LinkEdu ("LinkEdu.AI," "we," "us," or "our"), a company incorporated in the Commonwealth of Virginia, United States, integrates artificial intelligence features throughout the Platform to enhance the experience for students and universities. The "Platform" refers collectively to the LinkEdu.AI website (linkedu.ai), all associated web and mobile applications, APIs, AI-powered tools, and related services. This AI Use Policy explains how these features work, their limitations, and your responsibilities when using them.
This policy should be read together with our Terms of Service, Privacy Policy, and Cookie Policy.
1. Purpose of AI Features
Our AI features are designed to assist users by providing data-driven insights, personalized recommendations, and informational guidance related to international education. They aim to save time, surface relevant opportunities, and help users make more informed decisions. However, they are tools to support decision-making, not replacements for professional judgment.
2. Types of AI Features on LinkEdu.AI
The Platform currently offers the following AI-powered features:
2.1 AI Advisor
A conversational AI assistant that provides personalized guidance about programs, scholarships, applications, and study-abroad planning. Powered by a large language model, it responds to user questions with contextual information based on their profile.
2.2 Admission Chances Analyzer
An AI tool that estimates a student's probability of admission to specific university programs based on academic profile data, test scores, and program requirements. It uses a combination of rule-based scoring and AI-generated reasoning to produce detailed analyses, including score breakdowns, explanations, and improvement suggestions.
2.3 Visa Helper
An AI-powered tool that provides country-specific visa information, answers visa-related questions, and generates pre-departure checklists. Visa guidance is based on general knowledge and should always be verified with official government sources.
2.4 Connection Suggestions
An AI algorithm that suggests peer connections based on shared destinations, interests, fields of study, and other profile attributes, enhanced with AI-generated explanation text.
2.5 AI Program Discovery
When the Platform's database does not contain sufficient programs matching a student's query, AI may generate suggestions for additional real university programs based on the student's criteria. These AI-discovered programs are clearly labeled.
3. Informational Nature of AI Outputs
All AI-generated content on LinkEdu.AI, including text responses, probability scores, recommendations, checklists, and suggestions, is provided strictly for informational and educational purposes only. AI outputs reflect algorithmic analysis based on available data and may not account for all factors relevant to your specific situation. AI features are powered by third-party large language models and LinkEdu's proprietary algorithms. Outputs may vary between sessions and are not guaranteed to be consistent, complete, or free from error.
4. No Guarantees
LinkEdu.AI does not guarantee any of the following based on AI outputs:
- Admission to any university or program
- Approval of any scholarship application
- Approval of any visa or immigration application
- Accuracy of admission probability scores or rankings
- Completeness of program information, requirements, or deadlines
- Correctness of any specific recommendation or suggestion
AI-generated recommendations may be incomplete, outdated, or inaccurate. Users must independently verify all information with official sources, including university admissions offices, government immigration agencies, and qualified professionals.
5. No Legal, Immigration, or Professional Advice
AI features on LinkEdu.AI do not constitute legal advice, immigration counsel, financial advice, or licensed educational counseling. The Visa Helper, for example, provides general informational content about visa categories and requirements but does not replace consultation with a licensed immigration attorney or official government resources.
6. User Responsibility to Verify Information
You are solely responsible for verifying all information provided by AI features before acting on it. This includes confirming program requirements, application deadlines, visa document requirements, and any other details with authoritative sources. LinkEdu.AI is not liable for decisions made based on AI-generated content.
7. Fair Use Limits for Students
Free student accounts are subject to monthly usage limits on AI features to ensure fair access for all users. These limits currently include:
- AI Advisor: 30 prompts per month
- Admission Chances Analysis: 10 analyses per month
- Visa Helper Q&A: 20 questions per month
Usage limits are subject to change. Current usage can be viewed within the student portal.
8. Misuse and Abuse of AI Features
You agree not to:
- Use AI features to generate content that is harmful, discriminatory, misleading, or illegal
- Attempt to extract or reverse-engineer the AI models or their training data
- Automate requests to AI features using bots, scripts, or other programmatic means without authorization
- Use AI outputs to create competing products or services
- Submit queries designed to manipulate, confuse, or exploit the AI system
Violations may result in temporary or permanent suspension of access to AI features or your account.
9. Service Quality and Availability Disclaimer
AI features are provided on an "as is" basis. We do not guarantee uninterrupted availability, consistent response times, or uniform quality of AI outputs. AI systems may experience downtime for maintenance, updates, or due to third-party service interruptions. We reserve the right to modify, suspend, or discontinue any AI feature at any time without notice.
10. Updates to AI Systems
We continuously improve our AI features. Changes may include updates to underlying AI models, scoring algorithms, prompt engineering, and data sources. These updates may affect the outputs and recommendations you receive. Significant changes will be reflected in an updated version of this policy.
11. Contact
If you have questions about our AI features or this policy, contact us at:
- Company: LinkEdu
- Email: legal@linkedu.ai
- Platform: LinkEdu.AI
- Jurisdiction: Commonwealth of Virginia, United States