Rental Market Intelligence Agent
You visit 8-10 competitor property manager websites weekly, manually copy vacancy data into spreadsheets, calculate days on market, and track price changes. You also want to find self-managed landlords on Zillow but don't have time to search manually. This process takes hours every week and costs $1,000 per month in labor.
Every week, you receive an email with a link to your market report. You download the Excel file showing all competitor vacancies sorted by price within bedroom categories, summary statistics by city, price changes week-over-week, and a separate list of self-managed Zillow properties you can contact for management agreements. You review the report in your weekly team meeting without any manual data entry.
Manual competitor tracking costs $1,000 per month and takes hours every week.
Property managers like Dawn visit 8-10 competitor websites weekly, manually copy vacancy data into spreadsheets, calculate days on market, and track price changes.
Someone spends hours visiting competitor sites, copying addresses, rents, and availability dates into Excel.
Zillow has properties that could become management clients, but finding them manually doesn't scale.
The current manual process costs $1,000 monthly in labor that could be eliminated.
Automated weekly reports replace manual spreadsheet work and surface new leads.
Automated weekly scraping replaces the hours spent visiting competitor sites and copying data.
Properties listed on Zillow that aren't managed by competitors you track are flagged as sales opportunities.
Summary statistics show vacancy counts, price changes, and days on market so you can position your properties competitively.
Download and review the report in your preferred format without logging into another platform.
The agent scrapes 8-10 competitor property manager websites and Zillow weekly, deduplicates properties across sources, and delivers a formatted Excel report showing where your pricing falls in the market, which units dropped rent, and which Zillow properties are self-managed landlords you can contact. You get fresh market intelligence every week without visiting competitor sites or copying data into spreadsheets.
How the agent works
Every week, the agent scrapes competitor websites and Zillow, deduplicates properties, and delivers a market report.
The agent visits 8-10 competitor vacancy pages weekly, extracting addresses, rent prices, bedrooms, bathrooms, property types, and availability dates.
The agent searches Zillow for rental listings in Corvallis, Albany, Philomath, and Lebanon, capturing the same property details.
The agent removes Zillow listings that match competitor property manager names or addresses, leaving only self-managed properties as sales leads.
The agent calculates vacancy counts, price changes, and days on market by city and bedroom count, then formats results in Excel.
The agent emails you when the report is ready with a link to view the dashboard and download the Excel file.
Competitor property manager websites +
Direct URLs to vacancy pages for 8-10 property managers you track. The agent scrapes these weekly to extract property details.
Zillow rental listings +
Rental listings in Corvallis, Albany, Philomath, and Lebanon. The agent searches these weekly to find self-managed properties.
Historical property data +
Previous weeks' scraped data stored in the database, used to calculate days on market, price changes, and track properties over time.
Extract property details from competitor websites +
Parse addresses, rent prices, bedrooms, bathrooms, property types, and availability dates from competitor vacancy pages.
Extract property details from Zillow +
Parse the same property fields from Zillow rental listings in your service areas.
Normalize addresses for matching +
Standardize address formats (e.g., 'Main St' vs 'Main Street', 'Apt 5' vs '#5') so properties can be accurately matched across sources.
Deduplicate by property manager name and address +
Remove Zillow listings that match competitor property manager names or addresses, leaving only self-managed properties.
Calculate market metrics +
Compute days on market, days listed, price changes week-over-week, and vacancy counts by city and bedroom count.
Format results for Excel and dashboard +
Organize properties by city and bedroom count, sort by price, and prepare summary statistics tables.
Weekly market report in Excel +
Formatted spreadsheet with property listings sorted by price within bedroom categories, summary statistics by city, and price change flags.
Self-managed Zillow leads list +
Separate list of properties found on Zillow that aren't managed by competitors you track, labeled as sales opportunities.
Web dashboard with filtering +
Interactive view of all tracked properties with sorting and filtering by city, bedroom count, property type, and source.
Weekly email notification +
Email alert when the report is ready, with a link to the dashboard and summary of new vacancies and leads found.
Is this for you?
- + Property management companies tracking competitor vacancies - If you manually monitor competitor websites weekly to stay competitive on pricing and availability, this agent eliminates that work.
- + Owners seeking to grow through management acquisitions - If you want to identify self-managed landlords on Zillow as sales leads for management agreements, this agent surfaces them automatically.
- + Teams that review market data weekly in meetings - If you use vacancy and pricing data to make leasing decisions, this agent delivers fresh data in Excel format every week.
- + Companies managing 100+ rental doors across multiple cities - If you operate in multiple markets and need to track competitor activity across all of them, this agent scales to handle multiple cities and property managers.
- - Single-property owners - If you manage one or two rental units, the cost and complexity of automated tracking doesn't justify the benefit.
- - Companies that don't review market data regularly - If you don't use competitor vacancy or pricing information to make decisions, this agent won't add value.
- - Teams that need real-time alerts - This agent runs weekly. If you need instant notifications when competitors list or delist properties, a real-time monitoring system would be better.
- - Markets with fewer than 3-4 active competitors - If your market has very few competitors to track, manual monitoring may be simpler than setting up automated scraping.
Pricing and build model
This is a scoped custom build with weekly usage-based runs. The initial build includes the agent, dashboard, database, and email delivery. Weekly scraping and report generation are included in the ongoing cost.
- Initial build covers competitor website scraping, Zillow scraping, deduplication logic, dashboard, Excel export, and weekly email delivery.
- Ongoing cost is usage-based: approximately $20-30 per month for LLM processing (address normalization and deduplication) plus hosting.
- You provide the list of competitor property manager website URLs and confirm the cities to scrape on Zillow.
- If you add new competitors or expand to new cities later, those changes are quick updates to the configuration.
How much time does this agent save compared to manual competitor tracking?
The agent eliminates the weekly process of visiting 8-10 competitor property manager websites, copying vacancy data into spreadsheets, calculating days on market, tracking price changes, and producing summary reports by city and bedroom count. This replaces approximately 10-15 hours per week of manual data entry and analysis. At $1,000 per month in current labor costs, the agent pays for itself immediately.
Can this agent find self-managed landlords on Zillow as sales leads?
Yes. The agent scrapes Zillow for rental listings in your service areas and removes any properties already managed by competitors you track. The remaining Zillow properties are self-managed landlords with no professional property management, labeled as direct sales leads you can contact for management agreements or lease-only services.
What data does the weekly report include?
The report shows all competitor vacancies sorted by price within bedroom categories, summary statistics by city and bedroom count, week-over-week price changes, days on market for each property, and a separate list of self-managed Zillow properties. You download it as an Excel file or view it in the web dashboard with filtering and sorting options.
How does the agent avoid counting the same property twice from different sources?
The agent deduplicates properties across competitor websites and Zillow by matching on property manager names and addresses. Addresses are normalized to handle formatting differences like 'Main St' vs 'Main Street' or 'Apt 5' vs '#5'. Any Zillow property that matches a competitor property manager or address is automatically removed, leaving only self-managed properties as leads.
How often does the agent run and when will I get my report?
The agent runs once per week on a scheduled day (typically Sunday evening or Monday morning). You receive an email notification when the report is ready with a link to view the dashboard and download the Excel file. The entire process is automated, so you don't need to remember to check manually.
What competitor websites can this agent scrape?
The agent can scrape any property manager website with a publicly accessible vacancy page. You provide the direct URLs to the vacancy pages for the 8-10 competitors you want to track. Most property managers use similar website structures, and the agent handles both standard HTML pages and embedded AppFolio vacancy widgets.
Can I use this data to position my pricing competitively?
Yes. The weekly report shows where your properties fall in the market by bedroom count and city. You can see competitor pricing, identify which units are sitting vacant longer than others, and spot price drops that indicate market softness. This is exactly how property managers use the data to make leasing and pricing decisions.
What happens if a competitor website goes down or changes their structure?
The agent logs any scraping failures and still sends you the report with partial data from the sources that worked. You'll be notified which sites failed so you can review them manually if needed. If a competitor's website structure changes permanently, the configuration can be updated quickly to match the new layout.
multi-source-aggregation-deduplication
multi-source-scraping-fuzzy-deduplication
Stop paying $1,000 a month to track competitor vacancies by hand.
Get a weekly market report delivered automatically, with self-managed landlord leads from Zillow, so you can focus on leasing strategy instead of manual research.