Automate property data collection & analysis
Collect listing data from the web, clean and analyze it automatically, and get clear insights — no coding needed.
Overview: how our tracker gathers, cleans and analyzes property listings and pushes insights to your tools
Bright Data / Web Sources
Gathers listings from public websites
Clean & Structure
Turns messy info into consistent fields
OpenAI Models
AI highlights key signals and trends
Sheets, Dashboards, Alerts
Results delivered to your tools
Scheduled & Historical
Runs on schedule, tracks trends
Monitors multiple listing sources 24/7 for new properties
OpenAI models detect patterns, anomalies, and opportunities
Get notified immediately when opportunities match your criteria
This system quietly looks across real estate listings, extracts useful details (price, address, size, date listed, etc.), cleans the data so it's consistent, highlights trends or suspicious listings, and delivers the results into Google Sheets, dashboards, or your inbox. Think of it as a helpful research assistant that never sleeps.
The tracker gathers listings from public websites you tell it to watch.
It turns messy listing info into neat, consistent fields like price, bedrooms, and square footage.
AI reads descriptions and highlights key signals — price drops, renovated homes, or likely rental yields.
Results are written to Google Sheets, sent to dashboards, or pushed as alerts to Slack/email.
Everything runs on a schedule and keeps historical data so you can track trends over time.
Imagine you want to find undervalued properties in a city — the tracker fetches new listings every morning, cleans the data, highlights price drops and suspiciously low prices, and adds them to a sheet your analysts check. This quickly surfaces candidate listings you'd otherwise miss.
Demo uses sample data — no live scraping or real accounts are accessed.
Automated daily collection so analysts don't copy/paste.
Consistent, comparable data across listings.
AI highlights price anomalies and trends.
Keep a timeline of market changes.
Sheets, dashboards, alerts or custom integrations.
We can deliver your work like that — a tailored tracker that gathers listings, cleans the data, and sends clear insights to your team.
20–30 minute call to learn target markets and data sources.
We create a small working demo (sample data or opt-in data) so you can see outputs.
You review results, we tweak, then we schedule recurring runs and integrations.
We usually start with sample or opt-in data and ask for access only when you want a live setup.
We only collect public listing data and follow the rules of each site; for large-scale use we discuss compliance and terms.
Yes — we use secure storage options and can discuss hosting and retention policies.
We can deliver your work like that — practical, private, and tailored to your needs.
Note: Demo pages use sample data by default. Live connections require explicit consent and a compliance review when needed.