Career Services Office
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Use AI to Support Your Program Search
What does a strong prompt include?
The best prompts include:
- Degree type: Master’s / PhD / professional
- Specialization: not just “policy” or “psychology,” but a subfield (e.g., “trauma-informed practice”)
- Training style: research vs applied, thesis vs capstone, quant vs qualitative
- Location constraints: countries/regions (if relevant)
- Career direction: the roles you’re aiming for (even if tentative)
Add your context for better results: Your LUMS program/major, relevant projects/research, internships/work experience, and any constraints (budget, timeline, test requirements).
Copy/Paste Prompt Templates
1. Generate a shortlist
Suggest Master’s programs in [FIELD] with a focus on [SPECIALIZATION]. Prioritize programs that offer [APPLIED/RESEARCH] training, include [THESIS/CAPSTONE/INTERNSHIP], and are strong for careers in [TARGET ROLES]. Limit to [COUNTRIES/REGION] if possible. For each, summarize key courses, typical outcomes, and what makes the program distinctive.
2. Compare two programs (fit-first)
Compare [PROGRAM A] and [PROGRAM B] on: curriculum focus, quant vs qualitative training, thesis/capstone requirements, faculty/research strengths, internship/placement support, and typical graduate outcomes. Then recommend which is a better fit for someone with [YOUR BACKGROUND] aiming for [YOUR GOAL].
3. Find programs with a specific feature
Find programs in [FIELD] that include [FEATURE] (e.g., fieldwork in South Asia, clinical practicum, industry labs). For each program, describe what the feature actually involves, how common it is, and what kinds of careers it supports.
4. Turn a program page into a decision summary
Here is the program webpage text: [PASTE]. Summarize:
- who this program is for,
- what skills it builds,
- key requirements,
- career outcomes,
- red flags or missing info I should verify.
5. Prompts for PhD Applicants
- Identify PhD programs where faculty work on [RESEARCH TOPIC]. Prioritize programs with strong advising records and funded PhD positions.
- Compare PhD supervision models and funding structures at [UNIVERSITY A] and [UNIVERSITY B].
- What questions should I ask a potential PhD supervisor before applying?
After You Get Results: Use These Follow-Ups
- “What questions should I ask an alumnus/current student to verify my fit?”
- “What evidence would strengthen my application for this program?”
- “What are the dealbreakers I should check before applying (funding, prerequisites, supervision, placements)?”
Verify Before You Decide
AI can miss or outdated details. Always confirm:
- curriculum and graduation requirements
- faculty availability/supervision (especially for research programs)
- funding and true cost of attendance
- visa and work rules (if studying abroad)

Take Your Findings Forward
- Add programs to your Program Shortlisting Sheet
- Speak to LUMS alumni (via CSO channels) to validate fit and outcomes
- Book a CSO advising appointment to refine your shortlist and next steps
Shortlist Programs: Safety, Target and Reach Options
A strong application strategy includes a balanced mix of programs - not just your dream options. This improves your chances of admission and helps you make a confident final choice.
- Reach Programs: Programs where admission is competitive for your profile.
- Your GPA, test scores, or experience may be below the average admitted student
- Acceptance rates are low
- Strong fit, but higher uncertainty
Apply if the program excites you and you’re willing to take the risk.
- Target Programs: Programs where your profile closely matches typical admitted students.
- Your academic background and experience align well
- You meet (or slightly exceed) most requirements
- Strong alignment with your goals
These should form the core of your shortlist.
- Safety Programs: Programs where you comfortably meet admission requirements.
- Your profile is stronger than the minimum expectations
- Acceptance rates are higher or requirements are flexible
- Still a genuine fit for your goals
A safety is only useful if you would actually be happy to attend.
Build a Balanced List: Aim for a mix (e.g., 1–2 reach, 2–3 target, 1–2 safety)
For PhD applicants: Classification depends less on GPA cutoffs and more on research match, supervisor availability, and funding competitiveness.
Explore Field-Specific Grad Study Guides
Click here to access a range of field-specific graduate study guides that cover academic and non-academic activities that could strengthen your applications.

