AI for First-Gen Grad School Applications

1. 1Fit with specific faculty (you have to name them)
2. 2Research experience and what you learned
3. 3Statement of Purpose (not a personal essay — a research direction)
4. 4Three strong recommendation letters
5. 5GRE / writing sample (program-specific)

Prompts

Help me research fit. I want to apply to Sociology PhD programs
studying inequality in education. I have:
- 3.7 GPA
- 1 conference poster
- Worked with Prof X (associate) on a survey study

Give me:
1. 5 programs where my profile is realistic
2. For each, name 2-3 faculty whose work matches
3. One question I should ask each faculty member if I email
4. Honest gaps in my application I should plan to address

Understanding "AI for First-Gen Grad School Applications" in practice: AI is reshaping career paths across every industry, creating new roles and automating parts of existing ones. Grad school applications — Statement of Purpose, recommendation strategy, fit research — are even more opaque than undergrad. AI helps you decode the playbook nobody handed you — and knowing how to apply this gives you a concrete advantage.

• Apply grad school in your careers workflow to get better results
• Apply Statement of Purpose in your careers workflow to get better results
• Apply fit in your careers workflow to get better results

1. 1Apply AI for First-Gen Grad School Applications in a live project this week
2. 2Write a short summary of what you'd do differently after learning this
3. 3Share one insight with a colleague