Research, frameworks and analysis exploring AI Search through a Community Intelligence lens.
Reddit helps Google organise human conversations by topic, question and community. Its deeper value is the structure surrounding the discussion.
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Trip.com wants AI to help travellers plan trips, compare options and make bookings. This could make travel easier, but it also gives the platform more control over the choices people see.
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HubSpot is treating Reddit, forums and AI search as part of its acquisition engine. This signals a major change in how brands should understand performance marketing.
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Roblox has built one of the strongest community ecosystems on the internet. Its greatest strength is participation, while moderation, customer support and creator experience remain important opportunities.
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Nike remains one of the most trusted and culturally influential brands in sport, but stronger challenger brands are changing how running communities compare performance, innovation and value.
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The future does not belong to whichever platform is currently popular. It belongs to the evidence that customers, search engines and AI systems all rely upon.
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Reddit is using artificial intelligence to identify spam, coordinated behaviour and low quality participation. Here is what brands need to understand before automating their Reddit strategy.
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Booking.com remains one of the internet’s default travel recommendations, but recurring complaints around support, cancellations and pricing transparency reveal where its strongest Community Intelligence opportunities now sit.
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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.
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Modern businesses have leaders for marketing, product and customer success, yet few have anyone responsible for understanding what online communities genuinely believe. This article explains why Head of Community Intelligence will become a vital leadership role.
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