shiv kumar sharma

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I’m a content writer who turns ideas into clear, engaging stories that connect with readers and deliver real value.

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p/rankfender

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2d ago

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We gave AI our entire competitor tracking data and asked it to predict who would beat us.

Six months ago, we ran an experiment with our own data.

At Rankfender, we tracked 5 of our own competitors across 8 AI systems. We log their share of voice, citation velocity, content gaps, platform variance. Months of raw numbers sitting in a dashboard.

I pulled 6 months of data and fed it into Claude. One question: "Based on this, who is most likely to overtake us in the next 6 months? Show your work. Use the data. Don't summarize. Give me the numbers."

The answer changed how I think about competition.