College Scholarship Calculator

College Scholarship Calculator

By College Raptor

College Scholarship Calculator is a financial aid estimation tool for US college students, available on iOS and Android.

The App DNA

What makes this app unique?

The app removes the cognitive cost of manual financial aid research, serving as a lead generation mechanism for Citizens Bank's student loan offerings.

For First-year, full-time traditional college students in the United States, their parents, and high school counselors.

Key features

Personalized Scholarship Estimatesedge

Calculates financial aid based on GPA and test scores, acting as the primary acquisition hook.

Financial Aid Offer Comparisonedge

Side-by-side comparison tool for financial aid packages, serving as a retention loop.

Career Finderstandard

Maps majors to careers, supporting B2B enrollment management services.

How much does it cost?

freeFree access to all planning tools

The platform functions as a lead generation and data acquisition engine for its parent company, Citizens Bank.

Velocity

Maintenance developmentperformanceShow more...

The app has seen only two releases in the observed window, with the latest release occurring 183 days ago. Development is currently in a maintenance phase, characterized by infrequent updates focused solely on stability and minor layout adjustments. There is no evidence of new features or live operations, and the Android platform has not received an update in over 400 days. The current cadence of less than one release every three months confirms a stagnant development cycle.

See all version history

Who built it?

College Raptor

1 app tracked · Education

Explore the full publisher profile

User Sentiment

What do users think recently?

Fresh user feedback skews frustrated. Users appreciate simple and straightforward interface design makes the initial navigation feel accessible for new users.

How are ratings & reviews evolving?

App Store
4.59 · 296
Google Play
3.13 · 53

What users say, by theme

What Users Love
  • Simple and straightforward interface design makes the initial navigation feel accessible for new users
What Frustrates Users
  • Users report: Inaccurate scholarship and financial estimates create misleading expectations for students researching college funding options
+ 2 more themes
What Users Want 1 request inside

21 of 21 recent reviews analyzed · moderate confidence · Frustrated overall

Read the full review analysis

Unlock 2 more frustration themes and 1 user request, each backed by review evidence.

Access the full report for free

Competition

Competitive landscape for College Scholarship Calculator

How's the Education market?

College Scholarship Calculator holds a 4.59 rating on iOS across 296 reviews, but a 3.12 rating on Android across 53 reviews. This platform-level rating gap highlights inconsistent technical performance that undermines the app's utility as a reliable financial planning tool.

Read the market outlook

The rivals identified

Unlock the deeper market read.

Access the full report for free

The Analyst's Read

Key takeaways for College Scholarship Calculator

Where is it heading?

The college planning market is shifting toward more integrated, real-time financial tools, leaving static calculators like this one exposed. Without a return to active development, the app will continue to lose its effectiveness as a lead generation engine for Citizens Bank.

  • The 183-day update gap indicates a maintenance-only state, which prevents the team from addressing the login errors that drive negative sentiment [1, 3].
  • Inaccurate financial projections compared to web searches create a trust deficit that will likely compress the lead conversion rate for the parent bank.

The SWOT

Core Strengths
  • Direct integration with Citizens Bank financial services provides a clear commercial path for lead conversion
Critical Frictions 2 weaknesses inside
Growth Levers
  • Adding multi-student profile management would increase utility for parents with multiple children
Market Threats 1 threat identified

Next best moves

2 Invest

Audit login and registration flows because persistent errors are the top technical complaint → reduce churn

+ 1 more prioritized move

The counter-intuitive read

The app's primary value is not the scholarship calculator itself…

Read the full take

Since the last report: Platform-specific performance data now highlights a significant rating gap between iOS and Android, while the product roadmap has been updated to prioritize multi-student profile management as a response to user demand.

Bottom line

The app functions as a lead acquisition funnel for Citizens Bank, but technical instability and data inaccuracies are damaging the brand's credibility [2, 3]. Addressing the login failures would stabilize the acquisition funnel, while multi-profile support would unlock higher engagement from the parent segment.

Unlock 2 critical frictions, 1 market threat, 1 more prioritized move and the analyst’s take.

Access the full report for free

FAQ

Is this app suitable for transfer students?
No, the app is specifically built for first-year, full-time traditional college students in the United States and does not support transfer students.
Does the app provide accurate scholarship estimates?
Users report that the scholarship estimates provided by the app are often significantly higher than reality, and simple web searches often contradict the data provided.
What is the relationship between this app and Citizens Bank?
The platform functions as a lead generation and data acquisition engine for its parent company, Citizens Bank, to help prospective students with college financing.
Can I track scholarships for more than one child?
Currently, the app does not support managing multiple student profiles within a single account, which is a frequently requested feature by parents.

Sources

  1. [1] App Store, source
  2. [2] Developer website, source
  3. [3] Play Store, source

Report last updated

Disclosure: Independent intel to help mobile builders succeed.

AI-powered analysis with automated quality gates, built from publicly available sources. Marlvel.ai is not affiliated with, endorsed by, or sponsored by College Scholarship Calculator, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

What's new

Platform-specific performance data now highlights a significant rating gap between iOS and Android, while the product roadmap has been updated to prioritize multi-student profile management as a response to user demand.

added

Platform-specific rating visibility

added

Multi-student profile management

added

Technical instability as a conversion threat

Cite this report

Marlvel.ai. “College Scholarship Calculator Intelligence Report.” Updated Aug 3, 2026. https://marlvel.ai/apps/college-scholarship-calculator

Agent Markdown (.md)See methodologyContact support

Data licensed under CC-BY-NC 4.0