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Global PhD Program Intelligence Database
A centralized platform comparing PhD programs across countries with practical metrics not found on university websites: actual completion times by field, compute resource availability, scholarship duration limits, interdisciplinary committee expectations, and graduate career outcomes. The platform aggregates experiential data from current and former PhD students to fill the information gap that official program materials leave open.
Why this matters
You are a prospective PhD student considering programs in multiple countries. University websites present idealized timelines and glossy descriptions but tell you nothing about actual completion times, compute access, scholarship limitations, or interdisciplinary committee politics. You discover through scattered forum posts that Korean PhDs often extend beyond eight years due to grant obligations, that Japanese programs vary wildly in duration expectations by field, that scholarship maximum durations create hidden constraints, and that compute resources differ dramatically between institutions in different countries. None of this information is centralized or comparable. You piece together insights from personal conversations and forum comments, wishing there were one place to compare programs on the dimensions that actually determine your daily life as a doctoral student.
- · Built for Prospective PhD students evaluating international programs, particularly those comparing options across Japan, Korea, EU, and US.
- · Most likely monetization: Freemium with premium data access and lead generation for universities.
The Pain · Narrative
You are a prospective PhD student considering programs in multiple countries. University websites present idealized timelines and glossy descriptions but tell you nothing about actual completion times, compute access, scholarship limitations, or interdisciplinary committee politics. You discover through scattered forum posts that Korean PhDs often extend beyond eight years due to grant obligations, that Japanese programs vary wildly in duration expectations by field, that scholarship maximum durations create hidden constraints, and that compute resources differ dramatically between institutions in different countries. None of this information is centralized or comparable. You piece together insights from personal conversations and forum comments, wishing there were one place to compare programs on the dimensions that actually determine your daily life as a doctoral student.
Score Breakdown
Market Signal
Go-to-Market
Prospective PhD students in STEM fields actively evaluating programs in Japan, Korea, EU, or US within the next 6 to 12 months
Tens of thousands of prospective international PhD students evaluating cross-country options annually
SEO long-tail on queries comparing PhD programs in specific country pairs
$29 one-time for premium access to comparative data and verified student reviews
500 organic search visitors and 20 paying users within 60 days of launch
MVP Scope · 1–2 weeks
- Design database schema for PhD programs with fields for country, institution, duration norms, compute resources, and scholarship details
- Create a data collection form for current and former PhD students to submit program information anonymously
- Seed the database with publicly available data for 20 programs across Japan, Korea, US, and EU
- Build a simple comparison view allowing users to select two programs and see side-by-side metrics
- Deploy to web with a basic landing page explaining the mission and value proposition
- Reach out to academic communities to recruit initial data contributors and reviewers
- Add student experience review functionality with a rating system for program dimensions
- Implement search and filter functionality by country, field, and specific metric
- Create premium tier with detailed compute resource and funding data behind a paywall
- Begin SEO content creation targeting specific PhD program comparison search queries
Differentiation
Why This Might Fail
Self-rebuttal — the most important trust signal
- 1The addressable market is small and transactional since prospective PhD students only need the platform for a few months during their decision window, severely limiting recurring revenue and lifetime value
- 2Data collection requires sustained effort across many countries and programs, and without a critical mass of user-submitted data the platform offers little value over scattered forum posts that already exist for free
- 3Universities may actively resist transparency about actual completion times and resource gaps, potentially undermining data accuracy if institutions pressure current students not to share negative experiences
Evidence Summary
How AI synthesized this insight — no verbatim quotes
Six commenters shared experiential knowledge about PhD programs across different countries that is not available through official channels. Topics included variation in completion timelines across fields and programs, Korean programs extending beyond eight years due to grant project obligations, differences in compute resources between Japanese and Korean institutions, scholarship duration limits as practical constraints, interdisciplinary committee expectations creating unpredictable timelines, and US PhDs carrying a career premium. The spontaneous sharing of comparative insights suggests a real gap in centralized, practical program data.
Action Plan
Validate this opportunity before writing code
Recommended Next Step
Validate
Promising signals, but needs confirmation. Create a landing page, collect email sign-ups, then decide.
Landing Page Copy Kit
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Headline
Global PhD Program Intelligence Database
Sub-headline
A centralized platform comparing PhD programs across countries with practical metrics not found on university websites: actual completion times by field, compute resource availability, scholarship duration limits, interdisciplinary committee expectations, and graduate career outcomes. The platform aggregates experiential data from current and former PhD students to fill the information gap that official program materials leave open.
Who It's For
For Prospective PhD students evaluating international programs, particularly those comparing options across Japan, Korea, EU, and US
Feature List
✓ Comparative program database with actual completion time data by field and country ✓ Compute resource and GPU cluster availability per institution ✓ Scholarship duration and limitation details by funding source ✓ Anonymous student experience reviews and program ratings ✓ Career outcome data by PhD origin country and field
Where to Validate
Share your landing page in r/HN · front_page — that's exactly where these pain points were discovered.
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