One build, 6 roles
Screen leads, applicants or cases against criteria
Screen leads, applicants or cases against criteria. Scores each criterion with the evidence quoted, lists missing information and drafts the request. It never rejects anyone on its own. This build has not been filmed yet; the page fills in once it is.
Where this job shows up
6 roles, counted in real job listings
| Role | What their listings say | Listings | Share |
|---|---|---|---|
| Apartment Leasing Agent | Process applications, screening and leases | 81 / 100 | 81% |
| Property Manager | Leasing: show units, screen and sign tenants | 89 / 111 | 80% |
| SDR | Qualify inbound leads | 97 / 133 | 73% |
| Recruiter | Screen resumes and applicants | 76 / 123 | 62% |
| Law Firm Intake Specialist | Screen callers and qualify cases | 57 / 100 | 57% |
| Influencer Marketing Coordinator | Find and vet creators | 22 / 60 | 37% |
Indeed US and Canada, pulled November 4, 2026. Method and the full dataset.
How it works
The loop
- 1. Trigger
A new application, resume or inquiry.
- 2. Inputs
The submission, the written criteria (scorecard, published screening criteria, case acceptance rules, ICP) and required documents.
- 3. Agent does
Scores each criterion with the evidence quoted, lists missing information and drafts the request. It never rejects anyone on its own.
- 4. A person checks
A person makes every yes or no. The agent's output is a summary.
- 5. Lands in
Score sheet, ATS or CRM note, information request draft.
Tools a non-coder uses: Claude Project. Zapier from the form or the ATS email.
What changes per role: The criteria and the law around them. Leasing and property: published screening criteria and fair housing. Recruiters: the scorecard, equal opportunity and automated hiring tool rules. Law intake: practice area, dates, location. SDR: ICP fit. Influencer: audience fit and brand safety.
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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