Dark Mode in Make: Building a Weekly LinkedIn Engagement Bot

Make
168 views August 19, 2026

In this quick-hit tutorial, Harrison shows you how to build an automated system in Make that surfaces the LinkedIn posts you actually want to engage with — no more scrolling to find them. 🔍 Inside the Build: * Curated Target List: Harrison maintains a list of about 40 people, agencies, and companies he wants to stay engaged with, so the automation only pulls from accounts that matter to him. * Weekly Scrape & Score: The scenario scrapes fresh posts from those targets via Apify every week, then runs them through a scoring formula that ranks which posts are most likely to get a reaction or reply. * AI-Drafted Comments: Watch Claude Sonnet 5 generate ready-to-post comment drafts for the top posts, formatted in HTML. * Delivered Where You Work: The finished digest — with the top 12 posts to comment on or like — lands straight in your inbox, turning engagement into a five-minute weekly habit instead of an open-ended scroll. * Bonus: Make's New Look: A quick tour of Make's new light mode, dark mode, and system mode settings. 🛠️ Featured Stack: * Make * Apify (LinkedIn post scraping) * Custom scoring formula (Engagement-likelihood ranking) * Claude Sonnet 5 (AI comment drafting in HTML) * Email (Delivery of the weekly digest) 💡 Pro-Tip from Harrison: "Don't try to follow everyone — build a designated list." Keeping his target list to around 40 accounts keeps the automation focused on the people he genuinely wants to engage with, instead of drowning him in noise.

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