PropAPIS for Agents and Brokers
Automate CMAs, generate leads, and provide superior client service with real-time market data.
Key Benefits for Agents
- CMA Automation: Generate comparative market analyses in minutes instead of hours
- Lead Generation: Find new listings and motivated sellers automatically
- Market Intelligence: Provide clients with data-driven insights
- Portfolio Tracking: Monitor client properties and market changes
- Competitive Analysis: Track competing listings and pricing strategies
Use Cases
Automated CMA Generation
Generate professional comparative market analyses instantly:
from propapis import PropAPIS
api = PropAPIS(api_key='your_api_key')
def generate_cma(subject_address):
# Get subject property
subject = api.platforms.zillow.get_property(subject_address)
# Find comparable sold properties
comps = api.platforms.zillow.search_sold(
location=subject_address,
radius=0.5,
sold_in_last_days=180,
min_bedrooms=subject.bedrooms - 1,
max_bedrooms=subject.bedrooms + 1
)
# Calculate average price per sqft
total_ppsf = sum(comp.sold_price / comp.sqft for comp in comps)
avg_ppsf = total_ppsf / len(comps)
# Estimate subject value
estimated_value = subject.sqft * avg_ppsf
print(f"CMA for {subject.address}")
print(f"Estimated Value: ${estimated_value:,.0f}")
print(f"\nComparables ({len(comps)}):")
for comp in comps[:5]:
print(f" {comp.address} - ${comp.sold_price:,}")Lead Generation
Find new listings and price reductions:
# Monitor for new listings
new_listings = api.platforms.zillow.search_listings(
location='Austin, TX',
days_on_market_max=3,
status='active'
)
print(f"New Listings: {len(new_listings)}")
for listing in new_listings[:10]:
print(f"{listing.address} - ${listing.price:,}")
print(f" Agent: {listing.listing_agent}")Market Reports for Clients
Generate neighborhood market reports:
# Get market statistics
market = api.platforms.zillow.get_market_trends(location='Austin, TX')
print("Market Report - Austin, TX")
print(f"Median Price: ${market.median_price:,}")
print(f"YoY Change: {market.yoy_change:+.1f}%")
print(f"Active Listings: {market.active_count:,}")
print(f"Avg Days on Market: {market.avg_dom:.0f}")Track Client Properties
Monitor client portfolio values:
# Track client properties
client_properties = [
'123 Main St, Austin, TX',
'456 Oak Ave, Austin, TX'
]
for address in client_properties:
prop = api.platforms.zillow.get_property(address)
print(f"{address}")
print(f" Current Value: ${prop.zestimate:,}")
print(f" 30-Day Change: ${prop.zestimate_change_30d:+,}")Quick Start
from propapis import PropAPIS
api = PropAPIS(api_key='your_api_key')
# Generate quick CMA
subject = api.platforms.zillow.get_property('123 Main St, Austin, TX')
comps = api.platforms.zillow.search_sold(
location='123 Main St, Austin, TX',
radius=0.5,
sold_in_last_days=180
)
print(f"Subject: ${subject.price:,}")
print(f"Comparables: {len(comps)} sold in last 6 months")For detailed API documentation, see our API Reference.