A hypothetical step-free-entry filter
Among 80 fictional active listings, 12 have a verified qualifying entry, 48 are known not to qualify and 20 lack enough information. The verified-match share is 15% of all 80 listings. Among the 60 known records it is 20%. Neither percentage means only that many homes could qualify after a visit.
| Classification | Count |
|---|---|
| Verified matches | 12 |
| Known non-matches | 48 |
| Unknown | 20 |
| All-listing verified-match share | 12 ÷ 80 = 15% |
Write a feature definition someone else can repeat
For step-free entry, state which entrance and route were observed, whether thresholds were measured and what remains unverified. For a first-floor bedroom, distinguish a room label from a usable layout and required access. Save the source and observation date. Do not convert a marketing phrase such as “accessible” into a certified design claim.
Make another reviewer able to repeat the classification
Define the exact feature, acceptable evidence and exclusions before counting. For step-free access, specify the full route to the required living spaces rather than relying on a listing label. Keep unknowns distinct from failures and confirmed matches. The share of records with documented evidence is not automatically the prevalence of the feature in all local housing.
Sources & further reading
- CFPB determine a comfortable home budget checked 2026-09-26
Your next chapter
Let’s make it
a good move.
Bring your questions. Start a conversation with Gary’s team.