Safe AI job search automation

Table of contents

• What this guide helps you do
• Action plan
• Common mistakes
• Next step

What this guide helps you do

Use automation where it improves consistency, and stop where consent, confidence, or platform safety is unclear.

Action plan

1. Define consent

Choose review-first or autonomous modes intentionally.

2. Require evidence

Low confidence and missing answers should route to review.

3. Respect blockers

CAPTCHA, login, 2FA, suspicious screens, and unknown mappings stop the workflow.

4. Review diagnostics

Learn why each workflow applied, skipped, or blocked.

Common mistakes

• Treating a resume, tracker, CRM, and interview notes as separate systems.
• Letting automation act when confidence, consent, or required answers are unclear.
• Optimizing for volume without tracking outcomes and evidence quality.

Internal links

• auto apply
• help/autopilot safety
• automation safety

Next step

Create a workspace, save one target role, and turn this guide into a repeatable checklist you can review weekly.