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How Linkedin AI-Powered Algorithm Is Built Upon a Massive Knowledge Graph

6 minutes of reading

Last Updated: April 2026 What is LinkedIn’s knowledge graph? As LinkedIn engineering team put it: LinkedIn’s knowledge graph is a large knowledge base built upon “entities” on LinkedIn, such as members, jobs, titles, skills, companies, geographical locations, schools, etc. These entities and the relationships among them form the ontology of the professional world and are […]

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How to Create Your LinkedIn Background Plus Five Free Canva Linkedin Backgrounds

14 minutes of reading

Last Updated: April 2026 What Is a LinkedIn Background Image? A LinkedIn background image is the banner displayed behind your profile picture on your LinkedIn profile header, serving as a visual extension of your professional brand identity. This 1500×500 pixel asset communicates your industry focus, company culture, or personal brand positioning within seconds of profile

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Everything You Need to Know About LinkedIn Feed Algorithm and How to Grow Your LinkedIn Network for Your Personal and Business Branding

13 minutes of reading

Last Updated: April 2026 Many gurus will tell you that as soon as you write for humans you will be fine. This is in part true. In fact, although the LinkedIn algorithm will pick up content based on quality and relevance. I believe it is important to know how LinkedIn defines “quality and relevance” Indeed,

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ConvertKit Startup Story: How CovertKit grew from $0 to $1M in MRR with direct sales, word-of-mouth, and affiliate marketing

18 minutes of reading

Last Updated: April 2026 Yesterday @ConvertKit hit $1m MRR. Thank you so much to everyone who has helped along this journey! We’ve now got an incredible team of 34 supporting 18,872 customers. — Nathan Barry (@nathanbarry) March 19, 2018 On March 19 Nathan Barry, Founder, and CEO at ConvertKit announced in a tweet that

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What Is the Cost per First Stream Metric? Amazon Prime Video Revenue Model Explained

14 minutes of reading

Last Updated: April 2026 What Is the Cost per First Stream Metric? Cost per first stream (CPFS) measures the total acquisition and production expense Amazon Prime Video incurs to deliver one initial viewer to a content piece within its first 30 days of release. CPFS combines direct production costs, marketing expenses, and platform overhead, then

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Top Three Great Alternative Search Engines to Google

15 minutes of reading

Last Updated: April 2026 What Is an Alternative Search Engine to Google? Alternative search engines are web search platforms designed to compete with Google by offering differentiated value propositions such as enhanced privacy, specialized search capabilities, AI integration, or niche content indexing. These engines challenge Google’s 93% global market share dominance in 2025 by addressing

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