<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>#Blog on chasrobinson.com</title><link>https://chasrobinson.com/tags/%23blog/</link><description>Recent content in #Blog on chasrobinson.com</description><generator>Hugo</generator><language>en-us</language><lastBuildDate>Sun, 17 May 2026 00:00:00 +0000</lastBuildDate><atom:link href="https://chasrobinson.com/tags/%23blog/index.xml" rel="self" type="application/rss+xml"/><item><title>How to Build an AI Content Research Engine: a Claude + Reddit Case Study</title><link>https://chasrobinson.com/posts/how-to-build-an-ai-content-research-engine/</link><pubDate>Sun, 17 May 2026 00:00:00 +0000</pubDate><guid>https://chasrobinson.com/posts/how-to-build-an-ai-content-research-engine/</guid><description>&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;TL;DR&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;For most solo builders and small teams, content research is the bottleneck, not writing.&lt;/li&gt;
&lt;li&gt;A weekly &lt;strong&gt;Collect → Cluster → Score → Synthesize&lt;/strong&gt; pipeline turns real customer conversations into a ranked list of topics you can scan over coffee.&lt;/li&gt;
&lt;li&gt;The pattern works for any niche where your audience talks publicly somewhere: Reddit, Indie Hackers, niche Discords, forums.&lt;/li&gt;
&lt;li&gt;The scoring prompt is where most of the leverage lives. Treat it as a markdown file you keep rewriting until its top three match the ones you&amp;rsquo;d pick by hand.&lt;/li&gt;
&lt;/ul&gt;
&lt;/blockquote&gt;
&lt;p&gt;As I was building out &lt;a href="https://getstorkly.com/"&gt;Storkly&lt;/a&gt;, I was pretty confident in getting us up and running to an MVP/Soft Launch phase. I had enough experience with software and web development and while there was (and still is) a lot to learn, getting from zero to one wasn&amp;rsquo;t my primary worry. It was, &amp;ldquo;how do I drive people to this product?&amp;rdquo;. I knew we needed to create content to get the word out there but I always found myself frozen at &lt;em&gt;what to write about&lt;/em&gt; and _what to post about.&lt;/p&gt;</description></item></channel></rss>