ApplyLensAI
Evidence-Grounded Intelligence & Deterministic Matching

Know before you apply.

Gemini extracts eligibility rules and page citations directly from opportunity documents. Our deterministic engine compares them against your profile with zero guesswork.

Verifiable Page References
Multi-Criteria Rule Evaluation
Server-Verified Citations
Preview Example
INTERACTIVE PREVIEW
Fellowship Opportunity

Global AI Fellowship 2026

Analyzed against Student Profile: Undergraduate (3rd Year)

Eligible3 of 3 Mandatory Satisfied
Evaluated Criteria
Education
Req: Undergraduate student • Profile: B.Tech CSE
PASS
Country
Req: India eligible • Profile: India
PASS
Graduation Year
Req: 2026–2028 • Profile: 2027
PASS
Age
Req: Not found in available information
NEEDS INFORMATION
Evidence-backed decision • Page references included
Source: Page 3, Section 2.1

Sample preview demonstrating verified page citations and deterministic profile evaluation.

Built on Trust & Transparency

Why Students & Judges Trust ApplyLens

We separate document understanding from decision making to eliminate AI hallucinations and ensure complete accountability.

Verbatim Quotes

Evidence-Grounded Extraction

Gemini processes documents strictly as untrusted source material, extracting eligibility rules, required documents, and deadlines alongside exact verbatim citations.

Zero Fabricated Pages

Server-Verified Citations

Every cited quote is verified server-side against the raw document page text before reaching your screen. Fabricated quotes or invalid page numbers are immediately flagged.

Rule-Based Engine

Deterministic Decisions

LLMs understand the text; explicit TypeScript code makes the eligibility decision. No unpredictable prompt drift, no probabilistic guesswork, and instant re-evaluation.

The Student Opportunity Dilemma

Why ApplyLens AI?

Students often waste countless hours reading complex eligibility documents—or worse, spend weeks preparing applications for opportunities they cannot actually enter due to hidden clauses.

ApplyLens transforms dense eligibility documents into personalized, evidence-backed decisions in seconds.

01

Understand eligibility instantly

Instead of spending hours sifting through 40-page PDFs, institutional handbooks, and dense guidelines, get an immediate rule-by-rule evaluation against your specific degree, age, country, and academic standing.

Saves 3–5 hours per opportunity document
02

Verify every decision with evidence

ApplyLens grounds every decision in source truth by linking every rule and requirement directly to an exact quotation and page number in the original program document.

Server-verified verbatim citations
03

Know exactly what to do next

Never miss an opportunity due to missing paperwork. ApplyLens summarizes mandatory submission materials, deadline dates, and a clear step-by-step action plan to complete your application smoothly.

Checklist of required docs & critical deadlines
Core Workflow

How ApplyLens Works

A frictionless 4-step pipeline designed to give you clarity and confidence in seconds.

1Step 01

Build Your Profile

Personal & Academic Attributes

Specify your country, academic standing, degree program, current year, expected graduation date, GPA, and skill proficiencies once.

Stored locally in browser (localStorage)
2Step 02

Upload Opportunity

PDF Document or Pasted Text

Drop in official competition guidelines, fellowship brochures, scholarship criteria, or paste the application instructions directly.

Multi-page document ingestion
3Step 03

AI Understands Requirements

Rule Extraction & Verification

The eligibility engine identifies criteria regarding nationality, age, field of study, enrollment status, and required application materials.

Server-verified page citations
4Step 04

Get Your Eligibility Decision

Evidence-Backed Verdict

Receive an instant overall verdict (Eligible to Apply, Not Currently Eligible, or More Information Needed) with rule-by-rule status, evidence quotes, deadlines, and next actions.

Clear, actionable roadmap
Ready to evaluate your next big opportunity?

Stop guessing. Know before you apply.

Set up your profile once, upload any opportunity guidelines, and get instant evidence-backed verification.

Free during hackathon No signup required Instant local profile storage