{"id":171,"date":"2026-08-06T04:42:30","date_gmt":"2026-08-06T04:42:30","guid":{"rendered":"https:\/\/emrahdiril.com\/notes\/?p=171"},"modified":"2026-08-06T05:48:41","modified_gmt":"2026-08-06T05:48:41","slug":"discovery-engine","status":"publish","type":"post","link":"https:\/\/emrahdiril.com\/notes\/discovery-engine\/","title":{"rendered":"Discovery Engine"},"content":{"rendered":"\n<p>Google is very different today. It favors brands over smaller establishments and newcomers. It does not care to index every page. They stopped bringing us \u201call the world\u2019s knowledge\u201d a long while ago.<\/p>\n\n\n\n<p style=\"padding-top:0;padding-bottom:0\">They didn\u2019t do this out of malice I imagine. Aside from leaning into what works the most to maximize revenue, they possibly decided they can&#8217;t eradicate spam in a way that preserves the upstart newcomer challenger segments.<\/p>\n\n\n\n<p>Google solved a real problem: Spam, manipulation, low-quality content.. but overcorrected by making&nbsp;existing authority the safest default. That protects users from junk, but it also freezes the market.<\/p>\n\n\n\n<p>The ugly consequence for projects like <a href=\"https:\/\/doshmodo.com\" data-type=\"link\" data-id=\"https:\/\/doshmodo.com\">DoshModo<\/a> or <a href=\"https:\/\/millionminds.one\" data-type=\"link\" data-id=\"https:\/\/millionminds.one\">Million Minds AI<\/a> is that being genuinely useful is no longer enough. A new product often needs some combination of:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>an existing audience<\/li>\n\n\n\n<li>a founder with distribution<\/li>\n\n\n\n<li>paid acquisition<\/li>\n\n\n\n<li>access to a strong community<\/li>\n\n\n\n<li>or coverage from already-authoritative sites<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>That is backwards. Discovery should help determine what deserves attention; instead, attention increasingly determines what is discoverable.<\/p>\n\n\n\n<p>There is a useful distinction here:<\/p>\n\n\n\n<p><strong>Search answers:<\/strong>\u00a0\u201cWhat is the safest, most established result?\u201d<\/p>\n\n\n\n<p><strong>Discovery answers:<\/strong>&nbsp;\u201cWhat is new, unusually relevant, and worth noticing?\u201d<\/p>\n\n\n\n<p>Google increasingly optimizes for the first. Product directories claim to provide the second, but most are really SEO marketplaces, launch-day popularity contests, or pay-to-play databases. They are not serious relevance engines.<\/p>\n\n\n\n<p>A better system would need to treat&nbsp;newness as a feature, while still filtering aggressively. For example, it could deliberately reserve exposure for unknown projects, but only after checking signals such as:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Is there a functioning product or substantial body of work?<\/li>\n\n\n\n<li>Is the description specific, or generic marketing sludge?<\/li>\n\n\n\n<li>Are there signs of real users or real development?<\/li>\n\n\n\n<li>Does it contribute something meaningfully different?<\/li>\n\n\n\n<li>Is the creator consistently engaged?<\/li>\n\n\n\n<li>Are recommendations coming from credible people in the relevant niche?<\/li>\n\n\n\n<li>Has it been copied across hundreds of directory submissions?<\/li>\n<\/ul>\n\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>The ranking system could even separate results into lanes:<\/p>\n\n\n\n<p>Established,&nbsp;Emerging, and&nbsp;Experimental.<\/p>\n\n\n\n<p>That avoids pretending a two-week-old project has the same trust level as QuickBooks, while still allowing it to be found. Someone searching for \u201ctools to review business spending before bookkeeping\u201d could see:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Established accounting products<\/li>\n\n\n\n<li>New products specifically addressing the review workflow<\/li>\n\n\n\n<li>Independent writing and discussions about the problem<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<p>That would be much more useful than ten articles from Forbes, NerdWallet, and accounting companies repeating the same broad advice.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>The market does not need another place to submit links. It needs a credible mechanism for unknown work to earn attention.<\/p>\n<\/blockquote>\n\n\n\n<p><\/p>\n\n\n\n<p>I\u2019m calling this \u201cdiscovery engine\u201d because the job changes from:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Find the most authoritative answer.<\/p>\n<\/blockquote>\n\n\n\n<p>to:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Find worthwhile things I would otherwise never encounter.<\/p>\n<\/blockquote>\n\n\n\n<p><\/p>\n\n\n\n<p>That can include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>a blog post with an original argument<\/li>\n\n\n\n<li>a small personal website<\/li>\n\n\n\n<li>an obscure research project<\/li>\n\n\n\n<li>an essay<\/li>\n\n\n\n<li>a new software tool<\/li>\n\n\n\n<li>a community<\/li>\n\n\n\n<li>an artist<\/li>\n\n\n\n<li>a local initiative<\/li>\n\n\n\n<li>an experiment<\/li>\n\n\n\n<li>a person doing unusually good work<\/li>\n\n\n\n<li>an old site that never built conventional authority<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>The key is that it should not merely search a different set of websites. It should optimize for a different outcome.<\/p>\n\n\n\n<p>A search engine assumes the user already knows what they want and rewards confidence, authority, and relevance.<\/p>\n\n\n\n<p>A discovery engine should also reward things like:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>originality<\/li>\n\n\n\n<li>specificity<\/li>\n\n\n\n<li>freshness<\/li>\n\n\n\n<li>underexposure<\/li>\n\n\n\n<li>demonstrated effort<\/li>\n\n\n\n<li>independent thinking<\/li>\n\n\n\n<li>usefulness to a niche<\/li>\n\n\n\n<li>unusual connections<\/li>\n\n\n\n<li>contrarian but well supported<\/li>\n\n\n\n<li>endorsement from credible people<\/li>\n\n\n\n<li>sustained quality without large-scale popularity<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>Unlike Google\u2019s page rank algorithm, this system should reveal its scoring approach and have references to back why it thinks a source deserves attention.<\/p>\n\n\n\n<p>The solution still has to fight spam, self-promotion, AI slop, coordinated voting, and ideological curator bubbles. That is the whole problem. But that is also why it is meaningful. The engine is not just crawling pages; it is trying to create a new system for allocating attention.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Google is very different today. It favors brands over smaller establishments and newcomers. It does not care to index every page. They stopped bringing us \u201call the world\u2019s knowledge\u201d a long while ago. They didn\u2019t do this out of malice I imagine. Aside from leaning into what works the most to maximize revenue, they possibly [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-171","post","type-post","status-publish","format-standard","hentry","category-ideas"],"_links":{"self":[{"href":"https:\/\/emrahdiril.com\/notes\/wp-json\/wp\/v2\/posts\/171","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/emrahdiril.com\/notes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/emrahdiril.com\/notes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/emrahdiril.com\/notes\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/emrahdiril.com\/notes\/wp-json\/wp\/v2\/comments?post=171"}],"version-history":[{"count":2,"href":"https:\/\/emrahdiril.com\/notes\/wp-json\/wp\/v2\/posts\/171\/revisions"}],"predecessor-version":[{"id":185,"href":"https:\/\/emrahdiril.com\/notes\/wp-json\/wp\/v2\/posts\/171\/revisions\/185"}],"wp:attachment":[{"href":"https:\/\/emrahdiril.com\/notes\/wp-json\/wp\/v2\/media?parent=171"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/emrahdiril.com\/notes\/wp-json\/wp\/v2\/categories?post=171"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/emrahdiril.com\/notes\/wp-json\/wp\/v2\/tags?post=171"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}