Randallstown, Maryland Airbnb Market Data 2025: STR Report & Statistics
How much can you earn on Airbnb in Randallstown, Maryland? Based on AirROI's 2025 dataset (June 2024 – May 2025), the short answer is $9,465 per year — at a $91 nightly rate, 39.9% occupancy, and a N/A RevPAR.
With just 19 active listings, Randallstown is a micro-market where moderate demand with room for well-positioned listings to outperform. Supply expanded 72.7% as revenue climbed even while nightly rates softened — occupancy gains are outrunning rate pressure. For hosts entering now, strengthening demand means there is still room to build a profitable listing.
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.
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What Are the Key Airbnb Metrics in Randallstown?
In Randallstown, the headline Airbnb metrics are $9,465 in average annual revenue,39.9% occupancy, $91 ADR, and $0 in RevPAR, and guests book about 19 days in advance.
How Much Do Airbnb Hosts Earn Monthly in Randallstown?
Understanding the monthly revenue variations for Airbnb listings in Randallstown 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 Randallstown is typically November, while June often presents the lowest earnings, highlighting opportunities for strategic pricing adjustments during shoulder and low seasons. Explore the typical Airbnb income in Randallstown across different performance tiers:
- Best-in-class properties (Top 10%) achieve $4,522+ monthly, often utilizing dynamic pricing and superior guest experiences.
- Strong performing properties (Top 25%) earn $2,147 or more, indicating effective management and desirable locations/amenities.
- Typical properties (Median) generate around $936 per month, representing the average market performance.
- Entry-level properties (Bottom 25%) see earnings around $475, often with potential for optimization.
Average Monthly Airbnb Earnings Trend in Randallstown
What Is the Monthly Airbnb Occupancy Rate in Randallstown?
Maximize your bookings by understanding the Randallstown STR occupancy trends. Seasonal demand shifts significantly influence how often properties are booked. Typically, Augustsees 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 Randallstown:
- Best-in-class properties (Top 10%) achieve 89%+ occupancy, indicating high desirability and potentially optimized availability.
- Strong performing properties (Top 25%) maintain 71% or higher occupancy, suggesting good market fit and guest satisfaction.
- Typical properties (Median) have an occupancy rate around 41%.
- Entry-level properties (Bottom 25%) average 21% occupancy, potentially facing higher vacancy.
Average Monthly Occupancy Rate Trend in Randallstown
What Is the Average Airbnb Nightly Rate in Randallstown?
Effective short term rental pricing strategy in Randallstown involves understanding monthly ADR fluctuations. The Average Daily Rate (ADR) for Airbnb in Randallstown typically peaks in May and dips lowest during June. 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 $188+ per night, often due to premium features or locations.
- Strong performing properties (Top 25%) achieve nightly rates of $116 or more.
- Typical properties (Median) charge around $60 per night.
- Entry-level properties (Bottom 25%) earn around $50 per night.
Average Daily Rate (ADR) Trend by Month in Randallstown
What Is the RevPAR for Airbnb in Randallstown?
RevPAR in Randallstown 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 Randallstown
RevPAR Insights for Randallstown
- 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 Randallstown 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.
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When Is the Peak Season for Airbnb in Randallstown?
Randallstown's peak Airbnb season falls in November, January, October, while the softest stretch is April, May, June. Overall, the market shows highly seasonal trends requiring careful strategy, which should guide pricing, minimum stays, and cash-flow planning.
Peak Season (November, January, October)
- Revenue averages $2,038 per month
- Occupancy rates average 53.6%
- Daily rates average $94
Shoulder Season
- Revenue averages $1,665 per month
- Occupancy maintains around 51.7%
- Daily rates hold near $96
Low Season (April, May, June)
- Revenue drops to average $1,157 per month
- Occupancy decreases to average 35.9%
- Daily rates adjust to average $111
Seasonality Insights for Randallstown
- Airbnb seasonality in Randallstown 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 Randallstown's highest earning potential, with monthly revenues climbing to $2,124, occupancy reaching 64.1%, and ADRs peaking at $128.
- Conversely, the slowest single month marks the market's lowest point — revenue may dip to $925, occupancy could drop to 25.3%, and ADRs may adjust to $83.
- Lower occupancy paired with meaningful seasonality means hosts in Randallstown 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 Randallstown, 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 Randallstown?
With 16% of listings showing registration in 2026, understanding potential Airbnb license requirements is crucial in Randallstown. Always verify the latest short-term rental regulations and Airbnb license requirements directly with local government authorities for Randallstown to ensure full compliance before hosting.
(Source: AirROI data, 2026, based on 16% licensed listings)
What Are the Best Neighborhoods for Airbnb in Randallstown?
With a compact short-term rental market, Randallstown 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 |
|---|---|---|
| Randallstown | A suburban community with a family-friendly atmosphere, making it ideal for longer-term stays and visitors wanting a quiet retreat. Its proximity to Baltimore provides access to urban amenities and attractions. | Owings Mills Mall, Liberty Reservoir, Cromwell Valley Park, Blandair Regional Park, Randallstown Community Center |
| Pikesville | Adjacent to Randallstown, Pikesville offers a mix of suburban space and urban-style dining and shopping. Great for attracting guests looking for a diverse experience close to Baltimore. | Pikesville Shopping Center, Suburban Club, Lurman Woodland Theater, Historic Pikesville, Druid Hill Park |
| Owings Mills | A growing area with major shopping centers and entertainment options, suitable for both short-term and long-term renters. Families and professionals are drawn to its conveniences and amenities. | Owings Mills Metro Centre, Jordan Oaks Park, Westview Mall, The Mile One, Piney Branch Park |
| Reisterstown | A friendly community with access to parks and natural beauty, attracting those seeking a peaceful getaway while still being close to urban attractions in Baltimore. | Reisterstown Regional Park, Hannah More Park, Historic Reisterstown, Reisterstown Main Street, Vansville Park |
| Woodlawn | Known for its diverse community and access to major highways, Woodlawn is convenient for travelers needing to access both city and suburban attractions. | Woodlawn Park, Lake Roland Park, The Woodlawn Library, Northwest Regional Park, Banneker Park |
| Catonsville | A charming area known for its historic sites and vibrant main street, appealing to tourists interested in history and local culture while being conveniently located near Baltimore. | Catonsville Historical Society, Patapsco Valley State Park, Catonsville Farmer's Market, The Avenue, Lansdowne Park |
| Bowie | Although a bit further out, Bowie offers a suburban feel with family-oriented attractions. A great option for families and larger groups looking for a home base near Washington D.C. | Bowiefest, Allen Pond Park, Bowie Town Center, Bowie Playhouse, Bowie State University |
| Columbia | Easily accessible and known for its well-planned communities and many parks, Columbia serves as a great base for visitors looking to explore the Howard County area and nearby Baltimore. | Lake Kittamaqundi, Columbia Mall, Symphony Woods, Lake Elkhorn Park, The Mall in Columbia |
With 8 distinct neighborhoods showing meaningful short-term rental activity, Randallstown 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 Randallstown?
Room Type Distribution
Property Type Distribution
Market Composition Insights for Randallstown
- The Randallstown Airbnb market composition is heavily skewed towards Private Room listings, which make up 57.9% of the 19 active rentals. This indicates strong guest preference for privacy and space.
- Looking at the property type distribution in Randallstown, House properties are the most common (78.9%), reflecting the local real estate landscape.
- Houses represent a significant 78.9% portion, catering likely to families or larger groups.
- The presence of 5.3% Hotel/Boutique listings indicates integration with traditional hospitality.
Randallstown Airbnb Room Capacity Analysis (2026): Bedroom Distribution
Distribution of Listings by Number of Bedrooms
Room Capacity Insights for Randallstown
- The dominant room capacity in Randallstown is 1 bedroom listings, making up 36.8% of the market. This suggests a strong demand for properties suitable for couples or solo travelers.
- Together, 1 bedroom and 3 bedrooms properties represent 63.1% of the active Airbnb listings in Randallstown, indicating a high concentration in these sizes.
- A significant 26.3% of listings offer 3+ bedrooms, catering to larger groups and families seeking more space in Randallstown.
Randallstown Vacation Rental Guest Capacity Trends (2026)
Distribution of Listings by Guest Capacity
Guest Capacity Insights for Randallstown
- The most common guest capacity trend in Randallstown vacation rentals is listings accommodating 6 guests (26.3%). This suggests the primary traveler segment is likely larger groups.
- Properties designed for 6 guests and 2 guests dominate the Randallstown STR market, accounting for 47.4% of listings.
- 26.3% of properties accommodate 6+ guests, serving the market segment for larger families or group travel in Randallstown.
- On average, properties in Randallstown are equipped to host 2.7 guests.
What Amenities Do Airbnb Guests Expect in Randallstown?
Amenity Prevalence
Amenity Insights for Randallstown
- Essential amenities in Randallstown that guests expect include: TV, Free parking on premises, Wifi, Kitchen, Air conditioning. Lacking these (any) could significantly impact bookings.
- Popular amenities like Washer, Heating, Essentials are common but not universal. Offering these can provide a competitive edge.
Recommendations for Hosts
- Ensure your listing includes all essential amenities for Randallstown: TV, Free parking on premises, Wifi, Kitchen, Air conditioning.
- Consider adding popular differentiators like Washer or Heating 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 Randallstown to stay competitive.
Dive Deeper: Advanced Randallstown STR Market Data (2026)
Ready to unlock more insights? AirROI provides access to advanced metrics and comprehensive Airbnb data for Randallstown. Explore detailed analytics beyond this report to refine your investment strategy, optimize pricing, and maximize your vacation rental profits.
Explore Advanced MetricsRandallstown Airbnb Guest Demographics & Profile Analysis (2026)
Guest Profile Summary for Randallstown
- The typical guest profile for Airbnb in Randallstown consists of primarily domestic travelers (96%), often arriving from nearby Frankford, typically belonging to the Post-2000s (Gen Z/Alpha) group (50%), primarily speaking English or Sign Language.
- Domestic travelers account for 95.6% of guests.
- Key international markets include United States (95.6%) and United Kingdom (2.2%).
- Top languages spoken are English (67.9%) followed by Sign Language (14.1%).
- A significant demographic segment is the Post-2000s (Gen Z/Alpha) group, representing 50% of guests.
Recommendations for Hosts
- Target domestic marketing efforts towards travelers from Frankford and Bowling Green.
- 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.
Randallstown Airbnb Booking Patterns (2026): Available vs. Booked Days
Available Days Distribution
Booked Days Distribution
Booking Pattern Insights for Randallstown
- The most common availability pattern in Randallstown falls within the 271-366 days range, representing 63.2% of listings. This suggests many properties have significant open periods on their calendars.
- Approximately 73.7% 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 Randallstown (42.1%), reflecting common guest stay durations or potential owner blocking patterns.
- A notable 26.4% 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 Randallstown?
Average Booking Lead Time by Month
Booking Lead Time Insights for Randallstown
- The overall average booking lead time for vacation rentals in Randallstown is 19 days.
- Guests book furthest in advance for stays during December (average 46 days), likely coinciding with peak travel demand or local events.
- The shortest booking windows occur for stays in March (average 14 days), indicating more last-minute travel plans during this time.
- Seasonally, Fall (30 days avg.) sees the longest lead times, while Spring (21 days avg.) has the shortest, reflecting typical travel planning cycles.
Recommendations for Hosts
- Use the overall average lead time (19 days) as a baseline for your pricing and availability strategy in Randallstown.
- For December stays, consider implementing length-of-stay discounts or slightly higher rates for bookings made less than 46 days out to capitalize on advance planning.
- Target marketing efforts for the Fall season well in advance (at least 30 days) to capture early planners.
- Monitor your own booking lead times against these Randallstown averages to identify opportunities for dynamic pricing adjustments.
Randallstown Airbnb Minimum Stay Requirements Analysis
Distribution of Listings by Minimum Night Requirement
1 Night
3 listings
15.8% of total
2 Nights
4 listings
21.1% of total
3 Nights
1 listings
5.3% of total
4-6 Nights
4 listings
21.1% of total
7-29 Nights
3 listings
15.8% of total
30+ Nights
4 listings
21.1% of total
Key Insights
- The most prevalent minimum stay requirement in Randallstown is 2 Nights, adopted by 21.1% of listings. This highlights the market's preference for shorter, flexible bookings.
- A significant segment (21.1%) caters to monthly stays (30+ nights) in Randallstown, pointing to opportunities in the extended-stay market.
Recommendations
- Align with the market by considering a 2 Nights minimum stay, as 21.1% of Randallstown hosts use this setting.
- If feasible, allowing 1-night stays, especially midweek or during low season, could capture last-minute bookings, as only 15.8% currently do.
- Explore offering discounts for stays of 30+ nights to attract the 21.1% of the market seeking extended stays.
- Adjust minimum nights based on seasonality – potentially shorter during low season and longer during peak demand periods in Randallstown.
Randallstown Airbnb Cancellation Policy Trends Analysis (2026)
Flexible
7 listings
46.7% of total
Moderate
2 listings
13.3% of total
Firm
1 listings
6.7% of total
Strict
5 listings
33.3% of total
Cancellation Policy Insights for Randallstown
- The prevailing Airbnb cancellation policy trend in Randallstown is Flexible, used by 46.7% of listings.
- There's a relatively balanced mix between guest-friendly (60.0%) and stricter (40.0%) policies, offering choices for different guest needs.
Recommendations for Hosts
- Consider adopting a Flexible policy to align with the 46.7% market standard in Randallstown.
- With 33.3% using Strict terms, this is a viable option in Randallstown, particularly for high-value properties or during peak demand periods.
- Regularly review your cancellation policy against competitors and market demand shifts in Randallstown.
What Do the Top Airbnb Listings in Randallstown Look Like?
Benchmark your potential! Explore examples of top-performing Airbnb properties in Randallstownbased on Trailing Twelve Month (TTM) revenue. Analyze their characteristics, revenue, occupancy rate, and ADR to understand what drives success in this market.
Lyonswood Haven
Entire Place • 3 bedrooms
Private Efficiency Suite ~ King Bed ~ Baltimore Co
Entire Place • N/A
Minimalist Luxury Apartment with Parking
Entire Place • 3 bedrooms
Remote getaway close to it all
Private Room • N/A
Family-Friendly Home w/ Grill: 15 Mi to Baltimore!
Entire Place • 3 bedrooms
Cozy & Beautiful Room
Private Room • N/A
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 Randallstown?
Learn from the best! This table showcases top-performing Airbnb hosts in Randallstown 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 |
|---|---|---|---|---|
| Gwendolyn | 1 | $62,701 | 22 | 4.82/5.0 |
| Greta | 1 | $32,567 | 131 | 4.99/5.0 |
| Owings Mills | 6 | $19,578 | 55 | 5.00/5.0 |
| Celina | 1 | $19,071 | 48 | 4.90/5.0 |
| Victor | 1 | $14,465 | 56 | 4.96/5.0 |
| Host #122382567 | 1 | $9,438 | 2 | Not Rated |
| Mary | 1 | $8,817 | 4 | 4.25/5.0 |
| Justin | 1 | $4,336 | 66 | 4.36/5.0 |
| Shemika | 1 | $3,046 | 51 | 4.61/5.0 |
| Myrtle | 1 | $2,180 | 30 | 4.77/5.0 |
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 Randallstown.
How Does Randallstown's Airbnb Market Compare to Nearby Cities?
How does the Randallstown 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 Shannondale, Randallstown has 14 percentage points lower occupancy and about $224 lower ADR. That helps frame whether this market is winning more on demand, pricing, or both.
| Market | Active Properties | Monthly Revenue | Daily Rate | Avg. Occupancy |
|---|---|---|---|---|
| Lemont | 19 | $7,187 | $832.38 | 44% |
| State College | 156 | $6,213 | $706.76 | 41% |
| Mayo | 14 | $5,419 | $442.29 | 51% |
| Centreville | 14 | $5,256 | $538.22 | 46% |
| South Heidelberg Township | 11 | $4,974 | $278.66 | 47% |
| West Donegal Township | 13 | $4,922 | $453.81 | 39% |
| Middletown Township | 10 | $4,793 | $417.64 | 53% |
| Ferguson Township | 116 | $4,781 | $815.64 | 38% |
| Polk Township | 17 | $4,761 | $450.21 | 38% |
| Shannondale | 50 | $4,738 | $315.11 | 54% |
Frequently Asked Questions About Airbnb in Randallstown
These quick answers summarize the most common investor and operator questions using AirROI's latest market data for Randallstown.
How much do Airbnb hosts make in Randallstown?
Randallstown hosts earn about $9,465 per year on average, with an average nightly rate of $91 and RevPAR of N/A. Those figures describe the typical revenue environment for active listings in Randallstown, Maryland, not the ceiling for the best operators. Source: AirROI 2025 data, Randallstown market, June 2024 to May 2025.
What is the average Airbnb occupancy rate in Randallstown?
The average Airbnb occupancy rate in Randallstown is 39.9%. November is the strongest month and June 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 Randallstown?
Listings in Randallstown average $91 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 Randallstown?
Randallstown currently has about 19 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 Randallstown?
AirROI currently classifies the short-term rental regulation level in Randallstown as Moderate. The dataset also shows about 15.8% 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 Randallstown?
RevPAR in Randallstown 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 Randallstown?
Occupancy of 39.9% means Randallstown 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 $9,465, 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 Randallstown?
The average booking lead time in Randallstown is about 19 days — a relatively short booking window, meaning most guests decide within a few weeks of their trip — dynamic pricing can capture late demand. Hosts who understand their market's booking cadence can adjust minimum stays and pricing windows accordingly.
What are the best neighborhoods for Airbnb in Randallstown?
Based on AirROI's analysis, some of the top neighborhoods for short-term rentals in Randallstown include Randallstown, Pikesville, Owings Mills. 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 Randallstown?
private_room listings make up 57.9% of the active supply in Randallstown. 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 Randallstown compare to nearby Airbnb markets?
Among neighboring markets, Lemont posts $86,248 in average annual revenue with 44.0% occupancy, compared to Randallstown's $9,465 and 39.9%. 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 Randallstown?
November is the highest-revenue month in Randallstown, while June 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.