Munambam, Kerala Airbnb Market Data 2025: STR Report & Statistics
How much can you earn on Airbnb in Munambam, Kerala? Based on AirROI's 2025 dataset (June 2024 – May 2025), the short answer is $6,368 per year — at a $82 nightly rate, 22.4% occupancy, and a N/A RevPAR.
With just 31 active listings, Munambam is a micro-market where selective demand that rewards strong listing quality and pricing strategy. Supply declined 16.2% and revenue has grown even as nightly rates softened, pointing to strengthened occupancy among remaining listings. Fewer competitors and resilient demand create favorable conditions for well-run properties.
Regulation data is limited for this market, and hosts should verify short-term rental rules with the local government. In a market this size, differentiated listings with strong reviews can capture outsized returns relative to the competition.
Table of Contents [hide] [show]
What Are the Key Airbnb Metrics in Munambam?
In Munambam, the headline Airbnb metrics are $6,368 in average annual revenue,22.4% occupancy, $82 ADR, and $0 in RevPAR, and guests book about 25 days in advance.
How Much Do Airbnb Hosts Earn Monthly in Munambam?
Understanding the monthly revenue variations for Airbnb listings in Munambam is key to maximizing your short term rental income potential. Seasonality significantly impacts earnings. Our analysis, based on data from the past 12 months, shows that the peak revenue month for STRs in Munambam is typically July, while November often presents the lowest earnings, highlighting opportunities for strategic pricing adjustments during shoulder and low seasons. Explore the typical Airbnb income in Munambam across different performance tiers:
- Best-in-class properties (Top 10%) achieve $2,872+ monthly, often utilizing dynamic pricing and superior guest experiences.
- Strong performing properties (Top 25%) earn $780 or more, indicating effective management and desirable locations/amenities.
- Typical properties (Median) generate around $336 per month, representing the average market performance.
- Entry-level properties (Bottom 25%) see earnings around $186, often with potential for optimization.
Average Monthly Airbnb Earnings Trend in Munambam
What Is the Monthly Airbnb Occupancy Rate in Munambam?
Maximize your bookings by understanding the Munambam STR occupancy trends. Seasonal demand shifts significantly influence how often properties are booked. Typically, Februarysees the highest demand (peak season occupancy), while May experiences the lowest (low season). Effective strategies, like adjusting minimum stays or offering promotions, can boost occupancy during slower periods. Here's how different property tiers perform in Munambam:
- Best-in-class properties (Top 10%) achieve 53%+ occupancy, indicating high desirability and potentially optimized availability.
- Strong performing properties (Top 25%) maintain 31% or higher occupancy, suggesting good market fit and guest satisfaction.
- Typical properties (Median) have an occupancy rate around 20%.
- Entry-level properties (Bottom 25%) average 12% occupancy, potentially facing higher vacancy.
Average Monthly Occupancy Rate Trend in Munambam
What Is the Average Airbnb Nightly Rate in Munambam?
Effective short term rental pricing strategy in Munambam involves understanding monthly ADR fluctuations. The Average Daily Rate (ADR) for Airbnb in Munambam typically peaks in January and dips lowest during August. Leveraging Airbnb dynamic pricing tools or strategies based on this seasonality can significantly boost revenue. Here's a look at the typical nightly rates achieved:
- Best-in-class properties (Top 10%) command rates of $182+ per night, often due to premium features or locations.
- Strong performing properties (Top 25%) achieve nightly rates of $85 or more.
- Typical properties (Median) charge around $50 per night.
- Entry-level properties (Bottom 25%) earn around $26 per night.
Average Daily Rate (ADR) Trend by Month in Munambam
What Is the RevPAR for Airbnb in Munambam?
RevPAR in Munambam is currently N/A. Because RevPAR combines nightly rates with realized occupancy, it is one of the cleanest ways to compare how efficiently listings turn demand into revenue across the market.
- Entry-level properties (Bottom 25%) see N/A RevPAR.
- Typical properties (Median) generate N/A RevPAR.
- Strong performers (Top 25%) earn N/A RevPAR.
- Best-in-class (Top 10%) achieve N/A RevPAR.
Average Monthly RevPAR Trend in Munambam
RevPAR Insights for Munambam
- RevPAR peaks in Jan and bottoms out in Jan, mirroring the broader seasonal demand pattern and suggesting opportunities for dynamic pricing.
Recommendations for Hosts
- Track your own RevPAR monthly against these Munambam benchmarks. If your RevPAR falls below the median of N/A, examine whether low occupancy or low ADR is the primary drag.
- Use RevPAR rather than revenue alone when comparing properties of different sizes — it normalizes for available nights and gives a more accurate picture of performance.
Get Live Munambam Market Intelligence 👇
Explore Real-time Analytics
When Is the Peak Season for Airbnb in Munambam?
Munambam's peak Airbnb season falls in July, September, February, while the softest stretch is January, May, November. Overall, the market shows highly seasonal trends requiring careful strategy, which should guide pricing, minimum stays, and cash-flow planning.
Peak Season (July, September, February)
- Revenue averages $1,494 per month
- Occupancy rates average 31.5%
- Daily rates average $89
Shoulder Season
- Revenue averages $1,046 per month
- Occupancy maintains around 25.2%
- Daily rates hold near $91
Low Season (January, May, November)
- Revenue drops to average $767 per month
- Occupancy decreases to average 18.1%
- Daily rates adjust to average $105
Seasonality Insights for Munambam
- Airbnb seasonality in Munambam is pronounced. Revenue swings sharply between peak and low months, which means pricing strategy, minimum-stay settings, and cash reserves all need to account for extended slower periods.
- During the high season, the absolute peak month showcases Munambam's highest earning potential, with monthly revenues climbing to $1,595, occupancy reaching 37.3%, and ADRs peaking at $124.
- Conversely, the slowest single month marks the market's lowest point — revenue may dip to $668, occupancy could drop to 16.4%, and ADRs may adjust to $78.
- Lower occupancy paired with meaningful seasonality means hosts in Munambam need to maximize every peak-season booking and seriously consider whether off-season pricing adjustments or minimum-stay changes can capture incremental revenue.
Seasonal Strategies for Maximizing Profit
- Peak Season: Maximize revenue through premium pricing and potentially longer minimum stays. Ensure high availability and consider tightening cancellation policies to reduce last-minute gaps.
- Low Season: Offer competitive pricing, extended-stay discounts, and flexible cancellation policies. Target off-season travelers like remote workers, budget-conscious guests, and travelers with flexible schedules.
- Shoulder Seasons: Implement dynamic pricing that bridges peak and low rates. Target weekend travelers, local events, and business visitors. Slightly more flexible terms than peak season can help maintain occupancy without deep discounting.
- In a highly seasonal market like Munambam, building a cash reserve during the top months is essential for covering fixed costs during the slow period. Automated pricing tools can help capture demand shifts in real time.
Do You Need a License for Airbnb in Munambam?
With 23% of listings showing registration in 2026, understanding potential Airbnb license requirements is crucial in Munambam. Always verify the latest short-term rental regulations and Airbnb license requirements directly with local government authorities for Munambam to ensure full compliance before hosting.
(Source: AirROI data, 2026, based on 23% licensed listings)
What Are the Best Neighborhoods for Airbnb in Munambam?
With a compact short-term rental market, Munambam gives early-mover hosts an advantage in the right neighborhoods. The areas listed below are where guest demand and local attractions converge — a useful lens for investors evaluating whether to enter this market and where to position their listing.
| Neighborhood / Area | Why Host Here? (Target Guests & Appeal) | Key Attractions & Landmarks |
|---|---|---|
| Munambam Beach | A picturesque beach known for its serene atmosphere and stunning sunsets. Ideal for tourists seeking relaxation by the sea, with opportunities for water sports and beach activities. | Munambam Beach, Kottaparambu Beach, Fishing Harbor, Vypin Island, Coastal Walkways |
| Cherai Beach | Famous for its golden sands and calm waters, Cherai Beach is a popular destination for both leisure travelers and families. Great for swimming, sunbathing, and enjoying local seafood. | Cherai Beach, Chinese Fishing Nets, Paliyam Juma Masjid, Sree Nelliswaram Ayyappa Temple, Coconut groves |
| Kochi Backwaters | The enchanting backwaters of Kochi offer a unique experience of Kerala's natural beauty and traditional houseboat rides. Attracts tourists looking for adventure and tranquility in nature. | Backwater Houseboat Rides, Kumarakom Bird Sanctuary, Vembanad Lake, Punnamada Lake, Traditional Kerala Cuisine |
| Fort Kochi | A historical area known for its colonial architecture, Fort Kochi attracts cultural enthusiasts interested in heritage, art, and local history. It's a vibrant area with many attractions. | Fort Kochi Beach, Chinese Fishing Nets, St. Francis Church, Kathakali Dance Performances, Jew Town and Synagogue |
| Ernakulam | A bustling urban center offering a mix of shopping, dining, and nightlife. Popular with business travelers and those seeking a more urban environment while still being close to attractions. | MG Road, Sabor India Mall, Marine Drive, Subhash Park, Ernakulam Market |
| Kochi Marine Drive | A picturesque promenade along the waterfront, ideal for evening strolls and enjoying the views of the sea. Great for both tourists and locals looking for relaxation and ambiance. | Marine Drive Promenade, Rainbow Bridge, Cochin Shipyard, Shopping Malls, Restaurants with waterfront views |
| Vypin Island | An island destination offering pristine beaches and a quieter escape from the city. Appeals to families and tourists looking for natural beauty and outdoor activities. | Kottu Puzha Beach, Puthuvype Beach, Vypin Lighthouse, Local Fishing Villages, Eco Tourism Spots |
| Njarackal | A serene village known for its agricultural landscapes and close proximity to nature. Ideal for eco-tourism and travelers seeking off-the-beaten-path experiences. | Njarackal Backwaters, Farming Experiences, Bird Watching, Local Temples, Cultural Homestays |
With 8 distinct neighborhoods showing meaningful short-term rental activity, Munambam offers diversification within a single market. Investors can tailor their strategy — from high-turnover tourist zones to quieter residential areas that attract longer stays and remote workers.
What Types of Properties Are on Airbnb in Munambam?
Room Type Distribution
Property Type Distribution
Market Composition Insights for Munambam
- The Munambam Airbnb market composition is heavily skewed towards Entire Home/Apt listings, which make up 64.5% of the 31 active rentals. This indicates strong guest preference for privacy and space.
- However, a notable 35.5% share for Private Rooms suggests opportunities for budget-conscious travelers or hosts renting out spare rooms.
- Looking at the property type distribution in Munambam, House properties are the most common (64.5%), reflecting the local real estate landscape.
- Houses represent a significant 64.5% portion, catering likely to families or larger groups.
- The presence of 35.5% Hotel/Boutique listings indicates integration with traditional hospitality.
Munambam Airbnb Room Capacity Analysis (2026): Bedroom Distribution
Distribution of Listings by Number of Bedrooms
Room Capacity Insights for Munambam
- The dominant room capacity in Munambam is 2 bedrooms listings, making up 29% of the market. This suggests a strong demand for properties suitable for couples or solo travelers.
- Together, 2 bedrooms and 5+ bedrooms properties represent 54.8% of the active Airbnb listings in Munambam, indicating a high concentration in these sizes.
- A significant 58.1% of listings offer 3+ bedrooms, catering to larger groups and families seeking more space in Munambam.
Munambam Vacation Rental Guest Capacity Trends (2026)
Distribution of Listings by Guest Capacity
Guest Capacity Insights for Munambam
- The most common guest capacity trend in Munambam vacation rentals is listings accommodating 8+ guests (48.4%). This suggests the primary traveler segment is likely larger groups.
- Properties designed for 8+ guests and 5 guests dominate the Munambam STR market, accounting for 61.3% of listings.
- 54.8% of properties accommodate 6+ guests, serving the market segment for larger families or group travel in Munambam.
- On average, properties in Munambam are equipped to host 5.6 guests.
What Amenities Do Airbnb Guests Expect in Munambam?
Amenity Prevalence
Amenity Insights for Munambam
- Essential amenities in Munambam that guests expect include: Wifi, Essentials. Lacking these (any) could significantly impact bookings.
- Popular amenities like Air conditioning, Kitchen, Washer are common but not universal. Offering these can provide a competitive edge.
Recommendations for Hosts
- Ensure your listing includes all essential amenities for Munambam: Wifi, Essentials.
- Prioritize adding missing essentials: Wifi, Essentials.
- Consider adding popular differentiators like Air conditioning or Kitchen to increase appeal.
- Highlight unique or less common amenities you offer (e.g., hot tub, dedicated workspace, EV charger) in your listing description and photos.
- Regularly check competitor amenities in Munambam to stay competitive.
Dive Deeper: Advanced Munambam STR Market Data (2026)
Ready to unlock more insights? AirROI provides access to advanced metrics and comprehensive Airbnb data for Munambam. Explore detailed analytics beyond this report to refine your investment strategy, optimize pricing, and maximize your vacation rental profits.
Explore Advanced MetricsMunambam Airbnb Guest Demographics & Profile Analysis (2026)
Guest Profile Summary for Munambam
- The typical guest profile for Airbnb in Munambam consists of a mix of domestic (49%) and international guests, with top international origins including United States, typically belonging to the Post-2000s (Gen Z/Alpha) group (50%), primarily speaking English or Hindi.
- Domestic travelers account for 49.1% of guests.
- Key international markets include India (49.1%) and United States (20%).
- Top languages spoken are English (47.4%) followed by Hindi (24.6%).
- A significant demographic segment is the Post-2000s (Gen Z/Alpha) group, representing 50% of guests.
Recommendations for Hosts
- Balance marketing efforts between domestic and international channels based on the guest mix.
- Tailor amenities and listing descriptions to appeal to the dominant Post-2000s (Gen Z/Alpha) demographic (e.g., highlight fast WiFi, smart home features, local guides).
- Highlight unique local experiences or amenities relevant to the primary guest profile.
- Consider seasonal promotions aligned with peak travel times for key origin markets.
Munambam Airbnb Booking Patterns (2026): Available vs. Booked Days
Available Days Distribution
Booked Days Distribution
Booking Pattern Insights for Munambam
- The most common availability pattern in Munambam falls within the 271-366 days range, representing 87.1% of listings. This suggests many properties have significant open periods on their calendars.
- Approximately 96.8% of listings show high availability (181+ days open annually), indicating potential for increased bookings or specific owner usage patterns.
- For booked days, the 1-30 days range is most frequent in Munambam (51.6%), reflecting common guest stay durations or potential owner blocking patterns.
- A notable 3.2% of properties secure long booking periods (181+ days booked per year), highlighting successful long-term rental strategies or significant owner usage.
How Far in Advance Do Guests Book Airbnb in Munambam?
Average Booking Lead Time by Month
Booking Lead Time Insights for Munambam
- The overall average booking lead time for vacation rentals in Munambam is 25 days.
- Guests book furthest in advance for stays during March (average 40 days), likely coinciding with peak travel demand or local events.
- The shortest booking windows occur for stays in June (average 11 days), indicating more last-minute travel plans during this time.
- Seasonally, Winter (34 days avg.) sees the longest lead times, while Summer (16 days avg.) has the shortest, reflecting typical travel planning cycles.
Recommendations for Hosts
- Use the overall average lead time (25 days) as a baseline for your pricing and availability strategy in Munambam.
- For March stays, consider implementing length-of-stay discounts or slightly higher rates for bookings made less than 40 days out to capitalize on advance planning.
- During June, focus on last-minute booking availability and promotions, as guests book with very short notice (11 days avg.).
- Target marketing efforts for the Winter season well in advance (at least 34 days) to capture early planners.
- Monitor your own booking lead times against these Munambam averages to identify opportunities for dynamic pricing adjustments.
Munambam Airbnb Minimum Stay Requirements Analysis
Distribution of Listings by Minimum Night Requirement
1 Night
27 listings
90% of total
2 Nights
1 listings
3.3% of total
3 Nights
1 listings
3.3% of total
30+ Nights
1 listings
3.3% of total
Key Insights
- The most prevalent minimum stay requirement in Munambam is 1 Night, adopted by 90% of listings. This highlights the market's preference for shorter, flexible bookings.
- A strong majority (93.3%) of the Munambam Airbnb data shows acceptance of very short stays (1-2 nights), indicating a dynamic, high-turnover market.
Recommendations
- Align with the market by considering a 1 Night minimum stay, as 90% of Munambam hosts use this setting.
- Adjust minimum nights based on seasonality – potentially shorter during low season and longer during peak demand periods in Munambam.
Munambam Airbnb Cancellation Policy Trends Analysis (2026)
Flexible
11 listings
57.9% of total
Moderate
4 listings
21.1% of total
Firm
2 listings
10.5% of total
Strict
2 listings
10.5% of total
Cancellation Policy Insights for Munambam
- The prevailing Airbnb cancellation policy trend in Munambam is Flexible, used by 57.9% of listings.
- The market strongly favors guest-friendly terms, with 79.0% of listings offering Flexible or Moderate policies. This suggests guests in Munambam may expect booking flexibility.
Recommendations for Hosts
- Consider adopting a Flexible policy to align with the 57.9% market standard in Munambam.
- Given the high prevalence of Flexible policies (57.9%), offering this can enhance booking appeal, especially during shoulder seasons.
- Using a Strict policy might deter some guests, as only 10.5% of listings use it. Evaluate if potential revenue protection outweighs possible lower booking rates.
- Regularly review your cancellation policy against competitors and market demand shifts in Munambam.
What Do the Top Airbnb Listings in Munambam Look Like?
Benchmark your potential! Explore examples of top-performing Airbnb properties in Munambambased on Trailing Twelve Month (TTM) revenue. Analyze their characteristics, revenue, occupancy rate, and ADR to understand what drives success in this market.
Camper by the bay
Entire Place • 5 bedrooms
Theeraa stunning beachfront villa in Cherai
Entire Place • 3 bedrooms
The Cabana - Managed by FeelHome
Entire Place • 8 bedrooms
Living waters, Kuzhipally beach, Cherai
Entire Place • 2 bedrooms
Sunshine Beach villa
Entire Place • 2 bedrooms
Villa between sea and backwaters
Entire Place • 2 bedrooms
Note: Performance varies based on location, size, amenities, seasonality, and management quality. Data reflects the past 12 months.
Who Are the Top Airbnb Hosts in Munambam?
Learn from the best! This table showcases top-performing Airbnb hosts in Munambam based on the number of properties managed and estimated total revenue over the past year. Analyze their scale and performance metrics.
| Host Name | Properties | Grossing Revenue | Stay Reviews | Avg Rating |
|---|---|---|---|---|
| Swahel | 1 | $98,613 | 68 | 4.87/5.0 |
| Priyanka | 1 | $22,534 | 45 | 4.93/5.0 |
| Host #8949724 | 1 | $18,581 | 5 | 5.00/5.0 |
| Host #509372109 | 6 | $15,647 | 0 | Not Rated |
| Joseph | 1 | $8,234 | 114 | 4.88/5.0 |
| Syamlal | 1 | $7,481 | 6 | 5.00/5.0 |
| Unnikannan | 1 | $6,343 | 24 | 4.75/5.0 |
| Host #326356751 | 1 | $5,481 | 0 | Not Rated |
| Host #463165175 | 9 | $4,141 | 0 | Not Rated |
| Host #452846399 | 1 | $3,435 | 0 | Not Rated |
Analyzing the strategies of top hosts, such as their property selection, pricing, and guest communication, can offer valuable lessons for optimizing your own Airbnb operations in Munambam.
How Does Munambam's Airbnb Market Compare to Nearby Cities?
How does the Munambam Airbnb market stack up against its neighbors? Compare key performance metrics like average monthly revenue, ADR, and occupancy rates in surrounding areas to understand the broader regional STR landscape.
Compared with Gandhi Nagar B. L. Shed, Munambam has 16 percentage points lower occupancy and about $15 higher ADR. That helps frame whether this market is winning more on demand, pricing, or both.
| Market | Active Properties | Monthly Revenue | Daily Rate | Avg. Occupancy |
|---|---|---|---|---|
| Halakkarai | 10 | $1,116 | $164.26 | 32% |
| Pothamedu | 15 | $1,057 | $165.22 | 24% |
| Poopalli | 12 | $860 | $150.12 | 27% |
| Komalapuram | 10 | $842 | $159.81 | 19% |
| Valparai | 11 | $819 | $211.55 | 23% |
| Lovedale | 27 | $797 | $196.90 | 21% |
| Banagudi | 10 | $726 | $113.86 | 22% |
| Achanakal hatty | 15 | $674 | $75.35 | 32% |
| Vilpatti | 52 | $547 | $102.25 | 27% |
| Gandhi Nagar B. L. Shed | 10 | $546 | $66.61 | 38% |
Frequently Asked Questions About Airbnb in Munambam
These quick answers summarize the most common investor and operator questions using AirROI's latest market data for Munambam.
How much do Airbnb hosts make in Munambam?
Munambam hosts earn about $6,368 per year on average, with an average nightly rate of $82 and RevPAR of N/A. Those figures describe the typical revenue environment for active listings in Munambam, Kerala, not the ceiling for the best operators. Source: AirROI 2025 data, Munambam market, June 2024 to May 2025.
What is the average Airbnb occupancy rate in Munambam?
The average Airbnb occupancy rate in Munambam is 22.4%. July is the strongest month and November is the softest, so hosts should expect demand to move meaningfully throughout the year rather than stay flat.
What is the average Airbnb daily rate in Munambam?
Listings in Munambam average $82 per night. The broader pricing spread also matters: lower-performing listings cluster closer to the lower quartiles, while premium homes can price materially above the city average when demand spikes or listing quality stands out.
How many Airbnb listings are active in Munambam?
Munambam currently has about 31 active Airbnb listings in AirROI's market dataset. That supply count helps explain how competitive the market is, how much depth there is for benchmarking, and whether the market behaves like a niche destination or a scaled urban market.
How strict are short-term rental regulations in Munambam?
AirROI currently classifies the short-term rental regulation level in Munambam as Moderate. The dataset also shows about 22.6% of listings with registration evidence. That is a market signal, not legal advice, so hosts should still confirm current licensing and compliance rules locally before listing.
What is the RevPAR for Airbnb in Munambam?
RevPAR in Munambam is about N/A. That metric combines pricing and occupancy into one efficiency number, so it is often a better quick benchmark than ADR alone when investors want to compare how well listings convert nightly rates into realized revenue.
Is Airbnb profitable in Munambam?
Occupancy of 22.4% means Munambam is a more selective market. Profitability is achievable but requires careful cost management, premium positioning, or targeting longer stays to reduce turnover. Average annual revenue is $6,368, but individual returns depend on property type, location within the city, and the host's operating efficiency.
How far in advance do guests book Airbnb in Munambam?
The average booking lead time in Munambam is about 25 days — a moderate lead time that gives hosts planning visibility while still benefiting from last-minute bookings. Hosts who understand their market's booking cadence can adjust minimum stays and pricing windows accordingly.
What are the best neighborhoods for Airbnb in Munambam?
Based on AirROI's analysis, some of the top neighborhoods for short-term rentals in Munambam include Munambam Beach, Cherai Beach, Kochi Backwaters. Each area attracts different guest profiles — from business travelers to leisure visitors — so the best location depends on the property type and target audience a host is aiming for. See the full neighborhood breakdown above.
What type of property performs best on Airbnb in Munambam?
entire_home listings make up 64.5% of the active supply in Munambam. The most common configuration does not always mean the most profitable — operators who identify underserved property types or bedroom counts can sometimes outperform the market average by filling a gap in local supply.
How does Munambam compare to nearby Airbnb markets?
Among neighboring markets, Halakkarai posts $13,397 in average annual revenue with 32.0% occupancy, compared to Munambam's $6,368 and 22.4%. Comparing nearby markets helps investors understand whether a destination's performance reflects local demand or broader regional trends.
When is the peak season for Airbnb in Munambam?
July is the highest-revenue month in Munambam, while November is the softest. The revenue spread between them indicates moderate seasonality with a clear peak period, giving hosts opportunities to maximize rates during high demand without facing dramatic off-season drops.
About AirROI Market Data
AirROI tracks over 20 million properties across 190+ countries and maintains 15+ years of historical performance data, making it one of the deepest Airbnb and STR intelligence platforms available. The analytics pipeline aggregates listing-level data monthly — revenue, occupancy, nightly rates, RevPAR, guest demographics, booking patterns, and competitive supply — so investors and operators can benchmark any market against its own history and against neighboring destinations.
Real estate investors, property managers, financial institutions, hedge funds, tourism boards, hospitality consultants, tech platforms, and academic researchers rely on AirROI data to underwrite acquisitions, optimize pricing, model macro trends, and conduct peer-reviewed research. Data is available through in-depth market reports like this one and the Airbnb API with 22 endpoints and an Airbnb MCP Server for AI agents.
AirROI proprietary analytics as of 2025-05-31. Metrics reflect trailing twelve-month aggregates from active listings. Revenue figures are market averages, not projections. Neighborhood descriptions are AI-generated and reviewed for accuracy. For full methodology, see the data methodology page.