One build, 7 roles
Renewal and retention review
Renewal and retention review. Builds the renewal pack: what changed, churn signals, the recommended option with a comparison, the renewal letter draft and talking points. This build has not been filmed yet; the page fills in once it is.
Where this job shows up
7 roles, counted in real job listings
| Role | What their listings say | Listings | Share |
|---|---|---|---|
| Golf Club Membership Director | Retention, resignations and member satisfaction | 14 / 17 | 82% |
| Customer Success Manager | Drive renewals and retention | 88 / 116 | 76% |
| Personal Lines Account Manager | Renewals: remarket, compare quotes and review coverage | 62 / 100 | 62% |
| Account Manager (agency) | Upsell, renew and grow accounts | 52 / 100 | 52% |
| Apartment Leasing Agent | Resident renewals and retention | 51 / 100 | 51% |
| Gym Membership Sales Advisor | Retention, cancellations and member issues | 35 / 89 | 39% |
| Property Manager | Renewals and lease administration | 40 / 111 | 36% |
Indeed US and Canada, pulled November 4, 2026. Method and the full dataset.
How it works
The loop
- 1. Trigger
60 to 90 days before a renewal date.
- 2. Inputs
The account, policy, lease or membership, usage or claims history, market data (remarket quotes, rent comps), satisfaction notes.
- 3. Agent does
Builds the renewal pack: what changed, churn signals, the recommended option with a comparison, the renewal letter draft and talking points.
- 4. A person checks
The account manager reviews the recommendation and price. Coverage advice stays with the licensed person.
- 5. Lands in
Renewal doc, email draft, CRM task.
Tools a non-coder uses: Claude Project. Zapier on a schedule over a renewals sheet.
What changes per role: Insurance: coverage comparison across carrier quotes. Leasing and property: renewal offer against market rent. CSM and agency: usage and health score. Gym and golf: attendance and resignation risk.
Watch the full build
The episode
This build is done live on AI in Context. The video, its chapters and the full transcript go here once it is published.
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