{"id":7833,"date":"2026-04-14T22:29:49","date_gmt":"2026-04-15T02:29:49","guid":{"rendered":"http:\/\/data-mania.com\/blog\/?p=7833"},"modified":"2026-04-14T22:29:49","modified_gmt":"2026-04-15T02:29:49","slug":"gpt-3-ai-examples-the-good-the-bad-and-the-ugly-af","status":"publish","type":"post","link":"https:\/\/www.data-mania.com\/blog\/gpt-3-ai-examples-the-good-the-bad-and-the-ugly-af\/","title":{"rendered":"GPT-3 AI Examples &#8211; The Good, The Bad and The Ugly AF"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">In a world of GPT-3 AI-generated content, are writers even needed? In a recent business experiment, I set out to answer this question.<\/span><a href=\"https:\/\/ctt.ac\/dMiJ4\" target=\"_blank\" rel=\"noopener\"><br \/>\n<\/a><\/p>\n<p><img decoding=\"async\" class=\"wp-image-7842 aligncenter lazyload\" data-src=\"http:\/\/data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/2021-YouTube-Thumbnails-1024x576-1.jpg\" alt=\"GPT-3 AI examples\" width=\"730\" height=\"411\" data-pin-nopin=\"true\" data-srcset=\"https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/2021-YouTube-Thumbnails-1024x576-1.jpg 1024w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/2021-YouTube-Thumbnails-300x169-1.jpg 300w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/2021-YouTube-Thumbnails-768x432-1.jpg 768w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/2021-YouTube-Thumbnails-90x51-1.jpg 90w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/2021-YouTube-Thumbnails-1536x864-1.jpg 1536w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/2021-YouTube-Thumbnails-600x338-1.jpg 600w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/2021-YouTube-Thumbnails-1154x649-1.jpg 1154w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/2021-YouTube-Thumbnails.jpg 1920w\" data-sizes=\"auto, (max-width: 730px) 100vw, 730px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 730px; --smush-placeholder-aspect-ratio: 730\/411;\" \/><\/p>\n<p><span style=\"font-weight: 400;\">If you\u2019re wondering, <\/span><i><span style=\"font-weight: 400;\">who am I to tell you anything about GPT-3 AI?<\/span><\/i><span style=\"font-weight: 400;\"> Well, I\u2019m Lillian Pierson, and I help data professionals become world-class data leaders and entrepreneurs &#8211; to date I\u2019ve trained over 1 million data professionals on the topics of data science and AI. I\u2019m a data scientist turned data entrepreneur, and I\u2019ve been testing out GPT-3 AI for about 3 months now in my data business, Data-Mania.\u00a0<\/span><\/p>\n<p><em><span style=\"font-weight: 400;\">If you prefer to read instead of watch then, read on&#8230;<\/span><\/em><\/p>\n<p><span style=\"font-weight: 400;\">For the best data leadership and business-building advice on the digital block, subscribe to my newsletter below and I\u2019ll make sure you get notified when a new blog installment gets released (each week). \ud83d\udc47<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><!-- ConvertKit: Unauthorized --><\/span><\/p>\n<p><a href=\"https:\/\/ctt.ac\/dMiJ4\" target=\"_blank\" rel=\"noopener\">\u00a0<\/a><\/p>\n<p><span style=\"font-weight: 400;\">As a data entrepreneur, I spend a TON of my time, energy, and financial resources on creating content. From podcast episodes to YouTube scripts, to emails and social media posts, content creation eats up a huge chunk of my week.<\/span><\/p>\n<blockquote>\n<p><span style=\"font-weight: 400;\">So when I heard about GPT-3 AI copy services, I was curious to know: <strong>would this be a useful tool in my business?<\/strong><\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><strong>Would I be able to 10x my content production rates? Replace freelance writers?<\/strong><\/p>\n<\/blockquote>\n<p><span style=\"font-weight: 400;\">Rather than simply buying into the online hype, I wanted to conduct my own research &#8211; and today, I want to share it with you. Whether you\u2019re a data entrepreneur, data professional, or simply a fellow data geek who LOVES reading about <\/span><a href=\"http:\/\/data-mania.com\/blog\/13-of-the-smartest-artificial-intelligence-companies-according-to-forbes\/\"><span style=\"font-weight: 400;\">the smartest AI companies<\/span><\/a><span style=\"font-weight: 400;\">, read on to get the full scoop on GPT-3 AI and how I believe it will shape the content writing industry.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In this article, we\u2019ll cover:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">What is GPT-3 AI?<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">The pros of GPT-3<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">The cons of GPT-3<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">3 guidelines to use GPT-3 while maintaining brand integrity<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Will GPT-3 change the content writing industry?\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Let\u2019s get started.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">What is GPT-3 AI?\u00a0<\/span><\/h2>\n<p><i><span style=\"font-weight: 400;\">First of all, what is GPT-3 AI? <\/span><\/i><span style=\"font-weight: 400;\">GPT-3 is a model for human-like language production written in Python. It uses large amounts of texts crawled from the web to create similar, but unique content. Since it was developed by OpenAI and released for public use in June of 2020,\u00a0 there have been TONS of data entrepreneurs creating SAAS products that run off of GPT-3.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Some of the most common GPT-3 AI content services are Copy.ai and WriteSonic. I conducted my experiment using Writesonic.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Pros of GPT-3 AI<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Alright, let&#8217;s start with the good.\u00a0<\/span><\/p>\n<ul>\n<li><b>Great for Product Descriptions<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">During my experiment, I have to say I was genuinely impressed by the product description snippets I was able to create using Write Sonic\u2019s GPT-3 AI service.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">All I needed to do was input the name of my product (in this case, it was my free Data Superhero Quiz) as well as add product info such as features and benefits. All I did was copy and paste some bullet points from my sales page and I was good to go.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">And wow! With the click on a button, I had ten high-quality product descriptions to pull from. The service was even suggesting some features and benefits I hadn\u2019t even thought of.\u00a0<\/span><\/p>\n<ul>\n<li><b>Unique and Anonymous<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">A big pro to using GPT-3 AI content is that everything it spits out is completely unique. There\u2019s no need to worry about plagiarized content. Also, the service is totally anonymous &#8211; no one will know you\u2019re using AI so there\u2019s no need to worry about being judged.\u00a0<\/span><\/p>\n<ul>\n<li><b>Good ROI on Your Time and Money<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">After reviewing the product descriptions created by Writesonic, I have to admit I liked them a lot better than the ones I\u2019d written myself. Considering the fact they\u2019d taken me a good 10-20 minutes to write, PLUS I\u2019d purchased templates for $50 to speed up the process of writing them, the GPT-3 AI content is clearly better value. I had dozens of descriptions within just 30 seconds.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Overall, if you are looking for a tool to help you quickly and easily create short content snippets (i.e. product descriptions!) you should definitely add a tool like Copy.ai or Writesonic to your toolbox.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Cons of GPT-3 AI<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">While I had some successes with GPT-3 AI, I also had some total failures.\u00a0<\/span><\/p>\n<ul>\n<li><b>Lacks context<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Unfortunately, GPT-3 is not great at generating content if it doesn&#8217;t have the context directly from you.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I tried playing around with its article writing mode, which is still in beta.\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Essentially, you give it an outline and an introduction, and then it returns the entire article with all of the body copy.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">While technically the information may be <\/span><i><span style=\"font-weight: 400;\">factually<\/span><\/i><span style=\"font-weight: 400;\"> correct, it lacks context. It won\u2019t have the context needed for YOUR particular audience, so it won\u2019t be intelligible.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Information without context about WHY it matters to your customers is useless. They need to know why they should care and how what you\u2019re sharing will actually have an impact on their life. Without that, you\u2019re simply producing content for the sake of content, and adding to the noise.\u00a0<\/span><\/p>\n<ul>\n<li><b>In some cases, it gets things wrong.<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">While in some cases the information might be garbled and lacking context, in other instances, the content GPT-3 AI provides could be flat out wrong.<\/span><\/p>\n<h4><b>GPT-3 AI will lack the nuances about your industry that come naturally to you.<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">For example, when I was using Writesonic\u2019s article mode, one of the headings was \u201cWhat are the obligations of a Data Processor?\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">However, the body copy that GPT-3 produced did NOT correlate with the appropriate heading. Rather than telling me the obligations of a Data Processor, it gave me content about the role of a Data Protection Officer.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It brought up a totally different point. And while it may be related, if you had actually used this content on the web, it would\u2019ve reduced your credibility and put your brand in a bad light.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In short, <strong>I would straight up AVOID GPT-3 AI for article-writing or long-form content<\/strong>. You could potentially use it as a research tool, to help you uncover relevant topics you may not have thought of, but always be sure to dig deeper into those topics and not rely on what GPT-3 gives you.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">3 Guidelines To Make the Most of GPT-3<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Here are three recommendations and safety guidelines for you to use in order to make sure that you&#8217;re protecting your brand integrity and the quality of the content you produce when working with GPT-3.\u00a0<\/span><\/p>\n<ul>\n<li>\n<h3><b>Review GPT-3 AI Content Carefully\u00a0<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">GPT-3 is going to create a TON of content for you. It\u2019s up to you to pick and choose what is valuable, and to make sure everything is factually correct and appropriate.\u00a0<\/span><\/p>\n<ul>\n<li>\n<h3><b>Add Personalization<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Whatever content that GPT-3 gives you, you need to improve on it, add to it and <\/span><b>personalize it <\/b><span style=\"font-weight: 400;\">for your brand. You know your customers better than anyone else.\u00a0 I recommend seeing GPT-3 as more of a content research tool than as something to produce finished copy.<\/span><\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-9119 size-large lazyload\" data-src=\"http:\/\/data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/data-strategy-reminder-from-lillian-pierson-1024x576.jpg\" alt=\"Reminder when using GPT-3 AI tools\" width=\"1024\" height=\"576\" data-pin-nopin=\"true\" data-srcset=\"https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/data-strategy-reminder-from-lillian-pierson-1024x576.jpg 1024w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/data-strategy-reminder-from-lillian-pierson-300x169.jpg 300w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/data-strategy-reminder-from-lillian-pierson-768x432.jpg 768w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/data-strategy-reminder-from-lillian-pierson-90x51.jpg 90w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/data-strategy-reminder-from-lillian-pierson-1536x864.jpg 1536w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/data-strategy-reminder-from-lillian-pierson-600x338.jpg 600w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/data-strategy-reminder-from-lillian-pierson-1154x649.jpg 1154w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/03\/data-strategy-reminder-from-lillian-pierson.jpg 1067w\" data-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/576;\" \/><\/p>\n<ul>\n<li>\n<h3><b>Add Context<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">No one on this planet needs more random information. <\/span><b>What we need is meaning and context. <\/b><span style=\"font-weight: 400;\">So while the creators of GPT-3 are correct in saying it produces \u2018human-like text, it\u2019s not able to add the context readers need in order to create meaning in their lives.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Content without context doesn\u2019t compel readers to take action based on what they\u2019ve read &#8211; all it does is overwhelm them. Information for the sake of information simply adds to the noise &#8211; which is something all of us online content creators should be trying to avoid at all costs<\/span><a href=\"https:\/\/ctt.ac\/dMiJ4\" target=\"_blank\" rel=\"noopener\"><br \/>\n<b><\/b><\/a><\/p>\n<ul>\n<li>\n<h3><b>Listen to All Content Aloud<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">And last, but not least, rule number four is to listen to your end text aloud.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">You want to make sure that whatever content GPT-3 AI spits out, you\u2019re listening to out loud so you can make sure it\u2019s conversational and flows nicely. It\u2019ll also be an opportunity to double-check everything is factually correct.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">My favorite tool to do this is a <\/span><a href=\"https:\/\/www.youtube.com\/redirect?event=video_description&amp;redir_token=QUFFLUhqbkZtTDl1bGdWV3pwN0pZSVBwaVVtbHR0MTBHZ3xBQ3Jtc0tsUXRONkd3a3RRSXBlbzkydFluU3FiZDcxcE80RjNpVkR3Zkt1amxDT0sxWTJUQW00TWZiQkYzeTBUQzB6LW4wQXBOZExqYXhuSVNIX2lhRUlxZWlLaVNYS2l5VEtjdWg2MUVXeWlwVGxxSXk1aFVFOA&amp;q=https%3A%2F%2Fttsreader.com%2F\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">TTS reader.\u00a0<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">By following these guidelines, you\u2019ll be able to ensure that you can safely increase your content production WITHOUT harming your brand\u2019s reputation.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Will GPT-3 change the game for writers?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">After reviewing the results from my business experiment, I STILL believe that there is a need for highly skilled content writers. However, the rise of GPT-3 AI demonstrates how <\/span><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/ic\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">AI is certainly changing the content marketing landscape.\u00a0<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">While I do believe GPT-3 may replace low-level, unskilled writers (who, let&#8217;s be real, probably shouldn\u2019t be pursuing writing in the first place) businesses will continue to require writers who can deliver nuance, context, and meaning to their customers.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">At best, GPT-3 will become a tool that helps smart writers speed up their writing process and make their lives easier. They may use GPT-3 content as a starting point from which they can create highly personalized and meaningful content.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">At worst, the web could become flooded with GPT-3 AI generated that only adds noise to the already crowded<\/span><span style=\"font-weight: 400;\"> internet, significantly contributing to the overwhelm people are already experiencing when trying to find high-value information online.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In order to create long-form, meaningful content, GPT-3 AI content tools still have a long way to go, but they show promise as a tool to speed up businesses&#8217; content workflows.\u00a0<\/span><a href=\"https:\/\/ctt.ac\/dMiJ4\" target=\"_blank\" rel=\"noopener\"><br \/>\n<\/a><\/p>\n<h2><b>Get the Data Entrepreneur&#8217;s Toolkit (free)<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">If you love learning about this GPT-3 tool, then you&#8217;re also going to love our FREE Data Entrepreneur&#8217;s Toolkit. It\u2019s designed to help data professionals who want to start an online business and hit 6-figures in less than a year.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It&#8217;s our favorite 32 tools &amp; processes (that we use), which includes:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Marketing &amp; Sales Automation Tools, so you can generate leads and sales &#8211; even in your sleeping hours<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Business Process Automation Tools, so you have more time to chill offline, and relax.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Essential Data Startup Processes, so you feel confident knowing you&#8217;re doing the right things to build a data business that&#8217;s both profitable and scalable.<\/span><\/li>\n<\/ul>\n<h2><strong><a href=\"https:\/\/www.data-mania.com\/data-entrepreneur-toolkit\/\">Download the Data Entrepreneur&#8217;s Toolkit for $0 here<\/a><a href=\"https:\/\/ctt.ac\/dMiJ4\" target=\"_blank\" rel=\"noopener\">.<\/a><\/strong><\/h2>\n<p><a href=\"https:\/\/ctt.ac\/dMiJ4\" target=\"_blank\" rel=\"noopener\"><br \/>\n<img decoding=\"async\" data-src=\"http:\/\/data-mania.com\/blog\/wp-content\/uploads\/2021\/02\/youtube-click-to-tweet-banner-1024x256.png\" alt=\"\" width=\"1024\" height=\"256\" data-pin-nopin=\"nopin\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/256;\" \/> <\/a><\/p>\n<p>Share It On Twitter by Clicking This Link -&gt; <a href=\"https:\/\/ctt.ac\/dMiJ4\" target=\"_blank\" rel=\"noopener\">https:\/\/ctt.ac\/dMiJ4<\/a><\/p>\n<p>Watch It On YouTube Here:\u200b <a href=\"https:\/\/youtu.be\/Hs9c8IRN5ys\" target=\"_blank\" rel=\"noopener\">https:\/\/youtu.be\/Hs9c8IRN5ys<\/a><\/p>\n<p>NOTE: This description contains affiliate links. This will allow you to find the items mentioned in this video and support the channel at no cost to you. While this channel may earn minimal sums when the viewer uses the links, the viewer is in NO WAY obligated to use these links. Thank you for your support!<\/p>\n<hr\/>\n<p><em>Building a B2B startup growth engine? See how <a href=\"https:\/\/www.data-mania.com\/fractional-cmo-services\/\"><strong>Lillian Pierson works as a fractional CMO<\/strong><\/a> for tech startups navigating GTM, AI, and scale.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In a world of GPT-3 AI-generated content, are writers even needed? In a recent business experiment, I set out to answer this question. If you\u2019re wondering, who am I to tell you anything about GPT-3 AI? Well, I\u2019m Lillian Pierson, and I help data professionals become world-class data leaders and entrepreneurs &#8211; to date I\u2019ve [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":7842,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"gallery","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[582],"tags":[244,457,456],"class_list":["post-7833","post","type-post","status-publish","format-gallery","has-post-thumbnail","hentry","category-startups","tag-ai","tag-gpt-3","tag-gpt-3-ai-examples","post_format-post-format-gallery"],"_links":{"self":[{"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/posts\/7833","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/comments?post=7833"}],"version-history":[{"count":1,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/posts\/7833\/revisions"}],"predecessor-version":[{"id":20271,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/posts\/7833\/revisions\/20271"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/media\/7842"}],"wp:attachment":[{"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/media?parent=7833"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/categories?post=7833"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/tags?post=7833"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}