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    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

    1. Set up a Monday import: drop the MLS CSV onto the map.
    2. Used clustering + heatmap to spot 3-5 hot blocks immediately.
    3. Ranked candidates by built-in neighborhood score and saved the top 12 to the team watchlist.
    4. 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.