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EntertainmentArticle · Community Intelligence

Spotify Wants You To Do More Than Listen To Music

Spotify is evolving beyond music streaming. With AI features, remix tools and more interactive experiences, it wants listeners to do more than simply press play. The bigger opportunity is turning passive listeners into active participants, creating deeper relationships with both artists and the platform.

8 min read
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AIArticle · AI Search

The AI Authority Formula

AI does not invent trust. It interprets the public evidence surrounding a brand. The AI Authority Formula explains the six signals that shape whether AI systems recommend one company and ignore another.

1 min read
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Consumer BrandsArticle · Community Intelligence

The Post GummySearch Playbook

Why Reddit Research Is Entering a New Era of Community Intelligence Editor’s Note: This article isn’t about celebrating the closure of GummySearch. It helped thousands of founders, marketers and researchers better understand Reddit. Instea

1 min read
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Consumer BrandsResearch · Community Intelligence

What Is Community Intelligence?

Understanding the conversations that shape brands before brands even realise they’re happening. Every day, millions of people discuss brands, products, industries and ideas without ever speaking to the companies behind them. They ask ques

1 min read
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Consumer BrandsArticle · Community Intelligence

SpaceX And The Hype Hangover

SpaceX’s decline from over $225 to the $150s is not primarily a stock market story. It is a community story. Across Reddit, X, YouTube comments, investor forums and broader internet discussions, the dominant shift is not a collapse in bel

1 min read
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