Competitive analysis should inform your ongoing strategy. Monitor which sources AI models cite for queries where you want visibility. Analyze what makes those sources effective—is it their structure? Their level of detail? Their use of data and statistics? Their freshness? Understanding your competition's strengths helps you identify gaps in your own content and opportunities to differentiate through superior quality or unique angles.
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I started thinking about the side hustle idea at the end of 2024, standing in the pasta aisle at Whole Foods. As a busy working mom, I didn’t always have time to make sauce from scratch, but the options in front of me felt either overpriced, overly processed or outdated. Even the packaging leaned on cliche, old-fashioned depictions of Italy. Nothing felt modern or inspiring.
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