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    <title>DEV Community: Anuradha Nithin</title>
    <description>The latest articles on DEV Community by Anuradha Nithin (@anuradha_nithin_d58b40cd0).</description>
    <link>https://dev.to/anuradha_nithin_d58b40cd0</link>
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      <title>DEV Community: Anuradha Nithin</title>
      <link>https://dev.to/anuradha_nithin_d58b40cd0</link>
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    <item>
      <title>How to Attribute Traffic From AI Overviews and Chatbots</title>
      <dc:creator>Anuradha Nithin</dc:creator>
      <pubDate>Fri, 05 Dec 2025 08:30:06 +0000</pubDate>
      <link>https://dev.to/anuradha_nithin_d58b40cd0/how-to-attribute-traffic-from-ai-overviews-and-chatbots-55a2</link>
      <guid>https://dev.to/anuradha_nithin_d58b40cd0/how-to-attribute-traffic-from-ai-overviews-and-chatbots-55a2</guid>
      <description>&lt;p&gt;Ever wondered where those mysterious new website visits come from nowadays? If your analytics show unexplained spikes or odd “direct” hits, you might be getting traffic from AI Overviews and chatbots. Let’s break down what this means and how you can track it clearly.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why AI Traffic Matters (And Why It’s Tricky)
&lt;/h2&gt;

&lt;p&gt;With tools like Google’s AI Overviews and chatbots (think ChatGPT or Perplexity AI), you’re part of a new wave of discovery. But they don’t always hand you a neat referral label. That means you must work a little smarter to claim credit for this traffic in your reports.&lt;/p&gt;

&lt;p&gt;Here’s the core challenge:&lt;/p&gt;

&lt;p&gt;AI overview, traffic attribution, and chatbot traffic attribution get muddled because users land on your content after seeing AI-generated summaries or recommendations, but analytics tools may treat this as “direct” traffic.&lt;/p&gt;

&lt;p&gt;Simple Ways to Track AI-driven Traffic&lt;/p&gt;

&lt;p&gt;Let’s make it easy—here’s what you can do right now:&lt;/p&gt;

&lt;p&gt;Add UTM parameters:&lt;br&gt;
Tag URLs with identifiers like utm_source=ai_overview or utm_source=chatbot. This makes it much easier to spot hits from those sources in Google Analytics and similar tools.&lt;br&gt;
Monitor sudden direct spikes:&lt;br&gt;
Did your site get a flood of untagged, direct traffic after showing up in an AI summary? That’s a clue.&lt;br&gt;
Check server logs for unusual referrals:&lt;br&gt;
Sometimes, AI chatbots or platforms show up as quirky “referral” sources. Keep an eye out for names like “copilot.microsoft.com” or “chat.openai.com.”&lt;br&gt;
Use content monitoring tools:&lt;br&gt;
Specialized platforms or plugins can sometimes help identify citations or links used in AI snapshots.&lt;/p&gt;

&lt;p&gt;Pro tip: Consistency matters. Always tag the key pages you want to track for AI attribution.&lt;/p&gt;
&lt;h2&gt;
  
  
  Making Sense of Your AI Traffic
&lt;/h2&gt;

&lt;p&gt;Okay, you’ve spotted some traffic spikes and odd referrals, now what?&lt;br&gt;
Time to analyze and measure AI-driven traffic. Here’s how:&lt;/p&gt;

&lt;p&gt;Segment your analytics by source and landing page.&lt;br&gt;
Compare traffic, conversion rates, and engagement for those AI-tagged sessions.&lt;br&gt;
Look for patterns: maybe blog posts about trending topics get more AI attention, or chatbot users bounce less.&lt;/p&gt;

&lt;p&gt;This is all about adapting your measurement mindset. With AI search traffic tracking, the old rules don’t always apply, so be flexible!&lt;/p&gt;
&lt;h2&gt;
  
  
  AI Chatbots: How to Attribute Their Traffic
&lt;/h2&gt;

&lt;p&gt;Chatbot referrals can be sneakier, but there are proven tricks:&lt;/p&gt;

&lt;p&gt;Look for chatbot domains in your referral reports.&lt;br&gt;
Use unique or shortened links only shared with chatbots.&lt;br&gt;
Watch for engagement signals, like time on page or scroll depth reveal real humans visiting from AI recommendations.&lt;br&gt;
Consider reaching out to your audience: a simple survey or pop-up can ask, “Did you find us via an AI chatbot?”&lt;/p&gt;

&lt;p&gt;Remember, most AI-driven referrals come from the “big three”: ChatGPT, Perplexity, and Gemini. Focus your attention on tracking these platforms for the best results.​&lt;/p&gt;
&lt;h2&gt;
  
  
  Quick Callout Box:
&lt;/h2&gt;

&lt;p&gt;Don’t ignore small wins. If you run a niche site, a few extra clicks from AI Overviews or chatbots can add up fast.​&lt;/p&gt;
&lt;h2&gt;
  
  
  Key Takeaways
&lt;/h2&gt;

&lt;p&gt;AI Overviews and chatbots can bring plenty of new visitors, but you need good tracking habits.&lt;br&gt;
UTM tags, manual monitoring, and smart content tools help you attribute this traffic.&lt;br&gt;
Most AI-generated referrals come from ChatGPT, Perplexity, and Gemini.&lt;br&gt;
Segment your analytics, look for referral patterns, and adapt your measurement approach.&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;Ready to track every click from AI search and chatbots?&lt;br&gt;
Get more insights with NK Leadify; your go-to partner for AI search traffic tracking and digital growth.&lt;br&gt;
&lt;/p&gt;


&lt;/blockquote&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Contact us today to see how you can start measuring and optimizing your website’s AI-driven traffic smarter!

&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



</description>
      <category>webdev</category>
      <category>ai</category>
      <category>security</category>
    </item>
    <item>
      <title>GEO vs. Traditional SEO: What’s the Real Difference?</title>
      <dc:creator>Anuradha Nithin</dc:creator>
      <pubDate>Tue, 08 Jul 2025 09:36:59 +0000</pubDate>
      <link>https://dev.to/anuradha_nithin_d58b40cd0/geo-vs-traditional-seo-whats-the-real-difference-514</link>
      <guid>https://dev.to/anuradha_nithin_d58b40cd0/geo-vs-traditional-seo-whats-the-real-difference-514</guid>
      <description>&lt;p&gt;SEO has undergone significant changes in the past few years. Search engines are no longer just showing links—they’re giving answers, summaries, and suggestions right on the results page. If your strategy still only focuses on keywords and backlinks, you might be missing out.&lt;/p&gt;

&lt;p&gt;That’s where GEO comes in.&lt;/p&gt;

&lt;p&gt;Let’s break down what GEO vs Traditional SEO really means, and why it matters for getting seen in today’s search results.&lt;/p&gt;

&lt;h2&gt;
  
  
  What Is GEO in SEO?
&lt;/h2&gt;

&lt;p&gt;GEO stands for Generative Engine Optimization. It’s a newer way of thinking about SEO, built for AI-powered search tools like Google’s SGE (Search Generative Experience).&lt;/p&gt;

&lt;p&gt;Instead of just trying to rank #1 on Google, GEO helps your content show up in the AI-generated answers users see at the top of the page. These results are often summaries pulled from different sources, and they show up before the regular links.&lt;/p&gt;

&lt;p&gt;So, if you’re wondering what GEO is in SEO, it’s all about making your content helpful, clear, and trustworthy enough to be chosen by AI when it creates those instant answers.&lt;/p&gt;

&lt;h2&gt;
  
  
  What Is Traditional SEO?
&lt;/h2&gt;

&lt;p&gt;Traditional SEO is the classic approach. It focuses on:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Choosing the right keywords&lt;/li&gt;
&lt;li&gt;Optimizing page titles, headers, and content&lt;/li&gt;
&lt;li&gt;Improving page speed&lt;/li&gt;
&lt;li&gt;Building backlinks&lt;/li&gt;
&lt;li&gt;Using structured data&lt;/li&gt;
&lt;li&gt;Making your site mobile-friendly&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;These things still matter. They help your site rank in the regular search results—the ones we’ve been chasing for years.&lt;/p&gt;

&lt;p&gt;But search is evolving, and so should your strategy.&lt;/p&gt;

&lt;h2&gt;
  
  
  GEO vs Traditional SEO: A Quick Comparison
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ftak1432edicgcps18vc4.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ftak1432edicgcps18vc4.jpg" alt=" " width="800" height="600"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Why GEO Matters in 2025
&lt;/h2&gt;

&lt;p&gt;More and more users are getting answers without clicking anything. These are called zero-click searches. It’s when Google shows a full answer on the page, so people never even visit a website.&lt;/p&gt;

&lt;p&gt;If your content isn’t showing up in those AI-generated boxes, you’re invisible.&lt;/p&gt;

&lt;p&gt;That’s why people are now talking about SEO for AI-driven results. GEO helps your brand stay visible, even when clicks are no longer guaranteed.&lt;/p&gt;

&lt;h2&gt;
  
  
  Should You Use GEO or Stick to Traditional SEO?
&lt;/h2&gt;

&lt;p&gt;Honestly, you need both.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;**Traditional SEO **helps your site stay healthy and rank in regular results.&lt;/li&gt;
&lt;li&gt;**GEO **helps your content show up in new spaces, like AI-generated answers and voice search results.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The smartest approach is to blend the two. Write content that both search engines and AI systems can understand, trust, and share.&lt;/p&gt;

&lt;h2&gt;
  
  
  Final Thoughts
&lt;/h2&gt;

&lt;p&gt;Search engines are changing fast. If you want to stay ahead, your strategy needs to evolve, too.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;GEO helps you show up in AI-generated answers&lt;/li&gt;
&lt;li&gt;Traditional SEO keeps your site ranking in organic results&lt;/li&gt;
&lt;li&gt;Zero-click searches are growing—don’t let them leave you behind&lt;/li&gt;
&lt;li&gt;Combine both to stay visible across all types of search&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Want help getting your content featured in today’s AI-powered search results?&lt;/p&gt;

&lt;p&gt;Let’s talk about how we can improve your GEO and traditional SEO together. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://www.nkleadify.com/contact-us/" rel="noopener noreferrer"&gt;Click here to get started →&lt;br&gt;
&lt;/a&gt;&lt;/p&gt;

</description>
      <category>seo</category>
      <category>searchengine</category>
    </item>
    <item>
      <title>Top Digital Marketing Agency for Business Growth</title>
      <dc:creator>Anuradha Nithin</dc:creator>
      <pubDate>Tue, 25 Mar 2025 11:54:42 +0000</pubDate>
      <link>https://dev.to/anuradha_nithin_d58b40cd0/top-digital-marketing-agency-for-business-growth-3bd8</link>
      <guid>https://dev.to/anuradha_nithin_d58b40cd0/top-digital-marketing-agency-for-business-growth-3bd8</guid>
      <description>&lt;p&gt;Growing a business in the digital age requires more than just a great product or service. It demands a strong online presence and an effective marketing strategy. That’s where a digital marketing agency comes in. The right agency can help you attract customers, improve brand visibility, and increase revenue. But with so many options available, how do you choose a digital marketing agency that truly understands your needs? Let’s break it down.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why Digital Marketing is Essential for Growth
&lt;/h2&gt;

&lt;p&gt;Digital marketing helps businesses connect with their target audience. It uses SEO, social media marketing, Google Ads, and content marketing to drive traffic and generate leads. Without the right digital marketing plan, businesses struggle to stay ahead of competitors.&lt;/p&gt;

&lt;p&gt;Small businesses, in particular, need cost-effective strategies to compete with big brands. Affordable SEO services allow small businesses to rank higher on search engines and attract more organic traffic, which leads to better visibility and increased conversions.&lt;/p&gt;

&lt;h2&gt;
  
  
  How to Choose a Digital Marketing Agency
&lt;/h2&gt;

&lt;p&gt;Selecting the right digital marketing agency can be overwhelming. There are many options, but not all agencies offer the same level of service. Here’s what to look for:&lt;/p&gt;

&lt;h2&gt;
  
  
  1. Experience and Expertise
&lt;/h2&gt;

&lt;p&gt;A good agency has experience in multiple areas, including SEO, social media marketing, and paid ads. Check their portfolio and case studies to see if they have worked with businesses like yours.&lt;/p&gt;

&lt;h2&gt;
  
  
  2. Custom Strategies
&lt;/h2&gt;

&lt;p&gt;Every business is unique. The agency should offer customized plans instead of a one-size-fits-all approach. Personalized marketing plans bring better results.&lt;/p&gt;

&lt;h2&gt;
  
  
  3. Transparency and Communication
&lt;/h2&gt;

&lt;p&gt;A reliable agency keeps you updated on progress. They should provide clear reports and explain strategies in simple terms. Avoid agencies that hide details or use vague reports.&lt;/p&gt;

&lt;h2&gt;
  
  
  4. Proven Results
&lt;/h2&gt;

&lt;p&gt;Look for agencies with a track record of success. Read client testimonials and reviews. An agency with positive feedback is more likely to deliver the best results.&lt;/p&gt;

&lt;h2&gt;
  
  
  5. Affordable Services
&lt;/h2&gt;

&lt;p&gt;For small businesses, the budget is a big concern. Affordable SEO services for small businesses should provide value without cutting corners. Compare pricing and services before making a decision.&lt;/p&gt;

&lt;h2&gt;
  
  
  Services a Top Digital Marketing Agency Offers
&lt;/h2&gt;

&lt;p&gt;A top agency offers a range of services to help businesses grow. These include:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;SEO (Search Engine Optimization)&lt;/strong&gt;: Improves website rankings and increases organic traffic.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Social Media Marketing&lt;/strong&gt;: Builds brand awareness and engages with customers.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Google Ads &amp;amp; PPC&lt;/strong&gt;: Drives instant traffic and leads through paid advertising.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Content Marketing&lt;/strong&gt;: Creates valuable content that attracts and retains customers.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Website Development&lt;/strong&gt;: Ensures your website is user-friendly and optimized for search engines.&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;A full-service agency provides all these solutions under one roof. This makes marketing easier and more effective for business owners.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Impact of a Strong Digital Marketing Strategy
&lt;/h2&gt;

&lt;p&gt;A well-executed digital marketing strategy brings several benefits:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Increased website traffic&lt;/li&gt;
&lt;li&gt;More leads and conversions&lt;/li&gt;
&lt;li&gt;Better brand visibility&lt;/li&gt;
&lt;li&gt;Higher return on investment&lt;/li&gt;
&lt;li&gt;Stronger customer relationships&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Businesses that invest in digital marketing see long-term success. A strong online presence helps them stay ahead in a competitive market.&lt;/p&gt;

&lt;h2&gt;
  
  
  Partner with the Right Agency for Success
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://www.nkleadify.com/" rel="noopener noreferrer"&gt;Choosing the right agency&lt;/a&gt; can make a huge difference in your business growth. If you’re looking to improve your online presence, it’s time to hire a digital marketing agency that understands your needs.&lt;/p&gt;

&lt;p&gt;Brands like NK Leadify specialize in creating customized strategies that drive real results. With expertise in SEO, social media marketing, and paid ads, they help businesses scale effectively.&lt;/p&gt;

&lt;p&gt;Take the next step towards growth. Work with a team that puts your business first and delivers measurable success.&lt;/p&gt;

</description>
      <category>webdev</category>
      <category>programming</category>
      <category>beginners</category>
      <category>tutorial</category>
    </item>
    <item>
      <title>How to Optimize Your eCommerce Store for Voice Search</title>
      <dc:creator>Anuradha Nithin</dc:creator>
      <pubDate>Tue, 04 Mar 2025 14:07:42 +0000</pubDate>
      <link>https://dev.to/anuradha_nithin_d58b40cd0/how-to-optimize-your-ecommerce-store-for-voice-search-2hf6</link>
      <guid>https://dev.to/anuradha_nithin_d58b40cd0/how-to-optimize-your-ecommerce-store-for-voice-search-2hf6</guid>
      <description>&lt;p&gt;Voice search is changing how people shop online. With smart assistants like Alexa, Siri, and Google Assistant, more users are searching with their voice instead of typing. Stay ahead, you need to optimize your store for voice search using smart eCommerce SEO strategies.&lt;/p&gt;

&lt;p&gt;This guide will show you simple and effective ways to boost your rankings and attract more customers.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why Does Voice Search Matter for eCommerce?
&lt;/h2&gt;

&lt;p&gt;Voice search is growing fast. More than 50% of online searches now use voice. Mobile shopping is also rising, and many users prefer voice search over typing.&lt;/p&gt;

&lt;p&gt;Here’s why voice search is important for your business:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Faster searches: People speak faster than they type.&lt;/li&gt;
&lt;li&gt;Higher conversion rates: Voice search users are ready to buy.&lt;/li&gt;
&lt;li&gt;Better user experience: It makes shopping easier and more convenient.&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  1. Use Conversational, Long-Tail Keywords
&lt;/h2&gt;

&lt;p&gt;Voice searches sound natural and are usually longer than typed searches. Instead of searching for "best running shoes," a voice user might say, "What are the best running shoes for long distances?"&lt;/p&gt;

&lt;p&gt;How to optimize:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Use long-tail keywords that sound like real questions.&lt;/li&gt;
&lt;li&gt;Add phrases like "how," "what," "best," and "near me."&lt;/li&gt;
&lt;li&gt;Check Google’s People Also Ask and AnswerThePublic for common voice search questions.&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  2. Make Your Website Mobile-Friendly and Fast
&lt;/h2&gt;

&lt;p&gt;Most voice searches happen on mobile devices. Google ranks mobile-friendly websites higher, so your site must work well on phones and tablets.&lt;/p&gt;

&lt;p&gt;How to improve:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Use a responsive design so your site adjusts to any screen.&lt;/li&gt;
&lt;li&gt;Speed up your website by compressing images and removing unnecessary scripts.&lt;/li&gt;
&lt;li&gt;Use Google PageSpeed Insights to check your speed and make improvements.&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  3. Optimize for Local SEO
&lt;/h2&gt;

&lt;p&gt;Many voice searches are about local businesses. For example, someone might ask, "Where can I buy organic skincare near me?"&lt;/p&gt;

&lt;p&gt;To improve local SEO:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Claim and update your Google My Business listing.&lt;/li&gt;
&lt;li&gt;Use location-based keywords in your content and meta tags.&lt;/li&gt;
&lt;li&gt;Ask customers to leave reviews to boost credibility.&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  4. Get Featured Snippets on Google
&lt;/h2&gt;

&lt;p&gt;Smart assistants often pull answers from Google’s Featured Snippets (the top search result that appears in a box).&lt;/p&gt;

&lt;p&gt;How to rank for snippets:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Use clear and direct answers to common questions.&lt;/li&gt;
&lt;li&gt;Format content with headings, bullet points, and short paragraphs.&lt;/li&gt;
&lt;li&gt;Add FAQ sections to answer voice search queries.&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  5. Use Schema Markup for Better Search Results
&lt;/h2&gt;

&lt;p&gt;Schema Markup helps search engines understand your website better. It can improve your chances of showing up in voice search results.&lt;br&gt;
Add schema markup for:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Products: Show details like price, reviews, and availability.&lt;/li&gt;
&lt;li&gt;FAQs: Highlight common questions and answers.&lt;/li&gt;
&lt;li&gt;Reviews: Display star ratings and testimonials in search results.&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  6. Improve Your Website’s Usability
&lt;/h2&gt;

&lt;p&gt;A smooth shopping experience keeps customers coming back. Make sure your site is easy to use.&lt;/p&gt;

&lt;p&gt;How to improve:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Enable voice search on your website for easy navigation.&lt;/li&gt;
&lt;li&gt;Organize your categories and filters so users can find products quickly.&lt;/li&gt;
&lt;li&gt;Use chatbots and AI assistants to answer customer questions instantly.&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Boost Your Sales with eCommerce SEO.
&lt;/h2&gt;

&lt;p&gt;Voice search is just one part of a strong eCommerce SEO strategy. If you want more traffic and sales, check out our guide on “&lt;a href="https://www.nkleadify.com/how-to-boost-sales-with-e-commerce-seo/" rel="noopener noreferrer"&gt;How to Boost Sales with E-commerce SEO&lt;/a&gt;”.&lt;/p&gt;

&lt;h2&gt;
  
  
  Conclusion
&lt;/h2&gt;

&lt;p&gt;Voice search is growing, and online stores that optimize for it will gain a big advantage. By using conversational keywords, mobile-friendly design, local SEO, and schema markup, you can improve your search rankings and attract more customers.&lt;/p&gt;

&lt;p&gt;Want expert help with your eCommerce SEO? NK Leadify specializes in strategies that increase traffic and sales.&lt;a href="https://www.nkleadify.com/contact-us/" rel="noopener noreferrer"&gt; Contact NK Leadify today&lt;/a&gt; and take your store to the next level!&lt;/p&gt;

</description>
      <category>webdev</category>
      <category>beginners</category>
      <category>tutorial</category>
      <category>career</category>
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