Most expired-domain lists are too large to be useful. The answer is not more rows; it is better filtering.
Start with three filters:
1. TLD. Focus on extensions you actually buy or build on. 2. Length. Shorter names are easier to remember, sell, and explain. 3. DQS. Use quality scoring as a triage layer, not a final appraisal.
Then inspect the survivors manually. Look for clean wording, obvious buyer categories, no awkward digits or hyphens, and no trademark risk.
NameNotifier is designed around that workflow. The drops feed gives you lifecycle buckets, DQS, TLD filters, length filters, and dossiers so you can move from a broad corpus to a short review list quickly.