{"id":135307,"date":"2025-12-09T10:41:16","date_gmt":"2025-12-09T10:41:16","guid":{"rendered":"https:\/\/blog.finxter.com\/?p=1671549"},"modified":"2025-12-09T10:41:16","modified_gmt":"2025-12-09T10:41:16","slug":"be-a-reply-guy-on-x-the-80-20-math-of-growing-your-social-media-brand","status":"publish","type":"post","link":"https:\/\/sickgaming.net\/blog\/2025\/12\/09\/be-a-reply-guy-on-x-the-80-20-math-of-growing-your-social-media-brand\/","title":{"rendered":"Be a Reply Guy on X: The 80\/20 Math of Growing Your Social Media Brand"},"content":{"rendered":"<p><strong>My very<a href=\"https:\/\/x.com\/FinxterDotCom\"> limited time on X<\/a> has already shown that posts ranked by number of expression is highly non-linear. Maybe Zipf or Pareto distributed? <\/strong><\/p>\n<p>The <strong>first plot<\/strong> shows each post sorted by impressions (rank 1 = most impressions). You\u2019ll see a <strong>steep drop<\/strong> from the top few posts, then a <strong>long tail<\/strong> of low-impression posts.<\/p>\n<p>The point is: <\/p>\n<ul class=\"wp-block-list\">\n<li>post more stuff <\/li>\n<li>most posts will fail or get ~zero impressions <\/li>\n<li>some posts make all the difference<\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\">~20% of Posts\/Replies Generate ~80% of the Impressions<\/h2>\n<p>Post ranked by impressions is not quite Pareto distributed (would be a straight line):<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"511\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2025\/12\/image-22-1024x511.png\" alt=\"\" class=\"wp-image-1671551\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2025\/12\/image-22-1024x511.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2025\/12\/image-22-300x150.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2025\/12\/image-22-768x383.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2025\/12\/image-22.png 1026w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<p>The <strong>log\u2013log plot<\/strong> shows rank and impressions on logarithmic axes. If the points roughly line up on a straight downward-sloping line, that\u2019s a classic power-law\u2013like pattern.<\/p>\n<p>The distribution looks heavy-tailed &#8211; a small number of posts carry a large share of total impressions. <\/p>\n<h2 class=\"wp-block-heading\">Don&#8217;t Post &#8211; Be a Reply Guy<\/h2>\n<p>Also, replies have a much higher number of average impressions as compared to original posts. Smaller accounts should prioritize replies over posts.<\/p>\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"631\" height=\"132\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2025\/12\/image-23.png\" alt=\"\" class=\"wp-image-1671552\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2025\/12\/image-23.png 631w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2025\/12\/image-23-300x63.png 300w\" sizes=\"auto, (max-width: 631px) 100vw, 631px\" \/><\/figure>\n<p>If you want to grow your X account quickly, the best approach seems to be to reply to larger accounts. What to reply? Everything that comes to your mind. Just your authentic quick commentary. Don&#8217;t bother using AI &#8211; you&#8217;ll be too slow. Just use whatever comes to mind and increase your volume.<\/p>\n<p>If you want to learn more on how using AI can improve your life, <a href=\"https:\/\/blog.finxter.com\/ai\/\">check out my free newsletter<\/a> with 130k subscribers! <img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/17.0.2\/72x72\/1f44d.png\" alt=\"\ud83d\udc4d\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <\/p>\n<p>The post <a href=\"https:\/\/blog.finxter.com\/be-a-reply-guy-on-x-the-80-20-math-of-growing-your-social-media-brand\/\">Be a Reply Guy on X: The 80\/20 Math of Growing Your Social Media Brand<\/a> appeared first on <a href=\"https:\/\/blog.finxter.com\">Be on the Right Side of Change<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>My very limited time on X has already shown that posts ranked by number of expression is highly non-linear. Maybe Zipf or Pareto distributed? The first plot shows each post sorted by impressions (rank 1 = most impressions). You\u2019ll see a steep drop from the top few posts, then a long tail of low-impression posts. [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[857],"tags":[73,468,528],"class_list":["post-135307","post","type-post","status-publish","format-standard","hentry","category-python-tut","tag-programming","tag-python","tag-tutorial"],"_links":{"self":[{"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/posts\/135307","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/comments?post=135307"}],"version-history":[{"count":0,"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/posts\/135307\/revisions"}],"wp:attachment":[{"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/media?parent=135307"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/categories?post=135307"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/tags?post=135307"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}