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CLUSTER CHURN-RETENTION-CUSTOMER · 11 ENTRIES · EARLIEST ENTRY 2026-01-26

Churn prediction analytics dashboards

This cluster comprises analytics dashboards that predict customer churn and recommend retention actions, targeting telecom, SaaS, and banking contexts. The dated entry history before the index start shows a modest, steady flow of new products from November 2025 to July 2026, with at most two entries in a month, indicating a gradual accumulation rather than a pronounced pattern. The traction leaders by activity signal are churn_projesi_docker_fastapi, Sthirta, and lobelsbi, all with zero stars.

Entry timeline

ENTRY TIMELINE

JAN 2026: 1APR 2026: 1JUN 2026: 1AUG 2026: 1SEP 2026: 7
JAN 2026SEP 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 1 ai-built · 2 hand-coded · 8 unlabelled

Operator · 8 hobby · 3 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 11 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01Retention-copilot1★26 dayslivehobbyRetention tool that ranks customers by churn risk, drafts policy-compliant retention messages, and queues them for human approval.
  2. 02finalchurnguard0★26 days—hobbyDashboard that predicts customer churn risk, estimates time-to-churn, and recommends retention actions with ROI estimates.
  3. 03bank-churn-analytics0★22 dayslivehand-codedhobbyInteractive dashboard that analyzes bank customer churn drivers across demographics, balances, and product usage with period comparisons.
  4. 04lobelsbi0★1 moliveChurn prediction dashboard for a bakery that identifies at-risk customers from purchase data.
  5. 05retail-analytics0★1 molivehand-codedhobbyWeb dashboard that analyzes retail customer purchase histories and recommends which lapsed groups to target with win-back spending.
  6. 06Sthirta0★29 days—hobbyDashboard for business managers that predicts which customers are likely to churn and recommends retention actions with explanations.
  7. 07churn_projesi_docker_fastapi0★1 mo—hobbyDashboard that predicts bank customers' churn risk and generates retention actions such as SMS campaigns and cross-sell offers.
  8. 08customerguard0★1 mo—ai-builtCustomer health dashboard that scores accounts, flags churn and expansion risks, and recommends actions for security SaaS.
  9. 09saas-retention-iq0★3 molivehobbySaaS analytics that predicts customer churn 30 days out and provides risk scores, retention insights, and revenue forecasting to businesses.
  10. 10telco_churn_analysis1★5 moliveChurn prediction dashboard for telecom and SaaS that visualizes retention metrics and revenue impact to guide customer retention strategies.
  11. 11saas-churn-prediction1★7 mostalelivehobbyAnalytics dashboard that predicts customer churn at multiple time horizons and recommends retention interventions with expected return on investment.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.