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This University of Washington startup wanted to automate college admissions counseling by combining AI guidance, progress tracking, college search, and optional human help. Cledge won UW’s $25,000 Dempsey Startup Competition grand prize in 2023, but it was still an early minimum viable product with about 30 paid users—not a proven replacement for counselors.
That distinction matters. Cledge’s pitch addressed a real access problem: personalized admissions advice can be expensive and unevenly available. But the public evidence describes a promising 2023 student venture, not a mature platform with verified outcomes, a successful later launch, or confirmed operations as of August 18, 2026.
Key takeaways
- Cledge was founded by University of Washington computer science students Ayan Gupta and Faraz Qureshi.
- According to GeekWire on June 1, 2023, Cledge had an early minimum viable product and approximately 30 paid users.
- Cledge planned to combine educational content, AI-generated recommendations, student-progress tracking, college search, and paid human services such as essay review.
- The planned price was about $240 per year, but that was a 2023 proposal rather than a currently verified subscription price.
- Cledge won $25,000 as the grand-prize winner of UW’s 2023 Dempsey Startup Competition.
- Authoritative sources reviewed do not confirm that Cledge’s planned summer 2023 product launch occurred or that the company remains active in 2026.
What is Cledge?
Cledge was a student-led University of Washington startup designed to make college-admissions counseling more affordable through a combination of software and human assistance. Founders Ayan Gupta and Faraz Qureshi were UW computer science students and participants in the Lavin Entrepreneurship Program, according to the UW Allen School profile of the founders.
The product thesis was broader than a chatbot that answers occasional questions. Cledge proposed following a student over time, collecting information about academic work, activities, career interests, scholarships, and goals, then turning that information into planning suggestions and progress feedback.
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Gupta said the idea grew partly from his experience after enrolling at UW. Families began asking him for admissions advice, and he saw how much preparation could vary between students who had access to private counselors and students who did not. That origin story is founder testimony, not independent research proving that counseling alone causes different admissions outcomes.
What problem was Cledge trying to solve?
Cledge was trying to address unequal access to personalized admissions advice—not merely the fact that college applications are complicated. Students with private advisers may receive help planning courses, selecting activities, building a college list, preparing essays, and interpreting deadlines. Other students may have limited access to school counselors or may receive only general online information.
GeekWire reported on June 1, 2023, that independent college consultants could charge as much as $20,000. That figure describes the high end cited in the reporting, not a universal consulting price. The same report attributed to Gupta an estimate that approximately 94% of college-bound high-school students could not afford private counseling. The 94% figure was a founder estimate, not an independently verified national statistic.
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Cledge’s proposed answer was to automate the repetitive parts of advising so that basic planning and information would cost much less than bespoke consulting. The intended benefit was wider access, but lower cost alone does not guarantee accurate, fair, or appropriate advice.
How was Cledge supposed to work?
Cledge was designed as a longitudinal advising system: a student would build a profile over several years of high school, receive recommendations, and update the profile as circumstances changed. The public descriptions suggest the following workflow.
- Enter student information. The proposed inputs included grades, extracurricular activities, career goals, scholarships, academic interests, and related personal information.
- Learn through educational content. Cledge planned to provide videos and other guidance about college readiness and application preparation.
- Create an academic and extracurricular plan. The system would help connect a student’s goals with possible courses, activities, and preparation steps.
- Track progress. A feature called “Student Metrics” was intended to show how a student was progressing toward a desired outcome or target college.
- Receive recommendations. The AI would use the student profile to suggest ways to strengthen preparation or explore alternatives.
- Search for colleges. The proposed search tool would consider career paths, potential earnings, cost, academic rigor, student life, workload, and well-being rather than relying only on rankings.
- Escalate to human services. Planned paid add-ons included essay review and real-time consulting.
The June 1, 2023 GeekWire report described these features as part of Cledge’s product direction. The UW account similarly said the system would use information such as career goals and extracurricular activities to recommend ways students could improve their preparation and application prospects.
What did “automate college admissions counseling” mean?
In Cledge’s 2023 reporting, automation meant automating much of the planning, feedback, recommendation, and information-gathering workflow that a counselor might perform. Cledge was not described as having authority over admissions offices, making admissions decisions, or guaranteeing acceptance.
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Repair common Windows errors and clear accumulated junk for a smoother, more stable PC - no reinstall needed.Free scan · no reinstallA more precise description is that Cledge was proposing an AI-assisted college-planning and selection system. The system could potentially organize information and produce repeatable guidance, while humans would still be needed for judgment-heavy or unusual situations.
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The early product stage reinforces that interpretation. When GeekWire published its report, Gupta was still handling some one-on-one counseling for Cledge’s approximately 30 paying users because the product was not yet ready to automate most of the work. A platform that requires its founder to provide the service manually is materially different from a fully autonomous counselor.
What kind of recommendations might Cledge make?
Cledge’s public example involved a student interested in computer science who might be advised to take AP Chemistry or AP Biology. The example illustrated how the proposed system could connect a career interest with possible academic preparation.
That recommendation should not be treated as universally correct. Course availability, preparation, workload, school resources, health, disability accommodations, family responsibilities, and the requirements or preferences of a particular college all affect whether an advanced course is appropriate. The public sources do not show that Cledge validated recommendations such as this against later admissions outcomes.
For students, the sensible use of an automated recommendation would be as a discussion prompt—not as an instruction. A student should check a suggestion against the actual course catalog, school counselor guidance, target-college requirements, workload, and personal circumstances.
How did Cledge define college fit?
Cledge wanted college search to go beyond rankings and acceptance odds by considering the relationship between a student’s goals and the practical experience of attending a particular institution.
| Proposed factor | Why it matters | What makes it difficult to automate |
|---|---|---|
| Career path | Connects a college choice with a student’s intended direction. | Students may change interests, and career outcomes vary by major, region, economic cycle, and individual circumstances. |
| Potential earnings | Helps families consider long-term financial outcomes. | Earnings data can obscure debt, cost of living, unpaid work, job satisfaction, and differences between majors or graduates. |
| Cost | Shows whether attendance may be financially realistic. | Published prices are not the same as a student’s actual net price after aid, scholarships, housing, travel, and family contributions. |
| Academic rigor | Addresses learning demands and preparation. | Rigor is difficult to compare consistently across programs and institutions. |
| Student life and well-being | Reflects belonging, support, workload, and day-to-day quality of life. | These are subjective, unevenly reported, and highly dependent on the student’s identity and needs. |
The founders specifically recognized that “intangible” information such as student life, well-being, and workload would be hard to collect. That tension is central to Cledge’s idea: the product’s value depends on personalizing advice, but the most important parts of college fit are often the least standardized.
A college recommendation optimized only for admission probability, prestige, or projected earnings could be technically sophisticated and still be a poor recommendation for a particular student. A useful system would need to make its objective clear: is it optimizing for affordability, admission likelihood, career outcomes, well-being, academic match, or the student’s own stated priorities?
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Cledge’s reported business model combined a free basic platform with a planned annual subscription of approximately $240 per year, plus paid add-ons such as essay review and real-time consulting. The $240 price point was reported by GeekWire in 2023; it is not verified current pricing.
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| Service category | Cledge’s reported plan | What is verified |
|---|---|---|
| Basic platform | Planned free access to the public version. | The company planned this model; a current free product is not verified. |
| Annual subscription | About $240 per year. | Reported planned price in 2023, not a confirmed 2026 offer. |
| Essay review | Paid add-on. | Planned service; current availability and pricing are unknown. |
| Real-time consulting | Paid add-on. | Planned service; current availability and pricing are unknown. |
The pricing plan exposed a difficult business-model trade-off. Software can make basic planning inexpensive, but essay review and live consulting require human time. The more individualized those services become, the harder it is for the company to maintain software-like economics unless it develops efficient review workflows, a lower-cost adviser network, or reliable automation with appropriate human oversight.
What was Cledge’s stage in 2023?
Cledge was an early-stage startup rather than a proven national admissions platform. According to GeekWire’s June 1, 2023 report, Cledge had an MVP and approximately 30 paid users. The article said the user count also reflected the amount of counseling the team could handle while the product remained insufficiently automated.
Cledge planned a second version for summer 2023. The planned version was intended to automate most features and make the product free for users. Available authoritative sources reviewed for this article do not establish that the second version launched, how many users it acquired, whether retention improved, or whether the intended automation worked at scale.
The distinction between a startup pitch and validated performance is important:
| Evidence from 2023 | What it supports | What it does not prove |
|---|---|---|
| MVP with about 30 paid users | Some early users paid for the service and the team had initial demand. | Product-market fit, retention, accuracy, or scalable operations. |
| $25,000 competition prize | UW competition judges selected Cledge as the winning student venture. | Admissions improvements, revenue sustainability, or investment success. |
| Planned free version and $240 subscription | The founders had a proposed access and pricing strategy. | That the public version launched or that the price remained available. |
| AI recommendations and progress metrics | The product concept included personalization and tracking. | Validated predictive accuracy or guaranteed admissions outcomes. |
Who were Cledge’s competitors?
Cledge positioned itself against two broad groups: expensive independent college consultants and technology companies offering college search, matching, planning, acceptance-related feedback, or advising.
Cledge specifically named CollegeVine in its public positioning. A Cledge presentation hosted by the UW Foster School also named CollegeVine and myKlovr as competitors. The presentation described CollegeVine as combining free content, college search, and paid advising, while positioning Cledge around continuously personalized student progress and AI-assisted guidance.
| Alternative | Typical strength | Important limitation or question |
|---|---|---|
| Private college counselor | Context-sensitive judgment, family communication, essay feedback, and support for unusual cases. | Can be far more expensive; families should request scope, credentials, deliverables, and refund terms. |
| School counselor | Knows the student’s school context and can often provide guidance without a separate consulting fee. | Time and caseload may limit individualized support. |
| CollegeVine | College search, educational content, profile assessment, and advising categories. | Current pricing and the limits of any acceptance estimate should be checked directly with the provider. |
| myKlovr | College-planning and project-management support, as referenced in Cledge’s presentation. | Current availability, pricing, and data freshness were not verified in the reviewed sources. |
| AI planning tool | Fast, low-cost organization and general suggestions. | May produce stale, biased, overconfident, or context-insensitive advice. |
Cledge’s presentation included a claim that its market opportunity was $4.2 billion. That figure should be treated as a company estimate, not independently verified market-size data. The presentation also mentioned IBM, Microsoft for Startups, and OpenAI; those references do not, by themselves, establish endorsement, investment, or a formal technology partnership.
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What are the risks of automating admissions advice?
Automated admissions advice can expand access, but a recommendation engine may also make a complex process look more certain than it is. The central risk is not only that an answer could be wrong; it is that a student or parent could mistake a plausible answer for a validated prediction.
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Accuracy and false precision
Admissions outcomes depend on changing institutional policies, applicant pools, school context, major, geography, academic record, essays, recommendations, aid, and many factors that are difficult to model. A progress score or competitiveness indicator should be treated as decision support, not a guarantee of admission.
Bias and unequal opportunity
A system trained on historical admissions or college-outcome data can reproduce existing inequalities. A recommendation may favor students who have access to expensive extracurricular activities, advanced courses, test preparation, transportation, or well-resourced schools.
A responsible system would need to ask whether it distinguishes opportunity from achievement and accounts for students with disabilities, caregiving responsibilities, paid work, interrupted schooling, limited course availability, or other circumstances. The sources reviewed do not establish how Cledge addressed those issues.
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A product collecting high-school students’ grades, activities, career interests, scholarship information, and possibly financial details would need clear policies for consent, retention, security, access, and deletion. The reviewed sources do not provide verified information about Cledge’s privacy practices, compliance posture, or handling of minors’ data. That is an unanswered product-governance question, not evidence of a legal violation.
Stale or incomplete college information
Costs, deadlines, testing policies, course requirements, aid rules, and institutional priorities change. A college-search system needs current source data and should show when important information was last updated. A family should verify consequential details with the college and official financial-aid sources.
Human judgment and sensitive cases
Students with unusual academic histories, health concerns, family obligations, financial-aid complications, disciplinary records, or major changes in circumstances may need a human adviser. The 2023 product’s reliance on founder-provided one-on-one counseling suggests that automation and human support were intended to coexist rather than that AI had already replaced counselors.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.What happened to Cledge after the 2023 pitch?
As of August 18, 2026, the available authoritative sources confirm Cledge’s 2023 competition win, its founders, and its proposed product direction. Those sources do not confirm a successful summer 2023 launch, current user numbers, revenue, venture funding, a current subscription page, continued operation under the Cledge name, acquisition, shutdown, or pivot.
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Verified: Cledge won the 2023 UW Dempsey Startup Competition grand prize; UW published profiles describing the founders and product; and a Cledge presentation hosted by UW Foster described its market, features, and named competitors.
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Not verified: A later product launch, current customers, funding, revenue, active operations, acquisition, shutdown, or a current official pricing page.
A third-party directory may provide a lead about a company’s status, but directory language is not strong enough to establish whether Cledge is active, inactive, or operating under another name. The responsible conclusion is therefore limited: Cledge should be described primarily as a 2023 UW student startup and business concept unless a current official source or direct founder confirmation establishes what happened next.
What can students and parents learn from the Cledge concept?
Cledge’s strongest idea was not that an algorithm could replace every counselor. The stronger idea was that software could reduce repetitive information work and make basic planning more accessible, while human advisers handled complex judgment.
- Use AI-generated suggestions as questions to investigate, not as admissions promises.
- Verify deadlines, requirements, costs, aid information, and testing policies with official college sources.
- Ask whether a recommendation accounts for school resources, family finances, disability, work, caregiving, health, and personal priorities.
- Compare college fit using affordability, academic support, workload, location, student life, and well-being—not only prestige or predicted admission odds.
- Use school counselors, financial-aid offices, nonprofit advisers, or qualified human counselors when a situation is unusual or high stakes.
Families considering any current admissions-technology product should also check whether the company clearly explains its data sources, update schedule, privacy controls, human review, limitations, and pricing before entering a minor’s information.
Was Cledge a proven replacement for college counselors?
No. Cledge represented a plausible direction for admissions technology: automating planning, information gathering, progress tracking, and basic recommendations. But the evidence available describes an MVP with about 30 paid users in June 2023, founder-delivered counseling, and a planned future release—not a validated replacement for human counselors.
The $25,000 UW competition win shows that Cledge presented a compelling student venture in 2023. It does not establish recommendation accuracy, improved admissions outcomes, sustainable revenue, or current operation. The best-supported interpretation is that Cledge was an early experiment in making personalized college guidance more affordable, with its biggest unanswered questions involving data quality, fairness, privacy, human oversight, and whether the planned product ever reached scale.
Frequently Asked Questions
What was Cledge?
Cledge was a University of Washington student startup founded by computer science students Ayan Gupta and Faraz Qureshi. The proposed platform combined AI-assisted college planning, educational content, student-progress tracking, college search, and optional human services such as essay review and consulting.
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How much did Cledge cost?
Cledge planned a free basic platform and an annual subscription of about $240, with paid essay-review and real-time consulting add-ons. The $240 figure was reported in 2023 and is not verified as current pricing in 2026.
Did Cledge replace human college counselors?
No. When Cledge was reported on June 1, 2023, the startup had an MVP with approximately 30 paid users and its founder was still handling some one-on-one counseling. The concept was closer to an automated planning assistant supplemented by human help than a fully autonomous counselor.
Is Cledge still operating in 2026?
Cledge’s current operating status is not verified from the authoritative sources reviewed. The sources confirm its 2023 UW competition win and product plans but do not confirm a later launch, current users, funding, acquisition, shutdown, or continued operation.
The Bottom Line
Bottom line: Cledge’s 2023 pitch identified a real problem—unequal access to personalized college guidance—and proposed using AI to make routine planning more affordable. The public evidence supports calling Cledge an early UW startup with a promising concept, not a proven admissions counselor, prediction engine, or currently verified product.
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