For college students · Free forever

Lost something
on campus?
We'll match it.

ReclaimX automatically matches lost and found reports on your campus using a weighted scoring engine — no manual searching, no sharing private details publicly, no fraud.

SR
MK
AJ
+10
Trusted by students on campus
Privacy-first
ReclaimX dashboard showing matched items
Match Score
87%
Blue Backpack · Campus A
Trust Points
+10
Item successfully returned
scroll
55%+
Match Threshold
Minimum confidence score before a match is created
<2s
Scoring Speed
Time to score all campus items after a report is submitted
0
Sensitive Data Exposed
Only item names appear publicly — all other details are private
100%
Free for Students
No subscriptions, no fees, no ads — ever

Real screens from the platform

Every screen designed to reduce friction while keeping your data private.

01 · Report
Report a lost item in under 2 minutes
Fill in the item name (public), description (private), location, and hidden verification details. These hidden details are used later to prove ownership — and are never shown to anyone else.
Item name is the only public field
Hidden attributes stored encrypted for verification
Draft saves automatically — finish later
reclaimx-chi.vercel.app/report-lost
Report Lost Item screen
02 · Match
See your matches with confidence scores
The scoring engine runs automatically when new reports arrive. You see each match with a percentage confidence ring showing how strong the match is across all four scoring signals.
Confidence score based on 4 weighted signals
High-confidence matches highlighted automatically
Dismiss false matches with one click
reclaimx-chi.vercel.app/matches
My Matches screen
03 · Verify
Prove ownership before any contact
The claimer must answer 3 private questions about the item before any contact information is shared. Answers are scored using Jaccard word similarity — 60% or above passes.
Questions drawn from your private report
Partial matches allowed — exact wording not required
3 wrong attempts = account suspended
reclaimx-chi.vercel.app/matches
Verification modal
04 · Dashboard
Track everything from one place
Your dashboard shows active reports, recent campus activity, match counts, and your trust score — all in real time. Manage, delete, or view details on any report you've submitted.
Live campus activity feed
Details modal — no page reload
Trust score with Bronze / Silver / Gold levels
reclaimx-chi.vercel.app/dashboard
Dashboard screen

Built differently from the start

Most campus lost & found systems are notice boards. ReclaimX is a matching engine with fraud prevention built into every step.

Automatic matching, not manual searching
When you submit a report, the scoring engine immediately checks every opposing report on your campus. You don't browse — you get notified when a match is found.
Old way: Post on WhatsApp group, hope someone responds
ReclaimX way: Engine scores and notifies automatically
Your details stay private by default
Only the item name is ever publicly visible. Your description, photos, and contact details are never shown to anyone — not even matched finders — until ownership is verified.
Old way: Post photo of your ID on Facebook
ReclaimX way: Zero sensitive data shown publicly
Fraud prevention, not just matching
Anyone can claim they own something. ReclaimX requires claimants to answer 3 questions derived from your private report — details only the real owner would know.
Old way: Trust whoever shows up and says "it's mine"
ReclaimX way: Verified ownership before any contact
Features

How the platform works

Six core capabilities designed around the real problems students face when losing things on campus.

Weighted Scoring Engine
When you submit a report, the engine immediately scores it against every open opposing report on your campus. No ML required — the weighted combination of four signals produces reliable match scores in under 2 seconds.
Text similarity (item name + description)40%
Image presence signal30%
Location token overlap20%
Time decay (72h window)10%
Jaccard similarity · campus-scoped · campus_id + category filter
Privacy First
Only the item name is public. Descriptions, images, and hidden attributes are stored privately and never shown to other users.
Zero public sensitive data
Fraud Prevention
3-question dynamic verification from private report attributes. 3 failed attempts trigger automatic account suspension.
3-strike system
Trust Score System
Earn points for successful returns. Bronze to Silver to Gold. Both reporter and finder earn +10 points on every confirmed handover.
+10 pts per return
Works Offline
Full PWA support. Submit reports without network — they sync automatically when you reconnect.
Service Worker + offline queue

How recovery works, step by step

From the moment you lose something to the moment you get it back — here's exactly what happens.

1. You report the lost item
Add the item name, last-seen location, category, campus, and private verification details (interior colour, unique marks, contents). The scoring engine starts watching immediately.
Takes under 2 minutes
2. Someone reports a found item
A finder submits a found report on your campus with the same category. The engine immediately scores it against your report using text, image, location, and time signals.
Scoring runs in <2 seconds
3. You're notified of a match
If the score is 40 or above, a claim is created and you see it in "My Matches" with a confidence percentage. High-confidence matches (80%+) are highlighted.
Match threshold: 40/100
4. The claimer verifies ownership
The claimer answers 3 questions generated from your private hidden attributes. Answers are scored with Jaccard word similarity — 60% needed to pass. 3 wrong attempts = suspension.
Verification threshold: 60%
5. Secure handover at a campus location
Both parties meet at a safe campus location. Both confirm the handover in the app. Each earns +10 trust points. The case is closed and reports are resolved.
+10 trust points for both parties

What students say

"Reported my lost keys and got matched the same day. The verification questions were smart — it was immediately obvious only I would know those answers."
SR
Sniper R.
Computer Science · Campus A
"I found a wallet near the library. Reported it as found and within 20 minutes the engine had matched it to someone's lost report. No awkward posting on groups."
MK
Meera K.
Information Technology · Campus B
"The privacy model is exactly right. I didn't have to post photos of my ID on a WhatsApp group. My details stayed private until ownership was actually verified."
AJ
Arjun J.
Electronics · Campus A

Common questions

Answers to what students actually ask about matching, verification, and privacy.

How does the matching engine actually work?
When a report is submitted, the engine scores it against every open opposing report on the same campus with the same category. The score is a weighted combination of: text similarity (40%), image presence signal (30%), location token overlap (20%), and time decay (10%). A score of 40 or above creates a match claim. Campus and category must match exactly — no cross-campus matching.
What are the 3 verification questions?
The questions are generated from 3 private fields you fill in when reporting a lost item: interior colour or lining, unique marks/scratches/stickers/engravings, and what the item contains. These are never shown publicly. The claimer's answers are compared using Jaccard word similarity — 60% or above is a pass. Wrong answers below 60% count as failed attempts. 3 failures trigger account suspension and fraud logging.
What information is publicly visible?
Only the item name is publicly visible in the browse feed. Your description, photos, hidden verification attributes, and contact information are never shown to any other user. Images are stored privately on Cloudinary and are only used internally by the scoring engine for the image presence signal.
How does campus isolation work?
Every lost and found report stores a campus_id field. The matching engine only queries items where campus_id matches exactly. There is no cross-campus matching. Students on Campus A will never see or be matched with reports from Campus B. This is a query filter, not a separate database — adding new campuses requires no schema changes.
Can I be scammed or impersonated?
The verification system is specifically designed to prevent this. Since only you know the hidden attributes (interior colour, unique marks, contents), anyone trying to falsely claim your item would fail the 3-question verification. Three failed attempts suspend the account and log the fraud. There is no way to pass verification without knowing the private details you stored when reporting.
Does ReclaimX work on mobile?
Yes. ReclaimX is a Progressive Web App (PWA). You can install it on Android or iOS from the browser — no app store needed. It works offline: reports submitted without a network connection are queued in IndexedDB and automatically synced when you reconnect.
Is there a cost for students or campuses?
ReclaimX is completely free for students. There are no subscriptions, no premium tiers, no ads. It is an academic final year project. Adding a new campus requires only a new campus_id value — no infrastructure cost or admin setup.
What data does ReclaimX store about me?
ReclaimX stores your name, email, campus, trust score, and submitted reports. Report data includes the item name, category, location, description, and hidden verification attributes. Photos are stored on Cloudinary. Firebase handles authentication — ReclaimX only stores the Firebase UID, not your password. Sensitive data like Aadhaar numbers, PAN, and card numbers are actively filtered from descriptions.

Ready to recover your item?

Free for every student. Under 2 minutes to register. Your details stay private.

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