CASE STUDY 2025
From photo to listing
in 30 seconds.
AI that sees a property photo and writes an emotional sales listing + generates social posts.
Performance
10x
Faster Listing
Manual vs AI Listing
Real estate agents spend hours writing texts. Most listings are boring ('2-bedroom flat for sale') and lack emotion, lowering the price.
MANUAL WORK
Boredom & Routine
3 hours per listing
AI AUTOMATION
AI Enhanced
Modern Loft, Prague 1
24,500,000 CZK
Emotional Copy
SEO Optimized
Powered by Vision AI & Make
The Blueprint
Engine Architecture
From property photo to live listing.
Tech Stack
SMBTelegram
Interface
FreeMake
Orchestration
Pro PlanOpenAI
Vision & Text
Pay-per-tokenDropbox
Storage
Standard⚡ Implementace: 1–2 týdny, rychlý start s SaaS nástroji
Vibe Coding Process
How we built it in 6 days? We combined top-tier Vision models with creative prompting.
TimeReal-time
Data100% Capture
DAY 01
Vision AI Testing
Analysis of models' capabilities to detect interior details (floors, light).
DAY 03
Tone of Voice
Creating personas (Investment vs Family Broker) for output variability.
DAY 06
Integration
Connection to broker workflow and automatic export to social networks.
Measured Results
Quality
Consistent
Flawless and sales-oriented copy
Leads
Higher CTR
Thanks to better headlines
"The real estate market has slowed down. The winner is the one who can sell emotion, not just technical parameters."