When Comparable Sales Are Not Enough: Choosing the Appropriate Valuation Method

One of the most frequent challenge facing new appraisers isn’t the math — it’s the comparables. Textbooks and early training make it seem like a valuation simply can’t proceed without three or four clean, recent sales sitting neatly in a grid. So when a search turns up few comparables, or none that are truly similar to the subject property, it can feel like a dead end. The instinct is to worry: if I don’t have comparable sales, do I even have a valuation?

That instinct is understandable, but it’s based on a misunderstanding of what the Sales Comparison Approach actually is — one piece of evidence among several, not the only path to a credible opinion of value. This is also usually the moment a new appraiser gets asked:

“Why didn’t you use the Sales Comparison Approach?”

The question sounds simple. If market value reflects the behavior of buyers and sellers, actual sales would seem like the most direct evidence available. But valuation isn’t just a matter of finding properties that have sold, tabulating them, making adjustments, and averaging a price per square meter. The real question is whether the available transactions are comparable, reliable, and relevant enough to say something meaningful about the subject property — and if they aren’t, what other evidence and methods are available instead. A scarcity of comparables isn’t a dead end. It’s a signal to look elsewhere in the market — and that’s where professional judgment begins.Comparable Sales Are Evidence, Not the Valuation Itself

The Sales Comparison Approach matters because it looks at real transactions. When recent, arm’s-length sales of genuinely comparable properties exist, they’re strong evidence of value. But the presence of sales nearby doesn’t make them comparable. A property can differ materially in location, accessibility, size, zoning, permissible use, development potential, or highest and best use — and adjustments only stretch so far.

Suppose the subject is a large tract zoned for tourism development. Nearby transactions might involve agricultural, residential, or commercial land with very different zoning and development potential. The appraiser can try to adjust for those differences, but as the number and magnitude of adjustments grows, a harder question emerges: how much of the resulting value still comes from the actual transaction, and how much now comes from the appraiser’s own assumptions? As adjustments pile up, the transaction’s reliability as an indicator of the subject’s value tends to fall.

The goal isn’t to force a comparable into the analysis just because an appraisal is expected to include one.

Scarcity of Comparable Sales Is a Signal, Not a Dead End

I ran into this directly on an assignment involving tourism-development land. Market investigation turned up too few reliable transactions with sufficiently similar characteristics and development potential to support a credible Sales Comparison analysis.

That doesn’t mean the property has no market, and it doesn’t necessarily mean it’s a seller’s market. It means the available transaction evidence isn’t enough on its own — which is a signal to look further, not a stopping point.

Market evidence is broader than comparable sales. Transactions are one form of it. Depending on the property, other relevant evidence includes rents, occupancy rates, operating expenses, construction and development costs, absorption periods, finished-unit selling prices, capitalization and discount rates, and the returns investors require. For a tourism-development site, that might mean investigating demand, room rates, occupancy, development costs, and expected investor returns — the appraiser hasn’t left the market behind, just examined it through a different lens.

Approaches vs. Methods

New appraisers sometimes treat valuation as three fixed calculations: Sales Comparison, Cost, and Income. These are broad approaches. Within them, different methods and techniques apply depending on the property and the evidence available — among them the direct comparison method, capitalization, discounted cash flow, the residual method, subdivision or development analysis, land residual and extraction techniques, allocation, and depreciated replacement cost. Terminology varies across standards and literature; what matters is that the method fits the problem and is supported by reliable evidence — not just that the appraiser knows how to run the calculation, but why it’s the right one here.

The Residual Method

When directly comparable land sales are scarce, a development property’s value may be tied to what can legally, physically, and economically be built on it. The appraiser estimates the value of the completed development and deducts the costs required to get there:

Value of Completed Development
− Development and Construction Costs
− Other Necessary Costs and Allowances
− Developer’s Return/Risk Allowance
= Residual Value Attributable to the Land

Where development spans several years, cash flow timing needs to be reflected too. The method is powerful but demanding — its output is only as good as the assumptions behind revenues, costs, timing, and required returns, which need market support rather than a number chosen to hit a target.

The Subdivision or Development Method

The same logic applies to a large tract whose highest and best use is subdivision. If there are few sales of comparable raw parcels, there may still be solid data on finished-lot prices, lot yield, infrastructure and permitting costs, marketing expenses, absorption periods, financing costs, and developer’s profit. In that case, a subdivision/development analysis is more defensible than simply comparing the whole undeveloped tract to small individual lot sales.

Expected sale proceeds aren’t just summed and called the land’s present value — development takes time, costs money, doesn’t convert 100% of gross area into saleable lots, requires infrastructure, and carries risk that investors expect to be compensated for. The analysis has to reflect all of that.

Income Methods and Discounted Cash Flow

For income-producing or development-oriented properties, capitalization works when income is relatively stable; a discounted cash flow (DCF) analysis fits better when revenues and expenses vary materially over time — through development, lease-up, or phased operations. Either way, the model is only as good as its inputs. A sophisticated spreadsheet doesn’t fix unsupported revenue, cost, occupancy, or discount-rate assumptions.

The Cost Approach

The Cost Approach looks at the current cost to replace or reproduce an improvement, net of appropriate depreciation. It’s particularly useful where improvements are new, specialized, rarely traded separately, or where construction-cost data is more reliable than comparable transaction data. No single approach is universally superior — different properties pose different problems.

Let the Evidence Choose the Method — Not the Other Way Around

A habit worth avoiding: deciding on the methodology before understanding the property. “I need three comparables, so I’ll find three sales” reverses the process. A more disciplined sequence:

Understand the property → determine the relevant property rights and valuation problem → analyze highest and best use → investigate the market → identify available, reliable evidence → determine which approaches apply → select the method(s) → develop the valuation → reconcile the indications of value.

The method should follow the evidence — not the reverse.

“But Isn’t an Actual Sale More Reliable Than an Estimate?”

A fair challenge, and the honest answer is: it depends. A genuinely comparable arm’s-length sale is powerful evidence. A transaction involving a materially different property may need so much adjustment that it says little about the subject. Likewise, an Income, Cost, Residual, or Development analysis is only as reliable as the evidence behind it.

The real comparison isn’t actual sale vs. estimate — it’s which evidence and methodology give the most credible read on how the market would value this specific property?

That said, declining to use Sales Comparison as the primary method doesn’t mean ignoring sales evidence entirely. Available transactions can still help establish a general value range, support specific assumptions, confirm market trends, sanity-check another valuation indication, or serve as a secondary check in reconciliation. A method can be insufficient as a primary basis and still be useful supporting evidence — valuation doesn’t require picking one evidence source and discarding the rest.

The Appraiser Interprets the Market — Doesn’t Just Report It

An appraiser doesn’t create value, and shouldn’t simply echo transaction prices without analyzing what they mean. The job is to interpret the economic evidence relevant to the property — its legal and physical characteristics, highest and best use, the relevant market, and the strengths and limits of the available data. That’s why professional judgment matters. But judgment isn’t the same as unsupported discretion; it has to be reasoned and evidence-backed.

A Practical Answer

When asked why the Sales Comparison Approach wasn’t used, a defensible response looks something like this:

“I considered its applicability. However, my market investigation didn’t identify sufficient reliable transactions involving properties comparable enough to the subject — in their relevant characteristics and development potential — to support a credible value indication through that approach. I therefore examined other available market evidence and applied the methods best suited to the property’s characteristics and highest and best use. The methodology ultimately used was the one most reliably supported by the available evidence.”

That’s not a criticism of Sales Comparison — it’s a demonstration that method selection is itself part of the analysis.

Some properties have abundant comparable sales. Others have very few, or sales so different that extensive adjustment would undermine their reliability. In those cases, don’t force the property into a familiar method — let its characteristics, highest and best use, and the quality of available evidence guide the selection. Sales Comparison, Income, Cost, Residual, Subdivision Development, DCF, and other recognized techniques aren’t competing formulas to choose between arbitrarily; they’re tools for reading different kinds of market evidence. Competence isn’t just knowing how to run each calculation — it’s knowing when one is appropriate, what supports it, where its limits are, and how its result relates to the market. And when comparable sales can’t be found, that’s not where the analysis ends. Often, it’s where the real analysis begins.

Housing Paradox

In recent months, news reports have painted a troubling picture of Metro Manila’s condominium market. The oversupply of residential units has reached concerning levels, raising questions about market stability and prompting analysts to propose various recommendations. While analysts focus on strategies to address the oversupply, there has been little to no effort to connect this phenomenon with the broader issue of unmet housing needs. This creates a puzzling paradox -on one side of the real estate spectrum, developers are grappling with excessive inventory in urban centers. On the other side, millions of Filipinos still lack access to adequate, affordable housing.

The stark imbalance highlights a deeper, systemic problem within the housing sector: a misalignment between supply and demand, where the needs of the population are not being met despite the abundance of residential units.

Currently, the oversupply in the condominium market translates to about 34 months of inventory at the current sales pace—nearly three times the ideal benchmark of a 12-month supply. Urban centers like Quezon City, Ortigas, and Pasay are particularly affected, with thousands of unsold units. For example, Quezon City alone has 18,500 available units, followed by Ortigas with 13,500 and Pasay’s Bay Area with 10,500. Meanwhile, high-end areas like Makati and Bonifacio Global City maintain lower inventories, reflecting steadier demand in the luxury segment.

The reasons behind this oversupply are multifaceted. High interest rates, external economic pressures, and shifting consumer preferences towards single-detached homes in suburban areas have all played a role. Developers, driven by the high returns in the mid- to high-tier condominium market, have focused on urban centers, inadvertently creating a bubble of excess inventory in certain locations.

On the other side of this paradox lies the staggering national housing backlog of 6.5 million units. This deficit primarily affects low- to middle-income families who cannot afford the properties being developed. In Central Visayas alone, the housing need is over half a million units, and while government programs like the Pambansang Pabahay para sa Pilipino Program (4PH) aim to address the backlog, progress has been slow. For instance, in Central Visayas, the Department of Human Settlements and Urban Development (DHSUD) has set a modest target of 13,000 housing units under 4PH—far from the region’s actual needs.

This paradox underscores a severe mismatch between the type of housing being supplied and the housing people need. The oversupply is concentrated in mid- to high-tier condominiums in urban areas, which are unaffordable to most Filipinos. Meanwhile, the housing backlog affects families who struggle to find even basic, affordable shelter. Rapid urbanization has driven developers to focus on city centers, where demand for high-end properties has slowed, while the needs of provincial and low-income communities remain unmet.

This misalignment has wide-ranging implications. Developers face financial losses as unsold inventories pile up, while families without access to affordable housing continue to live in substandard conditions. The situation also affects the broader economy, as stagnation in urban property markets and inadequate housing solutions limit economic mobility and growth.

To address this complex challenge, a coordinated effort is needed. Policymakers, developers, and stakeholders must work together to realign the market. Incentivizing developers to prioritize affordable housing, particularly in areas with high backlogs, is essential. Improving transportation infrastructure to make suburban housing more accessible can also help ease the concentration of developments in urban areas. Additionally, accessible financing options for low- to middle-income families, public-private partnerships, and stricter regulations to prevent future oversupply are crucial steps.

The coexistence of housing oversupply and a massive backlog highlights fundamental flaws in the Philippine real estate market. Solving this paradox requires a shift in priorities—from catering mainly to profit-driven urban developments to addressing the genuine housing needs of the majority. By doing so, the sector can foster sustainable growth, improve living conditions, and create a more equitable future for all Filipinos.

The solution to the Philippine housing paradox lies not in shifting the focus of condominium developments to other regions but in prioritizing the unmet demand for affordable housing. The fundamental issue is not merely the geographic concentration of real estate projects but the failure to align supply with the genuine needs of the population. Addressing this misalignment is key to resolving both the oversupply and the housing backlog.

Augusto B. Agosto is a passionate blogger, economist, a university professor and thought leader in real estate and urban development. With extensive experience in analyzing economic trends and real estate dynamics, he offers insightful perspectives on pressing issues such as housing, land use, and property market trends in the Philippines.