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Client project · Oct – Nov 2025
Market
watch
Market watch and competitive intelligence tool for a client: automated sync of 5000+ listings, delivered in 1 month.
Role
Full-stack
Duration
1 month
Listings
5 000+
The problem

A client was following a market spread across multiple online platforms, with 5000+ listings to monitor. Without a dedicated tool, knowing their competitive position and reacting quickly to relevant opportunities was impossible.

The solution

The whole market in one place : 5000+ listings tracked across multiple platforms, refreshed automatically all day long.

The market at a glance : Price drop, new listing or simply watching: every listing shows its live status.

Filters and favorites : Instantly find the listings that matter among thousands of entries.

Discreet and reliable : Synchronization at a human pace, without overloading source platforms, no overnight sync.

Visual overview
Market WatchFiltres+ FavoriANNONCE / DÉSIGNATIONPRIXSTATUTSOURCESRéf. A-48213 plateformes · Paris249 €prix en baisse3Réf. B-03922 plateformes · Lyon1 180 €nouveau7Réf. C-11471 plateforme · Bruxelles89 €suivi1Réf. D-22584 plateformes · Berlin540 €prix en baisse55 247 annonces · Sync il y a 4 min1 / 175Dashboard
Filtres avancésRéinitialiserFILTRES ACTIFSFavoris ×Prix en baisse ×< 500 € ×STATUT✓Prix en baisse· 312Nouveau· 891Suivi· 1 204TYPE✓Type A· 438Type B· 612Type C· 381Type D· 214FOURCHETTE DE PRIX0 €max 500 €2 000 €Appliquer les filtresFilters
Results

Delivered in 1 month : From request to first real use, scope held.

Used every day : The client tracks his 5000+ listings daily, with real time savings.

No more missed opportunities : Alerted as soon as a price moves or a listing appears, he reacts in time instead of finding out too late.

Real wins : Opportunities seized that would have been missed without the tool.

Stack
FastAPISQLAlchemySQLiteReactTypeScriptDockerNginxRedisPythonVPS
For the curious

FastAPI + SQLAlchemy backend with O(1) caching and eager loading (zero N+1 queries), React interface with lazy loading, Docker + Nginx on a VPS, automated deployment.

This project illustrates