Signal over noise
You only hear about changes that matter.
False alerts are the top complaint about competitor tracking tools. We ignore dates, cookie banners, rotating testimonials, and failed page loads. Every real change gets a 1 to 5 score and a one-line reason. Thumbs-down a few noisy changes and we stop showing that pattern.