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CLUBSCOPEINSIGHT ENGINE
Replay mode.No model API key is configured, so the assistant’s wording is replayed from recorded transcripts.Every figure on this site is computed and verified live from the dataset.What that means

Full golf · member #1090

Omar Ellsworth

Joined 13 Sep 1993 via referral

Churn risk

Low

Why this score

Every signed term the model added, heaviest first. Baselines are this member’s own history rather than the club average — a social member who visits twice a month has not disengaged, and comparing them to a full-golf cadence would manufacture a crisis.

v1.2.0
  • Long tenure-8

    33 years of membership.

  • Bringing guests-9

    13 guests hosted in 90 days — members who introduce others rarely leave.

This score is arithmetic, not a language model. It is produced by churn model v1.2.0 — a versioned, unit-tested weighted sum evaluated as at 31 Aug 2026, the last date the dataset covers. Run it twice and you get the same number; run it next quarter after a weight changes and the version tells you why it moved. A model would give none of that, and a retention budget defended to a board committee needs all of it.

Discretionary spend

1 Sep 2025 to 31 Aug 2026. Dues excluded: they are contractual and post regardless of engagement.

$8,647

Where they go

Visits by facility across the full 24-month record.

Visit cadence

Sep 24Aug 26
Sep 24Sep 25Aug 26

Event attendance

  • Junior Golf Clinic 202630 Jul 2026attended
  • President’s Cup 2026 (2)18 Jul 2026attended
  • Back to School Splash 2026 (2)5 Jul 2026attended
  • Ryder Cup Match Play 20269 Jun 2026attended
  • Spring Four-Ball 2026 (2)3 Jun 2026attended

What staff actually heard

Free-text notes from the front desk, email, surveys and committee. Real club intelligence is not only numeric.

  • neutral8 Jan 2026Board Secretary · Email

    Changed the card on file after a fraud alert with their bank.

  • neutral1 Jul 2025Bethany Cruz, Front Desk · Email

    Requested that club correspondence go to their personal address rather than work.

  • negative10 Dec 2024Priya Venkat, Member Services · Email

    Reported cold showers in the locker room for the third time this month.

  • negative7 Sep 2024Stuart Lang, Tennis Professional · Email

    Frustrated that the tee sheet was already full the moment the booking window opened.