What to Do When Every House Scores About the Same
If every listing lands in the same scoring band, the problem usually isn't the houses. It's the criteria. Here's how to sharpen the signal.
If every listing is landing in roughly the same scoring range, that usually does not mean every house is equally good. It usually means your criteria are not separating them clearly enough.
This happens when weights are too flat, factors are too broad, or hard requirements are too loose. A scoring system can only surface differences that your model is set up to notice. If everything looks like a 72 to 76, the signal probably needs sharpening.
Start by asking where the real tradeoffs are. What actually changes the decision for you? Tighten the weights around those factors. Add or refine hard requirements. Separate ideas that are currently bundled together, like condition versus age, or location versus commute.
Then rerun a small set of listings. The goal is not to force dramatic score gaps. It is to make sure the properties you intuitively see as different also show up as different in the model.
A good scoring system should clarify the market, not blur it. When everything looks the same, the next move is usually to improve the criteria.
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