Small REI team · 3 partners
Turning weekly MLS exports into a shortlist map in 5 minutes
CSV → map of fresh comps every Monday, then ranked by neighborhood score. Cut shortlist time by 70%.
1,200+
MLS rows / week
−70%
Shortlist time
4
Markets covered
The problem
A 3-partner REI team got weekly MLS exports of 1,000+ rows but their shortlisting process (sort, filter, drive-by) took most of Monday. Hard to see clusters of activity across 4 markets at once.
The approach
- Set up a Monday import: drop the MLS CSV onto the map.
- Used clustering + heatmap to spot 3-5 hot blocks immediately.
- Ranked candidates by built-in neighborhood score and saved the top 12 to the team watchlist.
- Shared a read-only map link with their broker — no login required.
The result
Shortlist time dropped roughly 70%. Markets covered grew from 2 to 4 without adding headcount. The shared link replaced a weekly screenshot-PDF the broker used to ask for.
"We stopped fighting over the spreadsheet on Monday mornings. It is just the map now."
— Managing partner (placeholder — replace with real customer quote)
Try the same workflow
Free tier. No card. Drop your own CSV and see your market in seconds.