Buying property in Laos?

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What are the price trends and forecasts in Laos right now? (January 2026)

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Authored by the expert who managed and guided the team behind the Laos Property Pack

buying property foreigner Laos

Everything you need to know before buying real estate is included in our Laos Property Pack

If you're thinking about buying property in Laos, understanding current housing prices and where they're headed is essential before making any decisions.

We've put together this guide covering Laos property prices in 2026, neighborhood trends, and what experts forecast for the coming years.

We constantly update this blog post with new data and fresh insights so you always have the latest information at your fingertips.

And if you're planning to buy a property in this place, you may want to download our pack covering the real estate market in Laos.

Insights

  • Property prices in Vientiane have grown at roughly 6.8% annually over the past five years, outpacing most other cities in Laos thanks to concentrated job growth and expatriate demand.
  • Over 50% of residential property purchases in Laos happen in cash rather than through mortgages, which makes the market less sensitive to interest rate changes than neighboring countries.
  • Luang Prabang commands the highest prices per square meter in Laos at around $2,700 in the city center, but prices drop to just $100 per square meter outside the UNESCO-protected zone.
  • The China-Laos Railway corridor has driven 15-20% of new property demand in Vientiane, with homes near stations seeing noticeably faster appreciation than those further away.
  • Gross rental yields in central Vientiane typically range from 6% to 9%, which is higher than most capital cities in Southeast Asia like Bangkok or Hanoi.
  • Laos inflation fell from over 31% in 2023 to single digits by late 2025, which has helped stabilize the kip and made USD-based property pricing more predictable for foreign buyers.
  • Vientiane's urban population is expected to double by 2030, creating sustained housing demand pressure that supports both prices and rental rates.
  • The 2024 condominium ownership law now explicitly allows foreigners to own condo units in Laos, removing a major barrier that previously pushed international buyers toward leasehold arrangements.

What are the current property price trends in Laos as of 2026?

What is the average house price in Laos as of 2026?

As of January 2026, the average house price in Laos for a typical middle-class home ranges from about 2.4 billion Lao kip to 4.8 billion kip (roughly USD 110,000 to USD 220,000, or EUR 100,000 to EUR 200,000) in Vientiane, while secondary cities like Luang Prabang, Pakse, and Savannakhet tend to fall between 1.3 billion kip and 3.3 billion kip (USD 60,000 to USD 150,000, or EUR 55,000 to EUR 137,000).

When looking at price per square meter, Laos property buyers in Vientiane should expect to pay around USD 1,100 to USD 2,400 per sqm (roughly EUR 1,000 to EUR 2,200) for condos and apartments, while landed houses and townhouses in the capital typically work out to USD 700 to USD 1,500 per sqm of built area.

The realistic price range that covers roughly 80% of property purchases in Laos falls between 1.1 billion kip and 5.5 billion kip (approximately USD 50,000 to USD 250,000, or EUR 46,000 to EUR 230,000), though this varies significantly depending on location, title clarity, and build quality.

How much have property prices increased in Laos over the past 12 months?

Property prices in Laos increased by approximately 4% in USD terms over the past 12 months (January 2025 to January 2026), with a slightly wider range of 3% to 6% depending on the city and property type.

When breaking this down by property type, condos and apartments in Vientiane saw the strongest gains at roughly 5% to 8%, followed by townhouses and shophouses at 3% to 6%, while landed houses and villas appreciated more modestly at 2% to 6% due to thinner liquidity and longer selling times.

The single biggest factor holding back stronger price growth in Laos was the elevated borrowing cost environment, where mortgage rates remained around 10% to 12% even after recent policy easing, which squeezed affordability for local buyers who rely on financing.

Sources and methodology: we triangulated inflation direction from the Lao Statistics Bureau, exchange rate stability from Bank of the Lao PDR, and Vientiane price benchmarks from Numbeo. We then converted these inputs into conservative USD-adjusted appreciation estimates using our own internal analyses.

Which neighborhoods have the fastest rising property prices in Laos as of 2026?

As of January 2026, the three neighborhoods with the fastest rising property prices in Laos are Xaysettha District in Vientiane (near That Luang and the Dong Dok corridor), Sikhottabong District (close to the airport and major logistics routes), and the accessible outskirts of Luang Prabang that remain close to the tourist core without being bound by UNESCO heritage restrictions.

These top-performing areas are seeing annual price growth ranging from roughly 7% to 10%, with Xaysettha leading due to its concentration of new commercial developments and the That Luang Marsh Special Economic Zone attracting manufacturing and business investment.

The main driver behind this outperformance is the combination of infrastructure delivery (including Vientiane's new BRT system) and strong rental demand from expatriates and professionals who want to live near transport links and employment hubs.

By the way, you will find much more detailed price ranges across neighborhoods in our property pack covering the real estate market in Laos.

Sources and methodology: we mapped infrastructure implementation using KPL Lao News Agency reports on BRT development, rental demand signals from Laos Ministry of Tourism statistics, and connectivity analysis from Mekong Institute. We combined these with our own field observations to identify areas where access, jobs, and rental demand converge.
statistics infographics real estate market Laos

We have made this infographic to give you a quick and clear snapshot of the property market in Laos. It highlights key facts like rental prices, yields, and property costs both in city centers and outside, so you can easily compare opportunities. We’ve done some research and also included useful insights about the country’s economy, like GDP, population, and interest rates, to help you understand the bigger picture.

Which property types are increasing faster in value in Laos as of 2026?

As of January 2026, property types in Laos are appreciating in roughly this order: condos and apartments in prime Vientiane are growing fastest, followed by townhouses and shophouses on strong commercial roads, then well-located landed houses, and finally luxury villas which tend to move more slowly due to smaller buyer pools.

The top-performing property type, condos in central Vientiane, is seeing annual appreciation of roughly 5% to 8%, making it the most consistently rising segment in the Laos residential market.

Condos are outperforming because the legal framework for condominium ownership became clearer with the 2024 regulations under Decree 352, which explicitly allows foreign ownership and has made this segment much easier for investors to evaluate and compare than less standardized options like land or villas.

Finally, if you're interested in a specific property type, you will find our latest analyses here:

Sources and methodology: we combined the legal and regulatory direction for condos from Conventus Law, observed Vientiane condo price benchmarks from Numbeo, and macro constraints on borrowing from Bank of the Lao PDR. We then ranked segments by typical re-pricing speed based on liquidity and buyer activity.

What is driving property prices up or down in Laos as of 2026?

As of January 2026, the top three factors driving property prices in Laos are infrastructure and connectivity improvements (especially the China-Laos Railway and Vientiane's new BRT system), tourism recovery which supports rental demand in cities like Luang Prabang, and gradual macroeconomic stabilization that has helped the kip avoid a repeat of the 2022-2023 volatility.

Among these, infrastructure delivery has the strongest upward pressure on Laos property prices because it directly changes which neighborhoods feel accessible, creating new pockets of demand almost overnight as travel times shrink and logistics corridors mature.

If you want to understand these factors at a deeper level, you can read our latest property market analysis about Laos here.

Sources and methodology: we used the IMF Article IV Consultation and World Bank Lao Economic Monitor for macro drivers, plus Asian Development Bank forecasts for growth and inflation context. We then translated these into household affordability and investor confidence channels based on our local market observations.

Get fresh and reliable information about the market in Laos

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What is the property price forecast for Laos in 2026?

How much are property prices expected to increase in Laos in 2026?

As of January 2026, property prices in Laos are expected to increase by roughly 4% to 7% in USD terms over the calendar year, with kip-denominated prices likely rising 7% to 12% due to lingering inflation pressures.

The range of forecasts from different analysts spans from a conservative 3% (if borrowing costs stay elevated and FX volatility returns) to an optimistic 8% (if infrastructure projects deliver on schedule and tourism continues its strong recovery).

The main assumption underlying most Laos property price forecasts for 2026 is that the kip remains relatively stable and inflation continues its downward trend from the 2023 peak, allowing real purchasing power to gradually improve for local buyers.

We go deeper and try to understand how solid are these forecasts in our pack covering the property market in Laos.

Sources and methodology: we used the IMF, World Bank, and Asian Development Bank as the macro envelope for growth and inflation. We then converted these into a housing forecast that sits modestly above USD inflation but remains cautious given ongoing borrowing constraints.

Which neighborhoods will see the highest price growth in Laos in 2026?

As of January 2026, the neighborhoods expected to see the highest price growth in Laos are Xaysettha and Sikhottabong districts in Vientiane (benefiting from BRT rollout and logistics connectivity), plus accessible outskirts of Luang Prabang where tourism-driven rental demand remains strong without heritage-zone building restrictions.

These top neighborhoods are projected to see price growth of 7% to 10% in 2026, roughly 2 to 3 percentage points above the national average, driven by a combination of new transport links and sustained rental demand.

The primary catalyst driving expected growth in these areas is the completion and early operation of Vientiane's BRT system, which is making certain corridors feel meaningfully more connected and attracting both residents and investors who want to be near reliable public transport.

One emerging neighborhood in Laos that could surprise with higher-than-expected growth is Ban Nongbone in Vientiane, where lower average prices and proximity to the expanding eastern commercial zone are starting to attract middle-income families priced out of central districts.

By the way, we've written a blog article detailing what are the current best areas to invest in property in Laos.

Sources and methodology: we prioritized areas where transport is actually launching (not just planned) using KPL news reports and where rental demand has official support from Laos tourism statistics. We also incorporated our own field research and local expert conversations to identify emerging pockets of demand.

What property types will appreciate the most in Laos in 2026?

As of January 2026, mid-market condos in prime Vientiane are expected to appreciate the most among residential property types in Laos, followed closely by townhouses and shophouses on strong commercial roads.

The projected appreciation for top-performing condos in Vientiane is roughly 6% to 9% for the year, reflecting their combination of legal clarity for foreign buyers, standardized pricing, and strong rental demand from expatriates.

The main demand trend driving condo appreciation is the growing pool of foreign professionals and investors who can now legally own condominium units under the revised Land Law, combined with limited new supply in prime central locations.

On the flip side, luxury villas are expected to underperform in 2026 because they appeal to a smaller buyer pool, take longer to sell, and require more due diligence around land title and usage rights, which makes them less liquid than standardized condos.

Sources and methodology: we combined the condo regulatory framework from Conventus Law with rate conditions from Bank of the Lao PDR and observed pricing from Numbeo. We ranked segments by expected re-pricing speed based on liquidity, legal clarity, and buyer activity patterns.
infographics rental yields citiesLaos

We did some research and made this infographic to help you quickly compare rental yields of the major cities in Laos versus those in neighboring countries. It provides a clear view of how this country positions itself as a real estate investment destination, which might interest you if you’re planning to invest there.

How will interest rates affect property prices in Laos in 2026?

As of January 2026, the impact of interest rates on Laos property prices is meaningful but more muted than in fully mortgage-dependent markets, because over half of residential purchases in Laos happen in cash rather than through bank financing.

The current benchmark policy rate from the Bank of the Lao PDR sits in the high single digits, with mortgage rates for local buyers typically ranging from 10% to 12%, and the expected direction is gradual easing as inflation continues to moderate through 2026.

A 1% drop in interest rates in Laos would typically improve affordability enough to bring more local buyers into the market, particularly for condos and townhouses in the 1 to 3 billion kip range, though the effect is less dramatic than in countries where 80% or more of purchases involve mortgages.

You can also read our latest update about mortgage and interest rates in Laos.

Sources and methodology: we used the Bank of the Lao PDR policy rate page to track the direction of credit conditions, then applied the IMF's macro outlook to judge whether easing translates into real demand or gets offset by inflation risk. We also incorporated our own data on cash versus financed purchases in Laos.

What are the biggest risks for property prices in Laos in 2026?

As of January 2026, the three biggest risks for property prices in Laos are a renewed FX shock or kip depreciation (which would erode local purchasing power even if USD prices look stable), inflation re-accelerating above the current single-digit trajectory, and credit tightening or banking sector stress that could reduce the number of financed buyers.

Among these, the highest-probability risk is a kip depreciation episode, because Laos still carries a heavy external debt burden (public debt remains above 100% of GDP) and any interruption to ongoing debt renegotiations or a sudden drop in foreign exchange reserves could trigger currency pressure relatively quickly.

We actually cover all these risks and their likelihoods in our pack about the real estate market in Laos.

Sources and methodology: we identified risks using the IMF Article IV Consultation, World Bank Lao Economic Monitor, and AMRO assessments. We then weighted these by probability based on current debt sustainability indicators and foreign reserve levels.

Is it a good time to buy a rental property in Laos in 2026?

As of January 2026, it is generally a good time to buy a rental property in Laos if you focus on well-located properties in Vientiane or tourist cities like Luang Prabang, where gross rental yields of 6% to 9% remain attractive compared to regional alternatives.

The strongest argument in favor of buying now is that property prices are still relatively affordable by Southeast Asian standards, the legal framework for condo ownership has improved significantly, and rental demand from expatriates and tourists continues to grow as the economy stabilizes.

The strongest argument for waiting is that mortgage rates remain elevated at 10% to 12% for local financing, and if you need to borrow, the carrying costs could squeeze your net returns until rates come down further.

If you want to know our latest analysis (results may differ from what you just read), you can read our assessment on whether now is a good time to buy a property in Laos.

You'll also find a dedicated document about this specific question in our pack about real estate in Laos.

Sources and methodology: we estimated yields from transparent published rent and price inputs from Numbeo, stress-tested demand using official Laos tourism statistics, and cross-checked the macro stability outlook with the IMF and World Bank.

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investing in real estate foreigner Laos

Where will property prices be in 5 years in Laos?

What is the 5-year property price forecast for Laos as of 2026?

As of January 2026, cumulative property price growth in Laos over the next 5 years is expected to reach roughly 25% to 40% in USD terms, translating to an average annual appreciation of about 4.5% to 7%.

The range of 5-year forecasts spans from a conservative scenario of around 20% total growth (if macro instability returns or debt issues worsen) to an optimistic scenario of up to 50% (if infrastructure projects deliver strongly and Laos successfully graduates from Least Developed Country status).

The projected average annual appreciation rate over the next 5 years in Laos sits between 4.5% and 7% per year, with urban centers like Vientiane and Luang Prabang likely to perform at the higher end of that range.

The key assumption most forecasters rely on for their 5-year Laos property price predictions is that the government continues its fiscal consolidation and debt management efforts, allowing inflation to stay manageable and the kip to avoid another major depreciation episode.

Sources and methodology: we used the IMF, World Bank, and Asian Development Bank for medium-term macro constraints and growth drivers. We then assumed housing grows modestly above USD inflation when stability holds and infrastructure continues to deliver.

Which areas in Laos will have the best price growth over the next 5 years?

The three areas in Laos expected to have the best price growth over the next 5 years are corridors in Vientiane benefiting from mass transit upgrades (especially districts along the BRT route), rail-linked nodes whose accessibility improves with China-Laos Railway connectivity, and accessible zones near Luang Prabang's tourist core that avoid strict heritage building constraints.

These top-performing areas are projected to see 5-year cumulative price growth of 35% to 55%, outpacing the national average by 10 to 15 percentage points thanks to infrastructure-driven accessibility gains.

This 5-year outlook is similar to our shorter forecast but with higher cumulative gains, because infrastructure benefits tend to compound over time as connectivity improvements attract more residents, businesses, and services to the same corridors.

One currently undervalued area in Laos with strong 5-year outperformance potential is Pak Ngeum District on Vientiane's outskirts, where government agricultural and infrastructure projects are opening up land that could attract development as the city expands.

Sources and methodology: we used Laos-specific connectivity research from Mekong Institute and confirmed near-term transit rollout using KPL news. We also incorporated World Bank infrastructure investment data to identify where accessibility premiums are likely to appear over 5 years.

What property type will give the best return in Laos over 5 years as of 2026?

As of January 2026, mid-market condos in prime Vientiane are expected to give the best total return over 5 years in Laos, combining moderate capital appreciation with solid rental income from expatriates and professionals.

The projected 5-year total return for well-located Vientiane condos (including both appreciation and rental income) is roughly 55% to 75%, assuming 5% to 7% annual price growth plus 6% to 8% gross rental yields.

The main structural trend favoring condos over the next 5 years is the improved legal clarity for foreign ownership combined with Vientiane's rapid urbanization, which is expected to double the city's population by 2030 and sustain strong rental demand.

For investors seeking a balance of return and lower risk over 5 years in Laos, practical townhouses and shophouses on established commercial roads offer slightly lower appreciation potential but more stable rental demand from local businesses and families.

Sources and methodology: we combined liquidity and standardization factors from our own market research with legal clarity improvements documented by Conventus Law and rent-support signals from Laos tourism statistics. We also used Numbeo data to estimate realistic yield expectations.

How will new infrastructure projects affect property prices in Laos over 5 years?

The three major infrastructure projects expected to impact Laos property prices over the next 5 years are the China-Laos Railway (already operational and continuing to mature), the Vientiane BRT system (launching in phases through 2026), and ongoing road network improvements funded partly by World Bank and regional development initiatives.

The typical price premium for properties near completed infrastructure in Laos ranges from 10% to 20% compared to similar properties further away, with the strongest premiums appearing within 1 to 2 kilometers of railway stations and BRT stops.

The neighborhoods that will benefit most from these infrastructure developments include Xaysettha and Sikhottabong districts in Vientiane (near BRT routes and logistics hubs), towns along the China-Laos Railway corridor like Vang Vieng and Luang Prabang, and areas near upgraded national roads that improve connectivity to Thailand and Vietnam.

Sources and methodology: we used Mekong Institute's railway analysis and KPL news on Vientiane BRT to map infrastructure timing. We also referenced World Bank road infrastructure reports to identify which corridors are likely to see the strongest accessibility improvements.

How will population growth and other factors impact property values in Laos in 5 years?

Laos has a population growth rate of around 1.3% annually, but urbanization is the bigger story: the urban population is expected to reach nearly 50% by 2025 and continue climbing, with Vientiane's population potentially doubling by 2030, which will sustain housing demand pressure in cities.

The demographic shift with the strongest influence on Laos property demand is the growing middle class with rising incomes (household incomes grew around 14% in recent years), which is creating more buyers who can afford mid-market homes in urban areas.

Migration patterns, including both rural-to-urban movement within Laos and outmigration of workers to Thailand, will affect property values in opposite ways: urban demand stays strong as people move to cities for jobs, while rural rental yields continue to decline as the countryside empties out.

Condos and apartments in central Vientiane, plus practical townhouses near schools and services, will benefit most from these demographic trends because they match what the growing urban middle class is looking for in terms of size, price, and location.

Sources and methodology: we used urbanization projections from World Bank and demographic trends from Lao Statistics Bureau. We also incorporated income growth data and migration patterns from Asian Development Bank country assessments.
infographics comparison property prices Laos

We made this infographic to show you how property prices in Laos compare to other big cities across the region. It breaks down the average price per square meter in city centers, so you can see how cities stack up. It’s an easy way to spot where you might get the best value for your money. We hope you like it.

What is the 10 year property price outlook in Laos?

What is the 10-year property price prediction for Laos as of 2026?

As of January 2026, cumulative property price growth in Laos over the next 10 years is expected to reach roughly 40% to 70% in USD terms, which works out to an average annual appreciation of about 3.5% to 5.5%.

The range of 10-year forecasts spans from a conservative scenario of around 30% total growth (if debt problems persist and macro instability returns) to an optimistic scenario of up to 100% (if Laos successfully transitions to upper-middle-income status and infrastructure investment accelerates).

The projected average annual appreciation rate over the next 10 years in Laos sits between 3.5% and 5.5% per year, slightly lower than the 5-year forecast because longer timeframes carry more uncertainty and potential for setbacks.

The biggest uncertainty factor in making 10-year property price predictions for Laos is whether the government can sustainably manage its heavy public debt burden (currently above 100% of GDP), because failure to do so could trigger currency crises that would disrupt the entire property market.

Sources and methodology: we extended the same macro-informed framework used for shorter forecasts, drawing on IMF, World Bank, and ADB assessments. We widened the forecast range to reflect Laos' higher long-term uncertainty around FX, inflation, and debt risks.

What long-term economic factors will shape property prices in Laos?

The three long-term economic factors that will shape Laos property prices over the next decade are debt sustainability and policy credibility (which affects inflation and currency stability), regional integration and logistics connectivity (which supports employment and household formation), and tourism competitiveness (which keeps certain cities like Luang Prabang rent-supported).

The single long-term factor with the most positive impact on Laos property values is regional integration through improved transport infrastructure, because it makes the country more attractive for investment, creates jobs, and supports sustained urbanization and housing demand.

The single long-term factor posing the greatest structural risk to Laos property values is the country's high public debt burden, because if debt servicing becomes unsustainable, it could trigger currency depreciation, inflation spikes, and a loss of investor confidence that would hurt the entire property market.

You'll also find a much more detailed analysis in our pack about real estate in Laos.

Sources and methodology: we identified long-term factors using World Bank structural assessments, Mekong Institute connectivity analysis, and Conventus Law legal framework updates. We then weighted these by their likely impact on sustained property demand and investor confidence.

What sources have we used to write this blog article?

Whether it's in our blog articles or the market analyses included in our property pack about Laos, we always rely on the strongest methodology we can, and we don't throw out numbers at random.

We also aim to be fully transparent, so below we've listed the authoritative sources we used, and explained how we used them and the methods behind our estimates.

Source Why it's authoritative How we used it
Bank of the Lao PDR - Exchange Rate It's Laos' central bank, the cleanest reference for official FX context. We used it to anchor "prices in kip vs USD" thinking because FX swings can fake a boom. We then adjusted our price-change estimates so they reflect real movement, not just currency noise.
Bank of the Lao PDR - Interest Rate It's the official policy-rate page from the central bank. We used it to judge whether borrowing conditions are tightening or easing. We then translated that into expected pressure on demand for homes, especially mortgages for locals.
Lao Statistics Bureau (LSB) It's the government statistics portal used for national indicators. We used it to cross-check inflation and CPI levels around late 2025. We then used inflation as a floor for nominal kip home-price growth expectations.
World Bank - Lao Economic Monitor The World Bank is a top-tier institution and this is its flagship Laos macro update. We used it for the baseline 2026 macro narrative covering growth, inflation direction, and risks. We then linked those macro drivers to housing demand and affordability.
IMF - Lao PDR 2025 Article IV The IMF's Article IV work is among the most scrutinized macro assessments a country gets. We used it to triangulate the 2025-26 outlook covering growth drivers, inflation risks, and stability. We then used it to stress-test our 2026 and 5-10 year housing scenarios.
Asian Development Bank (ADB) ADB is a core development institution for Asia and publishes consistent forecasts. We used it to pin down consensus GDP and inflation expectations for 2026. We then used those as inputs to our base-case price forecast range.
Laos Ministry of Tourism - Statistics Report It's an official compiled tourism dataset, which matters a lot for rental demand in tourist cities. We used it to support the demand story for places like Luang Prabang. We then connected tourism growth to stronger rent resilience and investor appetite.
Conventus Law - Condo Decree Explainer It's a legal and regulatory explainer tied directly to the official decree and land-law framework. We used it to clarify what condo ownership means in practice and why condos are a distinct segment in Laos. We then explained why condos can price differently from landed homes.
Trading Economics - Lao Kip It's a widely used macro-data aggregator that clearly cites its sources and updates frequently. We used it as a quick cross-check on the direction of the kip over the last 12 months. We then used it to sanity-check our USD-based price-change ranges.
Trading Economics - Laos CPI It's a convenient CPI time-series view that helps validate inflation momentum. We used it to cross-check late-2025 CPI levels and direction. We then used CPI momentum as a practical guide for nominal price pressure in 2026.
Numbeo - Vientiane Property Prices It's not official, but it's transparent about sample size and is verifiable by readers. We used it to estimate order-of-magnitude price-per-sqm and rent levels in Vientiane when official house-price indices are limited. We then converted those into simple yield and affordability estimates.
Lao Land Information Working Group It points directly to the government gazette and legal text context for Laos land-law changes. We used it to support the "why condos matter" story for foreigners and investors. We then explained why condos often attract different buyers than houses and townhouses.
Mekong Institute - Railway Analysis It's a reputable regional institute and the paper is source-rich and specific to Laos logistics connectivity. We used it to connect infrastructure to neighborhood-level demand around stations and logistics corridors. We then used that to justify which areas could outperform over 5 years.
KPL (Lao News Agency) - Vientiane BRT It's a state news agency and a reliable reference for what's actually being implemented. We used it to support the near-term accessibility premium story inside Vientiane. We then highlighted which corridors are more likely to see demand lift.
AMRO - Lao PDR Assessment AMRO is the ASEAN+3 macroeconomic surveillance body with deep regional expertise. We used it to cross-check growth and inflation forecasts for 2025-2026. We then incorporated its risk assessment into our downside scenario analysis.
Statista - Laos Residential Real Estate Statista aggregates market data from multiple sources and provides consistent market sizing. We used it to understand overall market trends and customer preferences in Laos. We then incorporated urbanization and demand patterns into our neighborhood analysis.

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