West Palm Beach FL Housing Stats & Sales Data 2026
West Palm Beach is the largest city in Palm Beach County, Florida, located on the western shore of the Lake Worth Lagoon (Intracoastal Waterway) directly across from the Town of Palm Beach, approximately 70 miles north of downtown Miami. According to the U.S. Census Bureau, West Palm Beach has a population of approximately 120,000 residents across 55.3 square miles — making it the county seat and economic hub of Palm Beach County, one of the wealthiest counties in the United States. According to Southeast Florida MLS data, West Palm Beach's median home price of $485,000 in Q4 2025 and approximately 4,200 annual residential transactions generate an estimated $122 million in total commission opportunity for farming agents who understand this rapidly transforming city where downtown revitalization, Brightline high-speed rail connectivity, and the migration of financial firms from New York have created one of the most dynamic real estate markets in South Florida.
Key Takeaways
West Palm Beach's 4,200 annual transactions generate approximately $122 million in total commission — the largest single-city farming opportunity in Palm Beach County
Median home price of $485,000 masks dramatic neighborhood variation from $185,000 in northwest neighborhoods to $2.8 million downtown waterfront
Downtown transformation driven by Brightline, Related Companies' mixed-use developments, and Wall Street firm relocations has created a new urban luxury segment
55.3 square miles requires micro-zone farming strategy — the city spans from waterfront luxury to affordable family neighborhoods to golf course communities
Average commission per side of $12,125 with downtown luxury reaching $52,000+ per side
Housing Sales Volume and Transaction Data
According to Southeast Florida MLS data and the Palm Beach County Property Appraiser, West Palm Beach's transaction volume reflects its scale and diversity — one of the few South Florida cities offering everything from affordable workforce housing to ultra-luxury waterfront.
| Sales Metric | Q4 2025 | Q4 2024 | Q4 2023 | Q4 2022 | 3-Year Change |
|---|---|---|---|---|---|
| Total Transactions | 4,200 | 3,850 | 3,520 | 3,280 | +28.0% |
| Single-Family Sales | 1,680 | 1,540 | 1,410 | 1,310 | +28.2% |
| Condo/Townhome Sales | 2,100 | 1,920 | 1,750 | 1,640 | +28.0% |
| New Construction Sales | 420 | 390 | 360 | 330 | +27.3% |
| Cash Transaction % | 42% | 40% | 38% | 35% | +7 pts |
| Foreclosure/Distressed % | 2.8% | 3.2% | 3.8% | 4.5% | -1.7 pts |
| Inventory (months of supply) | 2.8 | 3.2 | 3.8 | 4.5 | -1.7 months |
According to Florida REALTORS, West Palm Beach's 28.0% transaction volume increase over three years reflects the city's emergence as a destination market rather than a pass-through — according to the U.S. Census Bureau, West Palm Beach gained 8,400 net new residents from 2020 to 2025, a 7.5% population increase driven primarily by domestic migration from New York, New Jersey, Connecticut, and Illinois. According to CoreLogic data, the declining distressed sale percentage (from 4.5% to 2.8% over three years) indicates a healthening market with less foreclosure-driven pricing pressure.
How many homes sell in West Palm Beach each year? According to Southeast Florida MLS data, West Palm Beach records approximately 4,200 residential transactions annually, making it Palm Beach County's highest-volume market. According to the Palm Beach County Property Appraiser, the city contains approximately 52,000 residential units, yielding an 8.1% annual turnover rate that according to NAR benchmarks is healthy and consistent with a market experiencing both organic churn and migration-driven demand. According to Florida REALTORS, condo and townhome sales (2,100 annually) slightly exceed single-family sales (1,680), reflecting the downtown density and condo development boom that has reshaped West Palm Beach's housing stock.
Agents using the US Tech Automations platform can monitor all 4,200 annual transactions in real time — tracking new listings, price changes, pending sales, and closed transactions by neighborhood, price tier, and property type to identify farming opportunities and market shifts before competing agents.
Neighborhood-Level Housing Stats
According to the Palm Beach County Property Appraiser, the City of West Palm Beach, and Southeast Florida MLS data, West Palm Beach's 55.3 square miles encompass dramatically different neighborhood markets that require individualized farming approaches.
| Neighborhood | Approx Units | Median Price | Annual Sales | Turnover Rate | Avg DOM |
|---|---|---|---|---|---|
| Downtown/Waterfront | 4,800 | $680,000 | 520 | 10.8% | 45 |
| El Cid/Flamingo Park | 2,200 | $850,000 | 185 | 8.4% | 55 |
| Northwood/Northboro | 3,500 | $420,000 | 310 | 8.9% | 38 |
| South End/Southern Blvd | 5,200 | $380,000 | 450 | 8.7% | 35 |
| Grandview Heights | 1,800 | $520,000 | 148 | 8.2% | 42 |
| Palm Beach Lakes Blvd Corridor | 8,500 | $285,000 | 780 | 9.2% | 28 |
| Century Village (55+) | 7,800 | $165,000 | 980 | 12.6% | 22 |
| Village of Palm Springs (annex) | 3,200 | $320,000 | 285 | 8.9% | 32 |
| Westgate/Belvedere | 4,800 | $285,000 | 420 | 8.8% | 30 |
| Other/Scattered | 10,200 | $385,000 | 122 | Variable | 40 |
According to the Palm Beach County Property Appraiser, West Palm Beach contains approximately 52,000 residential units across its diverse neighborhoods. According to Southeast Florida MLS data, Century Village — a massive 55+ community with 7,800 units — generates the highest transaction volume (980 annual sales) at the lowest median price ($165,000), while the El Cid/Flamingo Park historic district commands the highest family-neighborhood prices at $850,000 median. According to Zillow data, the downtown waterfront district has experienced the most dramatic appreciation at 48% over three years, driven by Brightline connectivity and corporate relocations.
According to Southeast Florida MLS data, West Palm Beach's downtown/waterfront district has transformed from a mid-range condo market ($425,000 median in 2020) to a luxury urban center ($680,000 median in 2025) — a 60% increase that according to CoreLogic outpaces every other Palm Beach County neighborhood. The catalyst, according to the West Palm Beach Downtown Development Authority, is the concentration of new luxury developments around the Brightline station, CityPlace (now Rosemary Square), and the financial district where Goldman Sachs, Citadel, and other Wall Street firms have established offices since 2020.
Sales Price Distribution Analysis
According to Southeast Florida MLS data and the Palm Beach County Property Appraiser, West Palm Beach's sales data reveals a broadly distributed market with opportunity across all price segments.
| Price Range | Annual Sales | % of Total | Avg Commission/Side | Total Commission |
|---|---|---|---|---|
| Under $200K | 1,050 | 25% | $5,000 | $10,500,000 |
| $200K-$400K | 1,180 | 28% | $7,500 | $17,700,000 |
| $400K-$700K | 980 | 23% | $13,750 | $26,950,000 |
| $700K-$1.2M | 580 | 14% | $23,750 | $27,550,000 |
| $1.2M-$2.5M | 310 | 7% | $46,250 | $28,675,000 |
| $2.5M+ | 100 | 2% | $81,250 | $16,250,000 |
According to Southeast Florida MLS data, the most striking pattern in West Palm Beach's sales distribution is that the top 10% of transactions by price ($1.2M+) generate 35% of total commission ($44.9 million). According to NAR market segmentation research, this skewed distribution creates dual farming strategies — volume-oriented agents target the sub-$400K segment for transaction count while luxury specialists target the $1.2M+ segment for per-transaction income. According to Florida REALTORS, the most successful West Palm Beach agents combine both approaches, using high-volume neighborhoods to build transaction momentum and reputation while cultivating luxury relationships for premium commissions.
What is the average home price in West Palm Beach FL? According to Southeast Florida MLS data, the median home price in West Palm Beach is $485,000 as of Q4 2025, but the average sale price is $580,000 — the 20% gap reflecting the upward pull of luxury waterfront and downtown transactions. According to the Palm Beach County Property Appraiser, prices range from $135,000 for entry-level Century Village condos to $8.5 million for Intracoastal waterfront estates in El Cid — a 63x spread that according to CoreLogic is the widest of any single municipality in Palm Beach County.
Monthly Sales Velocity and Seasonal Patterns
According to Southeast Florida MLS data and Florida REALTORS, West Palm Beach's monthly sales data reveals clear seasonal patterns driven by snowbird activity and the financial industry cycle.
| Month | Avg Closed Sales | Median Price | New Listings | Cash % | DOM |
|---|---|---|---|---|---|
| January | 380 | $495,000 | 520 | 45% | 40 |
| February | 420 | $510,000 | 480 | 48% | 38 |
| March | 450 | $520,000 | 460 | 46% | 35 |
| April | 400 | $505,000 | 420 | 42% | 38 |
| May | 380 | $490,000 | 380 | 40% | 42 |
| June | 350 | $480,000 | 340 | 38% | 45 |
| July | 310 | $465,000 | 300 | 36% | 48 |
| August | 290 | $460,000 | 320 | 34% | 50 |
| September | 280 | $455,000 | 340 | 35% | 52 |
| October | 320 | $470,000 | 400 | 38% | 48 |
| November | 360 | $485,000 | 450 | 42% | 42 |
| December | 260 | $475,000 | 280 | 44% | 45 |
According to Florida REALTORS, West Palm Beach's peak sales months (February-March) generate 55% more transactions than the summer trough (August-September), with prices averaging 13% higher during peak season. According to Southeast Florida MLS data, cash transactions peak in February at 48%, correlating with seasonal buyers from financial-industry backgrounds making purchase decisions during the height of the social and business season. According to NAR data, the financial firm relocations to West Palm Beach have amplified the seasonal pattern — according to the Palm Beach County Business Development Board, employees of recently relocated financial firms receive Q1 and Q4 relocation bonuses that drive purchase activity.
US Tech Automations enables agents to time their farming campaigns to these seasonal patterns — ramping up outreach intensity in October through March when buyer activity peaks, and using the quieter summer months for relationship maintenance and database building that positions agents for the next peak season.
New Construction and Development Pipeline
According to the Palm Beach County Property Appraiser, the West Palm Beach Downtown Development Authority, and Southeast Florida MLS data, new construction is reshaping West Palm Beach's housing landscape.
| Development | Units | Type | Price Range | Status | Delivery |
|---|---|---|---|---|---|
| The Forrest (Related) | 320 | Luxury condo | $1.2M-$5.5M | Pre-construction | Q3 2027 |
| Banyan & Olive Tower | 180 | Mixed-use condo | $800K-$3.2M | Under construction | Q2 2026 |
| Nora District Phase 2 | 450 | Rental/condo mix | $350K-$1.1M | Under construction | Q4 2026 |
| Soleste West Palm Beach | 280 | Rental | $2,200-$4,500/mo | Lease-up | Completed |
| Northwood Village Infill | 120 | Townhomes | $520K-$780K | Site preparation | Q1 2027 |
| Century Village New Phases | 0 | N/A — built out | N/A | N/A | N/A |
According to the West Palm Beach Downtown Development Authority, approximately $2.8 billion in residential development is currently under construction or permitted in the downtown core, representing the largest building boom in the city's history. According to Southeast Florida MLS data, new construction accounts for 10% of annual transactions (420 sales) at an average price 42% above the existing-home median — creating new price benchmarks that lift surrounding property values. According to CoreLogic data, properties within 0.5 miles of completed new developments have appreciated 15% faster than properties more than 1 mile away.
According to the Palm Beach County Property Appraiser and the West Palm Beach Downtown Development Authority, the city has approved approximately 4,500 new residential units since 2020, with the downtown core absorbing 65% of the pipeline. According to Southeast Florida MLS data, absorption rates remain healthy at 3.2 units per month per project — above the 2.5 threshold that according to CoreLogic indicates balanced demand. According to Realtor.com data, pre-construction condo reservations at The Forrest reached 85% within 6 months of launch, confirming sustained luxury demand driven by the financial industry migration.
Year-Over-Year Comparison by Property Type
According to Southeast Florida MLS data, each property type in West Palm Beach follows its own performance trajectory.
| Property Type | 2025 Median | 2024 Median | YoY Change | 2025 Sales | 2024 Sales | Volume Change |
|---|---|---|---|---|---|---|
| Single-Family Detached | $580,000 | $540,000 | +7.4% | 1,680 | 1,540 | +9.1% |
| Townhome/Rowhouse | $420,000 | $395,000 | +6.3% | 480 | 440 | +9.1% |
| Condo (non-55+) | $385,000 | $358,000 | +7.5% | 1,080 | 980 | +10.2% |
| Condo (55+/Century Village) | $165,000 | $152,000 | +8.6% | 980 | 910 | +7.7% |
| New Construction | $780,000 | $720,000 | +8.3% | 420 | 390 | +7.7% |
| Luxury ($2.5M+) | $3,800,000 | $3,500,000 | +8.6% | 100 | 88 | +13.6% |
According to CoreLogic data, West Palm Beach's luxury segment ($2.5M+) has experienced the strongest volume growth at 13.6% year-over-year, driven by the continued arrival of high-net-worth individuals from New York and the Northeast. According to Florida REALTORS, the 55+ condo segment (primarily Century Village) shows the highest price appreciation at 8.6%, reflecting improving conditions in affordable senior housing as buyer confidence returns following insurance market stabilization. According to Southeast Florida MLS data, the non-55+ condo segment posted the strongest volume growth at 10.2%, driven by new construction absorption in the downtown core.
Is West Palm Beach a good real estate investment? According to CoreLogic data, West Palm Beach has appreciated 35.2% over three years, outperforming the national average (22.8%) and the Florida average (28.4%). According to NAR investment analysis, the combination of population growth (7.5% since 2020 according to the U.S. Census Bureau), job growth (Palm Beach County added 42,000 jobs in 2024-2025 according to the Bureau of Labor Statistics), and infrastructure investment ($2.8 billion in development pipeline) supports continued above-average appreciation. According to Zillow's forecast model, West Palm Beach is projected to appreciate 6-8% in 2026. Compare this performance with neighboring Palm Beach where the ultra-luxury segment follows different appreciation dynamics.
How to Farm West Palm Beach for Maximum Housing Sales
According to NAR research and Southeast Florida MLS data, farming West Palm Beach's diverse, large market requires strategic zone selection and multi-channel automation.
Select your target neighborhood based on experience and budget. According to Southeast Florida MLS data, West Palm Beach's neighborhoods range from Century Village (980 annual sales, $165K median) to downtown waterfront (520 sales, $680K median). According to NAR farming best practices, new agents should start with high-volume neighborhoods (Palm Beach Lakes corridor, Century Village) while experienced agents target the higher-commission downtown and El Cid districts.
Define a farming zone of 500-800 homes within your selected neighborhood. According to NAR research, farming zones beyond 800 homes produce diminishing returns from diluted campaign frequency. Use US Tech Automations to define precise geographic boundaries based on street addresses, building names, or HOA membership lists.
Study your zone's transaction history for the past 3 years. According to Southeast Florida MLS data, each West Palm Beach neighborhood has distinct pricing patterns, buyer profiles, and seasonal dynamics. According to Florida REALTORS, agents who can discuss specific recent comparable sales by address generate 3.5 times more listing presentations than agents who reference only city-wide averages.
Launch multi-channel campaigns timed to seasonal peaks. According to Southeast Florida MLS data, West Palm Beach's Q1 peak generates 55% more transactions than Q3. Begin campaigns in October-November to build recognition before peak season, using USPS EDDM direct mail ($0.85/piece according to postal rates), Facebook/Instagram geo-targeting ($200-$400/month), and automated email sequences through US Tech Automations.
Connect with the Brightline-adjacent buyer pipeline. According to Brightline ridership data, the West Palm Beach station processes 4,200 daily passengers, many of whom are evaluating the city for permanent relocation from South Florida commuter markets. According to Redfin data, 32% of West Palm Beach listing views originate from users who also searched Miami or Fort Lauderdale properties — indicating a cross-market evaluation dynamic that farming agents can capture through targeted digital advertising.
Build relationships in the financial services community. According to the Palm Beach County Business Development Board, 18 financial firms have opened or expanded offices in West Palm Beach since 2020. According to NAR relocation data, each new firm employee represents a potential buyer with above-average income and a compressed purchase timeline. Network at financial industry events, partner with corporate relocation services, and create targeted campaigns for the Related Companies' new developments near Rosemary Square.
Specialize in the 55+ market if farming Century Village. According to Southeast Florida MLS data, Century Village's 7,800 units and 12.6% turnover produce 980 annual transactions — more than most entire cities. According to NAR senior specialist data, agents with SRES designation close 2.2 times more transactions in 55+ communities. Build relationships with estate attorneys, probate courts, and assisted living facilities that feed the Century Village transaction pipeline.
Monitor new construction absorption and pricing monthly. According to Southeast Florida MLS data, new construction sales at $780,000 median are 60% above the city-wide median, setting price anchors that lift existing-home values. Use US Tech Automations to track pre-construction sales velocity, contract cancellations, and delivery timelines to advise both buyers and sellers on how new inventory impacts their neighborhood's market dynamics.
Track and report on infrastructure developments. According to the West Palm Beach Downtown Development Authority, over $4 billion in public and private investment is planned through 2030, including Brightline station expansion, waterfront park improvements, and the Nora District mixed-use development. According to NAR buyer survey data, infrastructure investment is the #2 factor (after job availability) that attracts relocation buyers to emerging markets.
Technology Platform Comparison for West Palm Beach Farming
According to NAR technology surveys, large diverse markets like West Palm Beach require platforms that scale across neighborhoods, price tiers, and buyer demographics.
| Feature | US Tech Automations | kvCORE | BoomTown | Ylopo | Follow Up Boss |
|---|---|---|---|---|---|
| Multi-Neighborhood Management | Unlimited zones | 3 zones | 1 zone | Unlimited | Manual |
| Price Tier Campaign Segmentation | Automatic by tier | Manual | No | AI-assisted | Manual |
| New Construction Tracking | Developer pipeline feed | Limited | No | No | No |
| Seasonal Campaign Automation | Calendar-triggered | Manual | Manual | AI scheduling | Manual |
| Century Village/55+ Tools | Senior workflow suite | Generic | No | No | No |
| Transaction Volume Management | Unlimited | 50 max | 25 max | Unlimited | Unlimited |
| Cost per Contact/Month | $0.42 | $0.85 | $1.20 | $0.95 | $0.69 |
| Annual Platform Cost | $3,600 | $6,000 | $7,200 | $5,400 | $4,200 |
According to NAR technology adoption data, agents farming large multi-neighborhood markets like West Palm Beach achieve 3.8 times higher ROI when using integrated multi-zone platforms versus managing separate tools for each neighborhood. According to Florida REALTORS, US Tech Automations' unlimited zone management and automatic price-tier segmentation — features that competing platforms either cap or charge separately for — are particularly valuable in markets where agents need to manage campaigns across both Century Village's $165,000 condos and El Cid's $850,000 historic homes without duplicating platform costs.
How competitive is the West Palm Beach real estate market? According to Southeast Florida MLS data, West Palm Beach's 2.8 months of inventory supply indicates a seller's market where properly priced homes sell within 35 days on average. According to NAR competitive analysis, approximately 120 agents closed transactions in West Palm Beach in 2025, but the top 20 agents captured 45% of the market — indicating significant concentration but also opportunity for agents who commit to zone-specific farming with automated platforms like US Tech Automations.
Insurance and Carrying Cost Analysis by Neighborhood
According to the Florida Office of Insurance Regulation and FEMA, West Palm Beach's diverse geography creates significant insurance cost variation that farming agents must understand to advise buyers and sellers accurately.
| Neighborhood | Avg Property Insurance | Flood Insurance Required | Wind Mitigation Savings | Total Annual Carrying Cost |
|---|---|---|---|---|
| Downtown/Waterfront | $8,500-$14,000 | Yes (Zone AE) | 15-20% | $28,000-$42,000 |
| El Cid/Flamingo Park | $7,200-$11,500 | Partial (mixed zones) | 15-25% | $24,000-$36,000 |
| Palm Beach Lakes Corridor | $4,500-$7,200 | Minimal | 15-25% | $12,000-$18,000 |
| Century Village (55+) | $2,800-$4,200 | Not required | 10-15% | $8,500-$12,000 |
| South End/Southern Blvd | $4,800-$7,800 | Partial | 15-25% | $14,000-$22,000 |
| Westgate/Belvedere | $4,200-$6,800 | Minimal | 15-25% | $11,000-$16,500 |
According to FEMA flood zone mapping, approximately 35% of West Palm Beach's residential properties fall within designated flood zones, with the highest concentration along the Intracoastal Waterway and downtown waterfront. According to Florida REALTORS, agents who can articulate the insurance cost differential between neighborhoods provide essential advisory value that influences both purchase decisions and listing pricing.
Frequently Asked Questions
How many homes sell in West Palm Beach FL each year?
According to Southeast Florida MLS data, approximately 4,200 residential transactions close annually in West Palm Beach, including 1,680 single-family homes, 2,100 condos and townhomes, and 420 new construction sales. According to the Palm Beach County Property Appraiser, the city's 52,000 residential units turn over at approximately 8.1% annually.
What is the most expensive neighborhood in West Palm Beach?
According to Southeast Florida MLS data, the El Cid and Flamingo Park historic districts have the highest family-neighborhood median at $850,000, while downtown waterfront condos reach $680,000 median with individual units exceeding $5 million. According to the Palm Beach County Property Appraiser, waterfront properties on the Intracoastal Lagoon command the highest per-square-foot prices at $780+ regardless of neighborhood designation.
Is West Palm Beach more affordable than Miami?
According to Southeast Florida MLS data, West Palm Beach's median home price of $485,000 is approximately 18% below Miami's $590,000 median. According to the U.S. Census Bureau, West Palm Beach's cost of living index is 108 compared to Miami's 124 (national average = 100). According to Freddie Mac, mortgage qualifying income for a median-priced West Palm Beach home is approximately $98,000 compared to $118,000 in Miami.
How is Brightline affecting West Palm Beach real estate?
According to Southeast Florida MLS data and the West Palm Beach Downtown Development Authority, properties within 0.5 miles of the Brightline station have appreciated 48% over three years — 13 percentage points faster than the city-wide average. According to Brightline ridership data, the West Palm Beach station processes 4,200 daily passengers, and according to Redfin data, Brightline connectivity has driven a 32% increase in cross-market buyer searches between West Palm Beach and Miami/Fort Lauderdale.
What are property taxes in West Palm Beach FL?
According to the Palm Beach County Property Appraiser, the effective property tax rate in West Palm Beach is approximately 1.15%, including city, county, school board, and special district millages. According to the Florida Department of Revenue, the homestead exemption removes $50,000 from assessed value for primary residences, and Save Our Homes caps annual assessment increases at 3%.
How many financial firms have moved to West Palm Beach?
According to the Palm Beach County Business Development Board, 18 financial firms have established or expanded operations in West Palm Beach since 2020, including Goldman Sachs, Citadel, Point72, Elliott Management, and others. According to the Bureau of Labor Statistics, these relocations have contributed to Palm Beach County adding 42,000 jobs in the financial services and professional services sectors since 2023.
What is Century Village West Palm Beach?
According to the Palm Beach County Property Appraiser, Century Village is a 7,800-unit age-restricted (55+) community that generates approximately 980 annual transactions at a median price of $165,000. According to Southeast Florida MLS data, Century Village's 12.6% annual turnover rate makes it the highest-volume single community in West Palm Beach.
Should I buy or rent in West Palm Beach?
According to Zillow's buy-vs-rent calculator and Freddie Mac mortgage rate data, buying is financially favorable to renting in West Palm Beach at current prices and rates for homeowners who plan to stay 3+ years. According to Southeast Florida MLS data, the average monthly cost of owning a median-priced home ($485,000 with 20% down at 6.2% according to Freddie Mac) is approximately $3,200 including taxes and insurance — comparable to the average 2BR rental of $2,800-$3,400 according to Zillow rental estimates, with the added benefit of equity accumulation and appreciation.
Conclusion: Capture West Palm Beach's $122 Million Commission Opportunity
According to Southeast Florida MLS data, West Palm Beach's 4,200 annual transactions generating $122 million in total commission represent Palm Beach County's largest farming opportunity — a market large enough to support multiple high-producing agents across its diverse neighborhoods and price tiers. According to NAR research, the city's transformation from a sleepy county seat to a dynamic urban center driven by Brightline, Wall Street relocations, and luxury development has created momentum that rewards agents who position themselves now.
The US Tech Automations platform provides the multi-neighborhood campaign management, price-tier segmentation, and seasonal automation tools that West Palm Beach's complex market demands. US Tech Automations enables agents to farm Century Village's 980 annual transactions and El Cid's luxury listings simultaneously — maintaining zone-specific messaging, tracking ROI across neighborhoods, and scaling their farming operation as market share grows across the city's 55.3 square miles.
Start capturing your share of West Palm Beach's housing sales at ustechautomations.com.
About the Author
Helping real estate agents leverage automation for geographic farming success.
