Sales comparison and market evidence
Select useful comparable sales, adjust them in the correct direction, and reconcile a supported value range.
- Adjust the comparable
- A comparable's superiority calls for a downward adjustment to make it comparable to the subject, and inferiority calls for an upward adjustment.
- Evidence supports magnitude
- Market reaction, not improvement invoices or customary adjustment percentages, supports the size of an adjustment.
- Reconcile evidence quality
- A correct arithmetic average does not establish that weak and strong comparable evidence deserve equal influence.
Learning objectives
- Evaluate the relevance and reliability of comparable transactions.
- Apply market-supported adjustments to the comparable rather than the subject.
- Distinguish reconciliation from a mechanical average.
The question sales comparison answers
Use competitive substitute properties to infer subject value, recognizing that reliable transaction evidence matters more than superficial proximity alone.
The sales comparison approach asks what buyers have paid for relevant alternatives and what those transactions imply about the subject property. Its economic foundation is substitution. A buyer comparing similar available homes evaluates location, condition, size, legal rights, and other features before deciding how much to pay.
The approach is particularly useful when enough relevant market sales exist, as often happens with owner-occupied houses and vacant residential lots. A highly specialized industrial facility with little comparable trading may require more emphasis on other approaches. The choice follows the property and evidence rather than an assumption that one formula works everywhere.
Comparable sales are evidence, not exact copies. Even adjacent houses can differ in condition, lot configuration, view, legal additions, and sale circumstances. The appraiser identifies important differences and estimates the market's response to them.
Define the assignment and gather evidence
Define the interest and effective date, verify transaction conditions, and distinguish closed sale evidence from asking prices or unverified concessions.
First identify the property interest and effective date. A fee-simple interest, a leased-fee interest subject to a long lease, and a partial interest are not automatically equivalent. The date anchors market conditions. A price negotiated during a different interest-rate or inventory environment may require a supported time adjustment.
Gather property-specific information: legal description, site size, improvement dimensions, condition, permitted use, easements, and relevant restrictions. Then examine the surrounding market and actual competing properties. A comparable is useful because it competes for similar buyers, not merely because it is the closest point on a map.
Closed sales show completed exchanges. Pending contracts can indicate current activity but may not close at the expected terms. Active listings show competition and seller expectations, not proof that buyers will pay the asking price. Expired listings can reveal resistance to a price or other marketing issues, but they require context.
Verify the transaction where possible. A reported price might include furniture, seller financing, unusual concessions, or a transfer between related parties. A rushed sale may reflect a seller's special circumstances. These facts do not necessarily make the transaction useless; they affect how the evidence is interpreted and adjusted.
Select competitors before selecting convenient statistics
A subject house and a nearby property may be separated by only one block yet compete in different market segments because of property type, permitted use, size, or a major physical barrier. A somewhat more distant sale may provide better evidence if buyers would reasonably consider it as an alternative. Distance is useful context, not a universal ranking rule.
Suppose the subject is a modest detached home. Nearby luxury condominium sales may be geographically close but involve different ownership rights, assessments, amenities, and buyer choices. A detached sale farther away may require a location adjustment while matching the subject much more closely in other respects. The analyst must explain the competitive relationship instead of relying only on a radius search.
Price per square foot is also a comparison tool rather than a complete adjustment model. Dividing a sale price by living area allocates the entire transaction, including land and other contributions, across those square feet. It does not prove that adding one square foot to the subject would add the same amount. The marginal value of additional space can differ from the average price per square foot.
The subject has ordinary residential utility, fee-simple ownership, and no unusual commercial permission.
- Nearby luxury condodifferent product
- Only one block away, but ownership rights, assessments, shared amenities, and buyer choices differ substantially.
- Farther detached salepossible competitor
- Similar size, utility, and purchaser pool. Analyze location differences rather than discard it solely for being farther away.
- Next-door corner sitedifferent legal use
- A valuable commercial entitlement may influence this sale. Geographic closeness does not remove the rights difference.
- Supported $100 marginal contribution
- Incorrect $400 average-rate shortcut
The $600,000 base sale divided by 1,500 square feet is $400 per square foot, but a supported $100 marginal adjustment adds only $20,000 for the next 200 square feet, not $80,000.
Values
| Series | Living area in square feet | Indicated total property value |
|---|---|---|
| Supported $100 marginal contribution | 1,500 | $600,000.00 |
| Supported $100 marginal contribution | 1,700 | $620,000.00 |
| Supported $100 marginal contribution | 1,900 | $640,000.00 |
| Incorrect $400 average-rate shortcut | 1,500 | $600,000.00 |
| Incorrect $400 average-rate shortcut | 1,700 | $680,000.00 |
| Incorrect $400 average-rate shortcut | 1,900 | $760,000.00 |
Market evidence log: fictional transactions
The subject's current competitive market contains these four records. None can be evaluated by price alone.
- Closed: $612,000Transfer completed and material terms verified.
Evidence of an actual exchange, still subject to differences in rights, timing, condition, and sale circumstances.
- Pending: $625,000Contract reported; closing remains conditional.
Useful current-market evidence, not proof of a completed transaction at that price.
- Active: $650,000Seller is currently asking this amount.
Shows available competition and seller expectations, not demonstrated buyer acceptance.
- Expired: $675,000Marketing ended without a reported sale.
Investigate exposure and terms; expiration may show price resistance but does not reveal the exact achievable value.
Classify the record and verify its terms before using its number as equivalent market evidence.
- Cash paid by purchaser
- $200,000
- Supported cash value of the $400,000 seller note
- $350,000
$200,000 cash + $350,000 supported note value = $550,000, not the $600,000 nominal total.
Adjust the comparable to the subject
Move each comparable toward the subject: deduct for superior features and add for inferior ones using supported contributory differences.
The subject is the reference point. Adjust the comparable's sale price as though that comparable had the subject's relevant characteristics. If the comparable is superior, subtract the supported amount. If it is inferior, add the supported amount.
Suppose the subject lacks a garage and a comparable with a garage sold for $610,000. If market evidence attributes $25,000 to that garage advantage, the comparable indicates $610,000 - $25,000 = $585,000 for a property like the subject. Do not add $25,000 because garages are valuable: the comparable already includes that value.
Now suppose another comparable has one fewer bathroom than the subject. If the supported difference is $18,000, add $18,000 to that sale price. Both adjustments move the sale toward the subject's characteristics. Writing "comparable is better" or "comparable is worse" before doing arithmetic helps prevent sign errors.
The dollar adjustment should reflect contributory value, not necessarily construction cost. A garage costing $40,000 to build may produce a smaller or larger market difference. Arbitrary per-square-foot rules are not a substitute for market evidence. Size, condition, and layout can interact, so the same adjustment need not apply to every neighborhood and price range.
Combine adjustments without reversing the reference point
A comparable sold for $620,000. It has a superior view contributing $35,000 more than the subject's view, but its condition is inferior by a supported $18,000. The adjusted indication is $620,000 - $35,000 + $18,000 = $603,000. Both adjustments modify the comparable toward the subject.
The result of $637,000 would reverse both signs. The result of $567,000 would subtract both amounts even though one difference favors the subject. Before calculating, state the relationship for each item: the comparable's view is better, so subtract; the comparable's condition is worse, so add. A feature's desirability does not determine the sign independently of which property has it.
If the prompt says to apply a percentage market-condition adjustment before dollar property adjustments, follow that sequence. For a $500,000 comparable with a 5% upward time adjustment and then a $20,000 superior-feature deduction, the result is $500,000 x 1.05 - $20,000 = $505,000. Applying 5% to an already-reduced amount would answer a different calculation. Actual sequencing should follow the supported analytical method, not an unstated assumption.
- Comparable's verified sale price
- $640,000
- First: supported 5% increase on $640,000
- $32,000
- Then: superior view relative to subject
- -$24,000
- Then: inferior condition relative to subject
- $9,000
$640,000 x 1.05 - $24,000 + $9,000 = $657,000. The exercise explicitly specifies this sequence and supports each amount.
- Comparable sale price
- $600,000
- Comparable has an extra bath: subtract supported contribution
- -$15,000
- Comparable lacks subject's garage: add supported contribution
- $25,000
What this comparable suggests after these two differences.
Common adjustment categories
Consider property rights, financing, transaction conditions, timing, location, and physical characteristics without assuming every difference requires the same adjustment.
Property rights conveyed, financing terms, sale conditions, market conditions, location, physical features, and use restrictions can all affect comparison. An easement limiting a buildable area may require more analysis than a difference in landscaping. A renovated interior may not cure a poor floor plan.
Financing concessions require evaluating their effect on price. A seller's $10,000 payment toward buyer costs does not universally require a $10,000 price deduction. The relevant question is how the concession affected the negotiated price in that market. For simplified exam arithmetic, follow a stated supported adjustment rather than inventing one.
Time adjustments translate a transaction from its market context to the effective valuation date. An upward adjustment can be appropriate when relevant values rose between the comparable's contract date and the effective date. A general annual trend does not prove the same change occurred during every shorter interval. Use the period and rate actually given.
Location adjustments should reflect measurable market influences such as access, traffic, view, or proximity to desired uses. Avoid unsupported labels and protected-class assumptions. An appraisal should analyze the real property and market evidence objectively.
Finished lots are not an undeveloped tract. If a purchaser would divide a large tract into smaller parcels, the retail lot prices need allowances for subdivision costs, street and alley area, selling expenses, normal profit, and interest during marketing. BOE Rule 4(d).
| Simplified tract analysis | Amount |
|---|---|
| Eight saleable lots at $150,000 each, after allowing for street area | $1,200,000 |
| Subdivision costs | -$280,000 |
| Selling expenses | -$60,000 |
| Normal profit allowance | -$180,000 |
| Interest during the stated marketing period | -$40,000 |
| Indicated amount available for the undeveloped tract | $640,000 |
These are fictional, supported inputs for the exercise, with no other adjustments. Street area has already reduced the saleable lot count; do not deduct it again. The $1.2 million retail total is not what the purchaser can pay for the raw tract.
Concession analysis: fictional comparable
Assume an appraisal governed by the cited Fannie Mae guidance. The listed amounts are stipulated market findings, not presumed adjustment rules.
- Reported transactionSale price $680,000; seller paid $12,000 of buyer costs.
Report and verify the known concession. The cost alone does not measure its price effect.
- Supported market effectAnalysis attributes $7,000 of the price to the concession.
The adjustment addresses this observed market influence rather than automatically subtracting $12,000.
- Adjusted for this item$680,000 - $7,000 = $673,000.
Other supported differences must still be addressed separately.
- Changed evidenceIf supported price impact is the full $12,000, the deduction would be $12,000.
A dollar-for-dollar adjustment can be appropriate when supported; it is not required solely because the seller spent that amount.
The measured effect on the comparable's negotiated price determines the concession adjustment in this framework.
Deriving and evaluating adjustments
Derive adjustments from market evidence and avoid overlapping allowances; total price per square foot is not automatically a marginal size adjustment.
Paired sales analysis compares transactions sufficiently alike to isolate the contribution of a feature. If two otherwise closely comparable homes sold at nearly the same time, one with a documented extra feature, the price difference can provide evidence. In real markets, additional differences and limited data make corroboration necessary.
A net adjustment is the signed sum. A gross adjustment adds the absolute amounts. A comparable with a $40,000 upward adjustment and a $38,000 downward adjustment has a $2,000 net adjustment but a $78,000 gross adjustment. The small net number hides substantial differences.
Neither figure alone dictates whether a comparable is acceptable. Fannie Mae's current guidance does not set universal maximum net or gross adjustment percentages. Data quality, market relevance, and explanation matter. A salesperson exam should not be answered using an invented blanket percentage rule.
Watch for double-counted explanations
A sale may be lower because its kitchen is in poor condition. If the analyst makes one adjustment for the specific kitchen deficiency and another whole-property condition adjustment that already includes the kitchen, the same difference can be counted twice. Each adjustment should have an identifiable basis and a relationship to the others.
Conversely, a low gross adjustment total does not prove a sale is strong. A comparable with an unrecognized legal-use difference can appear to need few changes while actually being misleading. An adjusted price is only as useful as the evidence and assumptions behind it. Precise arithmetic cannot make an unsuitable comparison reliable.
Consider two sales whose reported prices include different amounts of furniture. The property being valued is the real estate interest. The analyst must address the nonrealty component before treating the prices as directly equivalent. If the buyer paid an extra $15,000 specifically for separately valued equipment, simply copying the entire reported consideration into a real-estate comparison would attribute that equipment value to the land and building.
A comparable is inferior to the subject in condition. Should a kitchen adjustment be added to the whole-property condition adjustment?
- Kitchen already included
- The supported $30,000 condition allowance expressly includes the $20,000 kitchen deficiency.Use $30,000 for that defined difference, not $50,000.
- Separate supported differences
- The $30,000 allowance expressly excludes the kitchen; independent analysis supports an additional $20,000 kitchen difference.Both may apply if the evidence and absence of overlap are established.
- Scope of evidence unknown
- The worksheet has two labels but does not explain what either includes.Resolve the scope before adding; two rows are not proof of two distinct contributions.
- Net adjustment: $2,000
- Add signed adjustments: +$40,000 - $38,000.
- Shows the final direction and change to the sale price.
- Gross adjustment: $78,000
- Add absolute amounts: $40,000 + $38,000.
- Shows how much total adjustment the comparison required.
- Sale A: garage plus superior condition
- $625,000
- Subtract Sale B: no garage, inferior condition
- -$590,000
- Remove independently supported condition contribution
- -$20,000
$625,000 - $590,000 - $20,000 = $15,000. Assume timing, rights, location, size, and all remaining relevant attributes are equivalent.
Worked example: three comparable indications
Track each adjustment's sign and net effect, while separately reviewing gross adjustment magnitude as evidence of comparability and uncertainty.
Assume the adjustment amounts below are already supported by market analysis. Positive figures mean the comparable is inferior to the subject in that category.
| Comparable | Sale price | Condition | Garage | Adjusted indication |
|---|---|---|---|---|
| A | $590,000 | +$20,000 | $0 | $610,000 |
| B | $630,000 | $0 | -$25,000 | $605,000 |
| C | $600,000 | +$15,000 | -$10,000 | $605,000 |
The indications cluster between $605,000 and $610,000. The appraiser now considers which sales best match the subject, which adjustments are most reliable, and whether any unresolved differences remain. If B is the best verified and closest competitive alternative, a conclusion near $605,000 may be reasonable. The final opinion is not required to equal the arithmetic average of all three.
For C, the net adjustment is +$5,000 and the gross adjustment is $25,000. Confusing those totals would understate how much modification the comparison required. If another sale needs unsupported changes for location, condition, and legal use, including it merely to increase the sample count may reduce clarity.
Reconcile, then communicate limitations
Reconcile the adjusted indications by their relevance and reliability; explain disagreement instead of mechanically averaging incompatible or weak data.
Reconciliation weighs evidence. It occurs within the sales approach and across applicable approaches. A cost indication of $640,000 does not require averaging it equally with a well-supported $605,000 sales indication. The difference may reflect difficulty measuring depreciation or a mismatch between cost and buyer demand.
A useful value opinion identifies important assumptions and limits. Missing permit information, uncertain square footage, or an unresolved access issue may materially affect the conclusion. These are reasons to investigate or qualify the analysis, not permission to choose the price a client prefers.
Use ranges to reveal questions worth resolving
Assume four adjusted indications are $580,000, $585,000, $590,000, and $670,000. The distant fourth result calls for investigation. It could reflect a superior sale needing an omitted adjustment, a data error, a different right conveyed, or real evidence that the initial comparisons missed. The analyst should examine the cause before deciding whether to retain, modify, or give less weight to that transaction.
An arithmetic average would be $606,250, but the ability to calculate it does not establish that it is the strongest conclusion. Reconciliation asks what the most reliable evidence supports. If the fourth sale turns out to include a separate valuable parcel, its uncorrected result does not deserve equal weight merely because it appears in the same spreadsheet.
The final explanation should make the reasoning understandable: which sales compete with the subject, which adjustments matter most, what uncertainties remain, and why the selected range or conclusion follows. A broker using the analysis for pricing should distinguish a supported estimate from a promised sale price. Market exposure and negotiation still determine the actual transaction, and a client's desired result does not change the evidence.
Reconciliation review: fictional four-sale file
Three otherwise adjusted indications are $610,000, $620,000, and $615,000. A fourth initially indicates $695,000.
- Initial average$635,000 from the four uncorrected indications.
The computation is correct, but the fourth result may not represent the same property unit.
- Verified differenceThe fourth transaction includes a separate adjoining parcel.
Its contribution has not yet been removed from the comparable worksheet.
- Supported componentIndependent evidence supports $80,000 for the additional parcel.
On the stipulated facts, $695,000 - $80,000 = $615,000 for the comparison being analyzed.
- Revised evidenceIndications now range from $610,000 to $620,000.
Reconcile reliability and relevance within that evidence; agreement does not make an automatic average mandatory.
The outlier identified a missing property-unit adjustment. Do not invent a deduction merely to force agreement, and do not retain the uncorrected price just because it is a verified sale.
Exam review
Adjust the comparable rather than the subject, identify the relevant period and interest, and use market evidence instead of unsupported cost assumptions.
Adjust the comparable, not the subject: subtract for a superior comparable feature and add for an inferior one. Use market contribution rather than automatically using cost. Closed sales, listings, and concessions supply different kinds of evidence. Finally, reconcile based on relevance and reliability; a mechanical average cannot repair weak comparisons.
Separate a concession's cost from its price effect
In a Fannie Mae appraisal exercise, a comparable sold for $650,000 with seller-paid concessions costing $18,000. Supported market analysis attributes only $10,000 of the sale price to those concessions. Apply that adjustment first. The exercise then specifies a 2% market increase on the resulting amount. The comparable's superior garage contributes $15,000 more than the subject's; all other differences are already accounted for.
- Comparable sale
- $650,000
- Concession cost / supported price effect
- $18,000 / $10,000
- Stated time adjustment
- +2% after concession adjustment
- Superior garage contribution
- $15,000
Remove the supported price effect
650000 - 10000The negative adjustment follows the supported $10,000 influence on price. It is not automatically the seller's $18,000 expenditure merely because that larger amount appears on the settlement statement.
Apply the specified timing adjustment
640000 * 1.02The exercise explicitly supplies the sequence and percentage base. The 2% increase equals $12,800. Do not silently substitute a percentage of the unadjusted contract price.
Remove garage superiority
652800 - 15000The comparable offers a more valuable garage than the subject, so its price must move downward. Adding the garage contribution would make the superior comparable even less comparable to the subject.
TakeawayThe resulting $637,800 is one adjusted indication, not a complete appraisal by itself. Other verified comparables and the reliability of these assumptions still determine its weight. The concession treatment here follows the identified lending guidance, not a universal dollar-for-dollar rule.
Chapter sourcesExam pitfalls
Seller expenditure equals the required concession adjustment.
A transaction cost and its market effect can differ.
A superior comparable needs a positive adjustment.
Removing superiority requires reducing the comparable indication.
Net adjustments near zero prove a close match.
Large opposite adjustments can cancel mathematically without making the evidence strong.