height:100%;object-fit:cover;object-position:center;opacity:1;transition:opacity 500ms\"/></picture><noscript><picture><source srcset=\"/static/11ec55989bfb8fbe249559f786b70c9c/85b06/AI-NEWS-2.png 256w,\n/static/11ec55989bfb8fbe249559f786b70c9c/bc282/AI-NEWS-2.png 512w,\n/static/11ec55989bfb8fbe249559f786b70c9c/f1720/AI-NEWS-2.png 1024w,\n/static/11ec55989bfb8fbe249559f786b70c9c/37bb0/AI-NEWS-2.png 1456w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" /><img loading=\"eager\" sizes=\"(max-width: 1024px) 100vw, 1024px\" srcset=\"/static/11ec55989bfb8fbe249559f786b70c9c/85b06/AI-NEWS-2.png 256w,\n/static/11ec55989bfb8fbe249559f786b70c9c/bc282/AI-NEWS-2.png 512w,\n/static/11ec55989bfb8fbe249559f786b70c9c/f1720/AI-NEWS-2.png 1024w,\n/static/11ec55989bfb8fbe249559f786b70c9c/37bb0/AI-NEWS-2.png 1456w\" src=\"/static/11ec55989bfb8fbe249559f786b70c9c/f1720/AI-NEWS-2.png\" alt=\"\" style=\"position:absolute;top:0;left:0;opacity:1;width:100%;height:100%;object-fit:cover;object-position:center\"/></picture></noscript></span></p>\n<p><strong>A new AI service for “parsing” music tracks.</strong></p>\n<p><span style=\"font-weight: 400;\">The Mikrotakt neural engine can split any track into vocals, instrumentals, bass, drums, and other audio tracks.</span></p>\n<p>In addition, you can upscale vocal tracks to clean up the voice and adjust the pitch. This feature is ideal for musicians and content makers.</p>\n<p><strong>The new Chinese model DeepSeek-V3 becomes a competitor to ChatGPT:</strong></p>\n<p><span style=\"font-weight: 400;\"> &#8211; registration requires only your email and password</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; the neural is quite fast: answers are generated in seconds</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; Thinking mode, where AI turns into an academic on any topic</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; the model can read diagrams and generate any texts</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; files of different sizes can be uploaded</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; the neuron is good at working with code</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; absolutely free</span></p>\n<p><strong>Hailuo AI from China</strong> can clone any voice without censorship in a few seconds. Its library includes more than 300 voices in different languages and intonations. The model also allows for full customization: you can change the tone, speed, and timbre and add sound effects.</p>\n<p><strong>The Chinese have released a worthy competitor to ChatGPT.</strong></p>\n<p><span style=\"font-weight: 400;\">The Qwen2.5-Plus chatbot provides accurate answers, can read documents and images, and is completely free of charge.</span></p>\n<p><span style=\"font-weight: 400;\"><strong>Krea</strong> allows rotating models in its “Photoshop”</span></p>\n<p><span style=\"font-weight: 400;\">Krea developers have come up with an incredible feature for their neuro-Photoshop: you can drop any object and edit its position in 3D space.</span></p>\n<p><span style=\"font-weight: 400;\"><strong>The Upscayl neuron</strong> has received a 16x upscale, so now it can save even the most hopeless photos. The download is free.</span></p>\n<p><span style=\"font-weight: 400;\"><strong>The Wegic neural</strong> network has become even cooler.</span></p>\n<p><span style=\"font-weight: 400;\">Now websites are generated in seconds, and all your edits can be made with simple queries.</span></p>\n<p><span style=\"font-weight: 400;\">You just throw in a promo and you have a perfectly(?) designed website.</span></p>\n<p><strong>A working AI meme generator.</strong></p>\n<p><span style=\"font-weight: 400;\">The Brainrot neuron follows trends, selects relevant images, and produces memes that are even funny to read. And all this is free.</span></p>\n<p><span style=\"font-weight: 400;\"><strong>Google has released a top free guide to AI agents</strong>.</span></p>\n<p><span style=\"font-weight: 400;\">It contains everything: basic knowledge, tools, architecture, training methods, and a step-by-step recipe for creating agents on LangChain and LangGraph.</span></p>\n<p><strong>It is a cool service for learning languages with an AI interlocutor.</strong></p>\n<p><span style=\"font-weight: 400;\">The Lingocat neuron imitates the native speaker, gives feedback, and has tasks to improve skills. And all this is free of charge.</span></p>\n<p><strong>The free neural from the Chinese outperforms(?) ChatGPT.</strong></p>\n<p><span style=\"font-weight: 400;\">A new model called R1 has been released that outperforms the best version of ChatGPT. R1 is twice as powerful as the previous version and it has literally everything you need: programming, math, rewriting, and everything else. It&#8217;s worth noting that if you look at the graph of how it “outperforms”, it doesn&#8217;t encourage you to switch from OpenAI to the Chinese neural.</span></p>\n<p><strong>Universal AI photo editor.</strong></p>\n<p><span style=\"font-weight: 400;\">Generating, replacing, or deleting details, styling, changing the background, and upscaling &#8211; and this is not the whole list of functions of the new and free Dzine neural.</span></p>\n<p><strong>Prompt generator for ChatGPT</strong></p>\n<p><span style=\"font-weight: 400;\">PromptEngine works according to the official recommendations of OpenAI. The service also supports other language models: Claude, Gemini, LLama, and Mistral, which can be selected from a list.</span></p>\n<p><strong>OpenAI President showed a feature for the o1 model.</strong></p>\n<p><span style=\"font-weight: 400;\">According to Greg Brockman, the o1 model works a bit differently than other types of AI, and to achieve high performance, you need to follow a certain plan in writing promos:</span></p>\n<p><span style=\"font-weight: 400;\"> the goal, response format, warning, and context.</span></p>\n<p><span style=\"font-weight: 400;\">(The Anatomy of an o1 Prompt attached an example image)</span></p>\n<p><strong>ChatGPT can now write first.</strong></p>\n<p><span style=\"font-weight: 400;\">The neuron will remind you of important things like a real assistant. For example, in the morning, it can provide a ready-made excuse for being late for work, and in the evening, a convincing explanation for a deadline shift.</span></p>\n<p><span style=\"font-weight: 400;\">So far, only 10 regular tasks are available, but by the end of the week, all paid users will receive the new feature.</span></p>\n<p><strong>OpenAI offers free tokens for ChatGPT.</strong></p>\n<p><span style=\"font-weight: 400;\">However, there is a caveat: in exchange, they ask for permission to use your promos to train models.</span></p>\n<p><span style=\"font-weight: 400;\">The offer lasts until the end of February. Pro users can get up to 1 million tokens per day, and mini-version users can get up to 10 million!</span></p>\n<p><strong>Trump has canceled Biden&#8217;s decree on control over AI development.</strong></p>\n<p><span style=\"font-weight: 400;\">The document, signed in 2023, required developers to share test results with the government to reduce risks. However, Republicans insisted that this restricted freedom of speech and hindered progress. Now, AI development is unrestricted again.</span></p>\n<p><strong>China will organize a competition between robots and humans</strong></p>\n<p><span style=\"font-weight: 400;\">In April, China will host the world&#8217;s first half marathon where people will compete with robots. The race will involve 12,000 runners and dozens of androids. Technology versus biology is a real race of the era.</span></p>\n<p><strong>AI tokens soar after the Stargate project announcement.</strong></p>\n<p><span style=\"font-weight: 400;\">On January 23, Trump announced a $500 billion investment from the private sector in the development of AI infrastructure in the United States. As part of this project, OpenAI, SoftBank, and Oracle will create a joint venture called Stargate. Immediately after this announcement, the AI and big data token market showed significant growth:</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; AI16Z and AI Rig Complex (ARC) grew by 30% per day</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; GRIFFAIN and ZEREBRO tokens doubled in price</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; MetamonkeyAi (MMAI) showed an increase of 152.25%</span></p>\n<p><span style=\"font-weight: 400;\">&#8211; FLock.io (FLOCK) &#8211; by 57%</span></p>\n<p><strong>The smartest o3-mini model will be free!</strong></p>\n<p><span style=\"font-weight: 400;\">Sam Altman said that this neural will be able to solve complex problems in programming, math, and data analysis &#8211; all for free.</span></p>\n<p><strong>Features of o3-mini:</strong></p>\n<p><span style=\"font-weight: 400;\"> &#8211; advanced analytical abilities</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; accelerated data processing speed</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; ease of use for everyone</span></p>\n<p><span style=\"font-weight: 400;\"> The release is planned for the near future.</span></p>\n<p><strong>Oracle founder supports AI totalitarianism</strong></p>\n<p><span style=\"font-weight: 400;\">Billionaire Larry Ellison stated that the total surveillance system with artificial intelligence based on cameras, drones, and police recorders will force citizens to “behave in the best way possible”.</span></p>\n<p><span style=\"font-weight: 400;\">Oracle has recently entered into a partnership with OpenAI and Softbank. Digital dystopia is becoming a reality.</span></p>\n<p><strong>The first Chinese base for robot training was opened in Shanghai</strong></p>\n<p><span style=\"font-weight: 400;\">They will learn to help around the house, play football, and assemble cars.</span></p>\n<p><span style=\"font-weight: 400;\">The data obtained in the process will be shared with various companies.</span></p>\n<p><span style=\"font-weight: 400;\">Currently, the center has more than 100 androids and plans to expand to a thousand by 2027.</span></p>\n<p><span style=\"font-weight: 400;\"><strong>ChatGPT can now create any kind of application</strong> &#8211; a new Canvas feature has been released that runs the code right in the browser.</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; There are no limits to ideas &#8211; we invent and ask AI to draw up a detailed project description.</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; Copy and paste the request into the chat with the neuron, but add the “/canvas” command at the end.</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; AI will produce a fully working application in React and HTML in a second &#8211; you can test it right away!</span></p>\n<p><span style=\"font-weight: 400;\"> &#8211; There are no limits or restrictions &#8211; you can even clone YouTube in your browser.</span></p>\n<p><span style=\"font-weight: 400;\">The feature is free.</span></p>\n<p><span style=\"font-weight: 400;\"><strong>Top 5 promos for working with any amount of information</strong> &#8211; the neural will squeeze out all the “water” from the source and give you only concise, verified facts:</span></p>\n<ol>\n<li><span style=\"font-weight: 400;\"> Select the most important points from the text.<br />\n</span>What are the most important facts, data, or formulas related to (topic)? Help me create a memorization technique to remember them easily.</li>\n<li><span style=\"font-weight: 400;\">Analyze your mistakes. </span>I made a mistake while practicing (skill). Can you explain what went wrong and how I can avoid making the same mistake in the future?</li>\n<li><span style=\"font-weight: 400;\">Apply knowledge in practice.<br />\n</span>Use your knowledge of (topic) to solve a real-world problem. Explain your thought process and share your solution</li>\n<li><span style=\"font-weight: 400;\"> Clearly distinguish between concepts and data.<br />\n</span>Compare and contrast (concept 1) and (concept 2) to understand their similarities and differences better. Use examples to illustrate your points.</li>\n<li><span style=\"font-weight: 400;\"> Get only relevant data.<br />\n</span>Help me stay updated on the latest developments and trends in (topic). What are some trustworthy resources I can follow to stay informed?</li>\n</ol>\n"}]},"page_header":{"background":null,"backgroundOpacity":100,"color":null,"fieldGroupName":"page_header","title":"AI Innovations: Music Analysis, DeepSeek-V3, and More","opacity":100,"position":"on","size":{"desktop":64,"tablet":48,"mobile":32},"spaces":{"top":null,"bottom":null,"leftright":null,"units":"em"}},"link":"/blog/ai-innovations-music-analysis-deepseek-v3-and-more"}]}}},
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