A Smart Property Finder and In-Person Verification System for Transparent Real Estate Transactions

Existing property portals commonly emphasize listing discovery, location filters, photographs, and direct contact. Mapping services can support location-based exploration, while appointment tools help coordinate visits. Identity and document-management functions can add another layer of review. However, these functions are not always presented as a single, user-visible lifecycle that clearly separates a self-declared listing from a listing checked through a documented process. The proposed design focuses on the connection between search, visit scheduling, verification evidence, and status history. Its main contribution is a workflow-oriented model: the system should show what was checked, when it was checked, and what remains unverified. This framing avoids using a single ambiguous “verified” label without explanation.

The architecture separates the user interface, application services, and persistent data. The user interface supports search and listing management. Application services validate requests, enforce role permissions, schedule visits, and maintain verification records. The database stores structured listing data and status history. File storage may hold listing images and permitted verification documents, subject to access controls and retention rules. Search need Property Portal Filters & listings Property Records Owner / details Verification Visit & confirm Booking Module Schedule visit Feedback & Status Verified / issue

Figure 1. High-level flow between users, listing services, property records, visit scheduling, and verification status.

The methodology begins with requirements analysis, followed by data modelling, interface design, service implementation, and scenario-based testing. A listing moves through distinct states so that users can distinguish a newly submitted property from one reviewed by the platform or inspected in person. Each transition should be timestamped and linked to the responsible role. 1. Submit Property listing 2. Review Document checks 3. Visit In-person inspection 4. Resolve Confirm / flag Status log records evidence, date, responsible party and outcome

A proposed verification procedure can include the following steps: (1) confirm that required listing fields are present; (2) review contact and supporting information provided by the submitter; (3) schedule an in-person visit with the relevant parties; (4) record the date, checklist items, and observations; (5) allow discrepancies to be reported; and (6) update the listing status after review. The interface should display the scope and date of verification so that users do not interpret it as a universal legal certification.

The platform should allow users to register and sign in securely, search by location and price range, filter by property type and features, view listing details, save shortlisted properties, and request visits. Owners or agents should be able to submit and update listings. Authorized verifiers should record checklists and visit outcomes. Administrators should review reports, handle duplicate or stale listings, and maintain a history of decisions.

Each property card should show the asking price, approximate location, property type, area, key amenities, availability update date, owner or agent contact pathway, and the precise verification status. Labels such as “listing details reviewed” and “in-person visit recorded” are more informative than a generic badge. Users should be able to open the status explanation and understand the date and scope of the checks performed. The visit request interface should present available time slots, confirmation state, and cancellation or rescheduling options. After a visit, users should be able to submit structured feedback and report a mismatch. A clear process for resolving reports is important to avoid allowing unsupported accusations to become public statements without review.

Future work may add map-based search, duplicate-listing detection, multilingual interfaces, accessibility improvements, appointment reminders, verified feedback moderation, and integration with authorized public-record sources where legally and technically feasible. Automated image or text checks could flag potential duplicates or incomplete descriptions, but human review should remain available for consequential decisions. A mobile application and notification service may improve coordination between users, owners, and field staff. 11. Conclusion The proposed Smart Property Finder and In-Person Verification System integrates property search with visit scheduling, structured inspection records, discrepancy reporting, and transparent status history. Its central design principle is to make the scope of verification visible instead of treating a single label as proof of every aspect of a property. By separating submitted details, reviewed information, and recorded in-person visits, the system can help users make better-informed comparisons and support more accountable listing management. Future implementation and user testing are required to assess usability, operational feasibility, and measurable impact.