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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

Social · member #1304

Andrew Kilgore

Joined 2 Oct 2015 via waitlist

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
  • Unresolved friction on record+8

    1 negative interaction logged in the last six months.

  • Visit cadence rising-6

    Visits up 38% on this member's own baseline.

  • Long tenure-8

    11 years of membership.

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.

$3,620

Where they go

Visits by facility across the full 24-month record.

Visit cadence

Sep 24Aug 26
Sep 24Sep 25Aug 26

Event attendance

  • Easter Egg Hunt 202618 Aug 2026attended
  • Independence Day Cookout 20261 Aug 2026attended
  • Junior Golf Clinic 202630 Jul 2026attended
  • Back to School Splash 2026 (2)5 Jul 2026attended
  • Family Pool Party 2026 (3)22 Jun 2026attended

What staff actually heard

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

  • positive19 Jun 2026Tom Halloran, Food and Beverage Manager · Survey

    Sent flowers to the front desk team after the holiday party.

  • negative18 May 2026Tom Halloran, Food and Beverage Manager · Email

    Reported cold food twice in one week. Did not want it comped, wanted it noted. Nothing outstanding.

  • neutral19 Jan 2026Anita Reyes, Front Desk · Email

    Asked about the timeline for the short game area.

  • neutral13 Jun 2025Bethany Cruz, Front Desk · Survey

    Asked about the process for putting a membership on hold during a sabbatical.

  • neutral25 Feb 2025Grace Okonjo, Events Coordinator · Front desk

    Requested the club history booklet as a family gift.