/competitors
See what to copy, see what to attack
Competitor research isn't homework — it's recon. Every page on every competitor's site is a free design review of your space: what they figured out, what they got wrong, where they're not looking. Two hours of this and you have ideas you couldn't have invented on your own.
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Map the battlefield before you build
Finds who's already solving your problem — direct competitors, indirect substitutes, and the workarounds your customers already use. Classifies each by maturity (incumbent, scaleup, early-stage) so you know what kind of threat you're actually looking at. Produces a competitive landscape map you can act on from day one.
Find the cracks in their armor
Mines review sites, forums, and communities to surface what real users love, complain about, and desperately wish existed in competing products. Your differentiation strategy shouldn't come from their marketing pages — it should come from the gaps they leave open. Every competitor file gets a "What Users Say" section with recurring themes, sourced from the places people actually vent.
Stay ahead without watching feeds all day
On-demand or scheduled sweeps re-check your existing landscape for what's changed — features shipped, pricing moves, pivots, or signals a competitor went dark. New entrants get caught too. Every pass appends a dated entry to a rolling digest, so the full history is always there when you need it.
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