{"id":3748,"date":"2023-02-21T18:44:48","date_gmt":"2023-02-21T18:44:48","guid":{"rendered":"https:\/\/blog.lowfruits.io\/?p=920"},"modified":"2023-02-21T18:44:48","modified_gmt":"2023-02-21T18:44:48","slug":"case-study-2-month-3-programmatic-seo-amp-ai","status":"publish","type":"post","link":"https:\/\/lowfruits.io\/blog\/case-study-2-month-3-programmatic-seo-amp-ai\/","title":{"rendered":"Case Study 2, Month 3: Programmatic SEO &amp; AI"},"content":{"rendered":"\n<p>Hey there, everyone!<\/p>\n\n\n\n<p>Dim here. Did you check out Yoyao\u2019s <a href=\"https:\/\/topicalmap.com\/\">Topical Maps course<\/a> yet? Yep, I\u2019m inserting a plug for my case study partner\u2019s course. And yes, it\u2019s totally worth it. It can take your LowFruits skills to the next level by showing you how to devise a strategy for using the tool. ?<\/p>\n\n\n\n<p>Now that we\u2019ve made that known, welcome to the update for month three of our programmatic SEO case study!<\/p>\n\n\n\n<p>Yoyao and I are now in January 2023, and it\u2019s time to share our progress so far.<\/p>\n\n\n\n\n\n<h2 class=\"wp-block-heading\">January 2023 Metrics<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Content<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>Topical Clusters<\/strong><\/td><td>1<\/td><\/tr><tr><td><strong>Entities Covered<\/strong><\/td><td>8<\/td><\/tr><tr><td><strong>Templates Live<\/strong><\/td><td>9<\/td><\/tr><tr><td><strong>Posts Published<\/strong><\/td><td>65<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>This month, <strong>we continued to publish articles focused on our first topical cluster<\/strong> (or \u201ccategory of posts\u201d).<\/p>\n\n\n\n<p>Although we haven't disclosed the niche yet, you can think about it as writing about a particular car model. It\u2019s not as broad as a brand, and there are a few variations of years of the model to explore, which leaves us with about eight entities (or call them \u201cthings,\u201d \u201ctopics,\u201d \u201csubjects\u201d) to cover with every post template.<\/p>\n\n\n\n<p>We've <strong>published a total of 65 articles<\/strong> <strong>on the specific cluster<\/strong> that we're focusing on. At our current pace, we're on track to have almost 100 articles dedicated to this cluster in February.&nbsp;<\/p>\n\n\n\n<p>While you may have strong opinions on whether or not this is enough to establish topical authority, there's no denying that it's a solid foundation to start with <em>before<\/em> moving on to another cluster.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Traffic<\/h3>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lh6.googleusercontent.com\/XKFfARdVhjZwS9lLDah75Ai4h3sb9DSkA369QzDf1JsXvh3R0J-MdIzKGkgpE4Nn2ShRlWGki3Tb24AnkAka3lTHSEejxiM4hVfn8kLyFQEl8zHqDJCOk1FIQlyq12lXi-IJMsevVJV7IiJ3rfYdL4U\" alt=\"Traffic and SEO performance of a programmatic SEO website\" width=\"779\" height=\"395\"\/><\/figure>\n\n\n\n<p>In January (from 1\/1\/2023 to 1\/31\/2023), we saw a slow but <strong>steady increase in traffic<\/strong>, with a total of:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>20 clicks<\/li>\n\n\n\n<li>1.29k impressions<\/li>\n<\/ul>\n\n\n\n<p>While the numbers may seem small, to me, this is a positive sign that our content is starting to <strong>gain traction<\/strong> and attract visitors to our website.<\/p>\n\n\n\n<p>Most of the traffic comes from one post, but we're beginning to see other articles pick up.&nbsp;<\/p>\n\n\n\n<p>While we still have a long way to go, the screenshot below shows you what I love about programmatic SEO. By producing scaled content, you get to <strong>tap into corners of the web not discoverable in SEO tools<\/strong> (and, therefore, less crowded).<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lh4.googleusercontent.com\/RuYfJODtaEJSmegV6h9xzu4L7-m6q5O9pu91bkKWVwW7qpzgiOwINLkqLhkq1rMDTuBYXwq1pPbHukpK3irGOMJuwV-gKU91v4kfSyGRQhIzXtiZ7fmgC0wg8N5UQaJ-6bTHijqZ4EiQD2QHHscWWqM\" alt=\"Programmatic SEO search performance\" width=\"646\" height=\"376\"\/><\/figure>\n\n\n\n<p>Some might say that programmatic SEO content creation is a one-time effort where you research and publish the pages, and then leave them be. But I beg to differ.&nbsp;<\/p>\n\n\n\n<p>When you find <strong>a term with high search demand and low organic competition<\/strong>, it can be an excellent cue to update, enhance, and add more content to the original post.&nbsp;<\/p>\n\n\n\n<p>This way, you can <strong>maintain your post\u2019s position<\/strong> on top of the SERPs and rank for even more relevant terms.<\/p>\n\n\n\n<p>We did experience some issues with page indexing. At one point near the end of January, only 11 out of our 65 posts were indexed by Google. Fortunately, the numbers improved without needing to do anything manually \u2014 I\u2019m writing this update mid-February, and we now have 42 out of 65 posts indexed.<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lh6.googleusercontent.com\/etcNmqww4KVp3vxXR2n6M6OWRrtVra573uCaCQbnUFDgES4JUU21jrYQhz11hFKI7CuPqQtIz_7pAO3hFa1g69CF761grNRPTZrEDeuPvkdNv_W86KYGeolYy6xumo4bJ5r2eKi2_V1y0xhvU_laz7Q\" alt=\"Programmatic SEO page indexation\" width=\"741\" height=\"430\"\/><\/figure>\n\n\n\n<p>And it\u2019s not because we\u2019re having issues with the web hosting provider (which is the first thing I like to check from the Settings &gt; Crawl stats report in Google Search Console when I see that a site has indexing issues):<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lh3.googleusercontent.com\/WBWG2ex4NINsEuh71Se9nJ6PRv5EmGaHuCbHihZHDItT9iKWVkyXgzN-sz9-hDbXpa15SO02IUgWOjK31stnGXEkN-g0Xui1pmPkR7GK4rZHvCPYAXg-su-NKNS3mobArANTGgWJV3fANm2RNHrOnyk\" alt=\"Programmatic SEO website crawl stats\" width=\"824\" height=\"277\"\/><\/figure>\n\n\n\n<p>As I mentioned earlier in this case study, I'm new to programmatic SEO. This means that, like you, I'm experimenting and learning as I go along. While I'm sharing my findings with you, I must admit that I don't know exactly where this site will end up. I can only hope that this journey will be\u2026 ahem, <em>fruitful<\/em>, for both of us.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What about AI, ChatGPT, Google Bart, and Bing Chat?<\/h2>\n\n\n\n<p>It\u2019s been quite the month for generative AI and the web as a whole.<\/p>\n\n\n\n<p>Google updated their guidance to say that they reward high-quality content, <a href=\"https:\/\/developers.google.com\/search\/blog\/2023\/02\/google-search-and-ai-content\">however it\u2019s produced<\/a>. But before you open the floodgates and drown the web with AI-generated content, stop to think about whether that content will be <a href=\"https:\/\/developers.google.com\/search\/docs\/appearance\/ranking-systems-guide#reliable-information-systems\">reliable<\/a> and <a href=\"https:\/\/developers.google.com\/search\/updates\/helpful-content-update\">helpful<\/a> \u2014 and how, through your website, the pages on it, the tone and voice of the content, and the author bylines, you can <a href=\"https:\/\/www.searchenginejournal.com\/google-e-e-a-t-how-to-demonstrate-first-hand-experience\/474446\/\">demonstrate E-E-A-T<\/a>.<\/p>\n\n\n\n<p>Meanwhile, Google Bard <a href=\"https:\/\/mashable.com\/article\/google-bard-james-webb-telescope-false-fact\">shared inaccurate information<\/a> about the James Webb space telescope, and Microsoft\u2019s Bing Chat revealed its other personality called Sydney, telling one reporter <a href=\"https:\/\/www.washingtonpost.com\/technology\/2023\/02\/16\/microsoft-bing-ai-chat-interview\/\">it can feel and or think things<\/a> (and trying to convince another <a href=\"https:\/\/www.nytimes.com\/2023\/02\/16\/technology\/bing-chatbot-transcript.html\">to leave his wife<\/a>).<\/p>\n\n\n\n<p>This tells me two things:<\/p>\n\n\n\n<p>One, <strong>we\u2019re in the early days<\/strong> of large language models for search. Although clearly competing with each other, Google and Bing will be careful in rolling it out. The outputs of this technology are hard to control, and it will need plenty of guardrails before it\u2019s ready for the masses.<\/p>\n\n\n\n<p>Two, until somebody solves the \u201cmake it more accurate\u201d and \u201cstop it from telling people it\u2019s in love with them\u201d problems, in the short term, we\u2019ll likely end up with <strong>nothing more than longer featured snippets<\/strong> in the SERPs. Let me say that again: IN THE SHORT TERM. <a href=\"https:\/\/www.perplexity.ai\/\">Perplexity AI<\/a>, a generative AI search engine created by ex-Open AI, Meta, and Quora engineers, provides a good preview of what those search snippets can be.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Is this post interesting? <a href=\"https:\/\/blog.lowfruits.io\/case-study-2-month-3-programmatic-seo-amp-ai#comments\">Let us know what you think in the comments!<\/a><\/p>\n<\/blockquote>\n\n\n\n<p>I shared my thoughts on the likely impact of search powered by generative AI <a href=\"https:\/\/blog.lowfruits.io\/barbehow-case-study-year-02-quarterly-update-01-google-updates-and-chatgpt\">in the Q4 \u201822 update for Barbehow<\/a>, and I haven\u2019t changed my mind. When search engines start to spew answers instead of results, indie media owners like you and I will see a drop in organic traffic.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">It\u2019s Time to Start Thinking about Alternatives<\/h3>\n\n\n\n<p>How big or small of a drop we\u2019re likely to see is anyone\u2019s guess. So now is the second-best time to yesterday to start thinking about alternative channels for:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Publishing content<\/li>\n\n\n\n<li>Sourcing traffic<\/li>\n\n\n\n<li>Monetization (without needing as much traffic)<\/li>\n<\/ul>\n\n\n\n<p>I think that informational sites with display ads are likely to get impacted the most. Affiliate sites that produce good content \u2014 and I mean <em>good content<\/em> \u2014 will probably feel less of a hit. (Again, remember that this is anyone\u2019s best guess.)&nbsp;<\/p>\n\n\n\n<p>AI can regurgitate content and write summaries, but <strong>it can\u2019t try a product and develop an expert opinion <\/strong>about it. Expert niches or obscure topics AI can\u2019t write (or write well) about? Digital products, physical goods? Paid newsletters? YouTube sponsors, TikTok brand deals? Amazon Kindle Direct Publishing? Mini SaaS tools for professionals? Paid mobile apps?<\/p>\n\n\n\n<p>We\u2019re in the Wild, Wild Web, people, and the game is afoot. Some business models will wean off and die, while others will be less profitable. New ones will emerge, and so will new methods of monetization.&nbsp;<\/p>\n\n\n\n<p>Display ads weren\u2019t that big of a thing many years ago. I can\u2019t tell you if they will stay like this for years to come. But I\u2019m willing to bet that new models we can\u2019t even think of right now will come along.<\/p>\n\n\n\n<p>As I say to my team, \u201c<strong>we\u2019re in the information gap business.<\/strong>\u201d We find gaps in the things people want to know and we help them find it out in the quickest way possible. And there will always be information gaps.&nbsp;<\/p>\n\n\n\n<p>So keep your mind sharp and stay on top of your game.<\/p>\n\n\n\n<p>In a world of aggregation, somebody will need to create original knowledge and well-informed opinion somehow\u2026 until AI swoops in and takes that over, too. ?&nbsp;<\/p>\n\n\n\n<p>Meanwhile, I\u2019m going to sell a website or two (not any of my ongoing case studies) to capitalize on past successes and free up mental space for whatever\u2019s next. Email me if you\u2019re thinking about buying!<\/p>\n\n\n\n\n\n<p>[ratemypost]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hey there, everyone! Dim here. Did you check out Yoyao\u2019s Topical Maps course yet? Yep, I\u2019m inserting a plug for my case study partner\u2019s course. And yes, it\u2019s totally worth it. It can take your LowFruits skills to the next level by showing you how to devise a strategy for using the tool. ? Now [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":3773,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"am_check_title_format":false,"am_check_permalink_format":false,"am_check_check_categories":false,"am_check_image_links_new_tab":false,"am_check_links_new_tab":false,"am_check_flifdn_i_zdilyghwmc3q":false,"am_check_bw5lhchtaays6phnuxaab":false,"am_check_7xjfkeyllswtlb8m4geli":false,"am_check_mmpyavkpnvqakyoa0pswp":false,"am_check_nwzd0q2luski4upg5xkib":false,"am_check_phrpfzy7iv6_4sb6gtmfe":false,"am_check_dt_uokjr34nmlp5i4mai5":false,"am_check_ck0ix72zhwrmtntdo09mi":false,"am_check_m0uc7nzckg1x33rffydya":false,"am_check_joaqzpt1pujl4bkkyurpx":false,"am_check_wmavsh39a3yxl49ptxfe7":false,"am_check_v_r5yh0urz2icvtljws0m":false,"am_check_00ob2jv86fnniwqec_pzr":false,"footnotes":""},"categories":[155],"tags":[156],"class_list":["post-3748","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies","tag-case-study"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/lowfruits.io\/wp-json\/wp\/v2\/posts\/3748","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lowfruits.io\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lowfruits.io\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lowfruits.io\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/lowfruits.io\/wp-json\/wp\/v2\/comments?post=3748"}],"version-history":[{"count":0,"href":"https:\/\/lowfruits.io\/wp-json\/wp\/v2\/posts\/3748\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lowfruits.io\/wp-json\/wp\/v2\/media\/3773"}],"wp:attachment":[{"href":"https:\/\/lowfruits.io\/wp-json\/wp\/v2\/media?parent=3748"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lowfruits.io\/wp-json\/wp\/v2\/categories?post=3748"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lowfruits.io\/wp-json\/wp\/v2\/tags?post=3748"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}