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3541 Chain Bridge Road

Pre-Application

Private Development · 3541 Chain Bridge Road, Fairfax, VA 22030 · topic history · city record ↗

37 units · 2,730 sq ft retail · 4 stories · 2.0881 acres

Screening estimates. These figures rank likely magnitudes with stated assumptions and ranges — they are decision-support context, not predictions. Every number traces to a source or a named assumption in the appendices below. Formulas, citations, and limitations: methodology report (PDF).

In plain terms: the project would add roughly 71.8 residents and about $196k a year in new property tax, but serving those residents costs money too. Depending on how you count the cost of city services for new residents, that nets out anywhere between a net cost of about $200k a year and a net gain of about $45k a year. The strict accounting (every resident carries a full share of today's citywide costs) gives the costlier figure; counting only costs that actually grow with new residents gives the friendlier one. The likely answer sits in between.

Where the effects land

Loading map…

The economic map shows total captured spending by business location and named reporting clusters. The walk map uses a tighter extent around walk-arriving capture and the street segments assigned new resident walk trips; the bike map (when present) shows bike-arriving capture across the city — bikes reach farther, so it spreads wider and thinner. Dollar heatmaps are clipped to CR (Commercial Retail) zoning, and each map is scaled to its own data, so colors are not comparable across maps.

Summary

The proposal at 3541 Chain Bridge Road would redevelop a 2.0881-acre site in the City of Fairfax, replacing approximately 16,616 square feet of 1970s office space with 37 for-sale residential units (29 townhouses and 8 two-over-two units) and 2,730 square feet of ground-floor retail. Under the marginal cost framing, this analysis estimates a net annual fiscal impact ranging from approximately −$210,805 to +$233,086; under the naive per-capita framing, the range is approximately −$418,650 to +$16,144. The real estate tax increment alone is estimated at $136,170–$230,121 per year above the current site tax. The three assumptions to which these results are most sensitive are: (1) the assumed number of persons per occupied unit (average household size, ranging 1.6–2.4), which drives both service-cost and resident-count estimates; (2) the assumed assessed value per residential unit ($443,000–$665,000), which is the primary revenue driver; and (3) the assumed student generation rate per unit (0.05–0.16 students per unit), which drives the school-cost component that appears in both cost framings.


View metric methods and calculations →

Adjust the assumptions

Every estimate above rests on named assumptions with published ranges. If you have better local knowledge, move the sliders — adjusted values use the exact formulas of the pipeline, bounded by each assumption's sensitivity range. Travel and destination-choice parameters are excluded (they require a full model re-run). Nothing is saved or submitted.

Assumptions

Occupancy rate
0.97
0.93published: 0.970.99

share of proposed units occupied at stabilization

Household size (multifamily)
2
1.6published: 22.4

persons per occupied new for-sale condominium unit

New-construction income premium
1.35
1.15published: 1.351.6

for-sale condominium buyers anchor to purchase price rather than rent, drawing incomes further above the area median than new rental does

Spending-survey scaling
1
0.85published: 11.15

CES line items are national averages; ±15% covers regional and vintage drift

Walk trips per resident per day
1
0.5published: 12

scales new residents into all-purpose daily walk trips for the foot-traffic flow allocation

Sq ft per office job
350
250published: 350500

existing commercial sqft -> displaced jobs; a higher value yields fewer displaced jobs per sqft

Sq ft per retail job
500
400published: 500700

proposed retail sqft -> on-site jobs

Assessed value per dwelling unit ($)
587,750
443,000published: 587,750665,000

median assessed value per unit across 100 condominium-class comps, 25th-75th percentile bounds

Retail value per sq ft ($)
275
200published: 275400

assessed $/sqft applied to proposed retail space; refine with commercial comps in a follow-up

Office value per sq ft ($)
300
200published: 300450

assessed $/sqft applied to proposed non-retail commercial space (office, medical, bank). Previously omitted, which valued every proposed office at zero

Business equipment value per sq ft ($)
8
4published: 815

rough-estimate input: the business tangible personal property base across proposed retail and office space

Share of on-site sales that is new to the city
0.3
0.15published: 0.30.5

share of the project's own on-site receipts that is NEW to the city (new resident and visitor demand, plus sales recaptured from outside) rather than displaced from existing city businesses; displaced sales move the tax base, they do not add to it

Restaurant share of ground-floor space
0.5
0.3published: 0.50.7

share of the project's ground-floor space occupied by restaurants (the meals-tax base) rather than shop retail

Students per unit
0.1
0.05published: 0.10.16

drives the school-cost component when the education transfer and enrollment are pinned (school-split cost model); otherwise informs the school note only

Marginal cost factor
0.35
0.25published: 0.350.55

share of the NON-school per-capita cost that scales at the margin (school costs follow the student estimate directly under the school-split model)

Vehicles per household
1.4
1published: 1.41.8

rough-estimate input: converts new households to taxable vehicles for the personal property levy

Assessed value per vehicle ($)
14,000
9,000published: 14,00020,000

rough-estimate input: average taxable value per vehicle; no project-specific fleet data exists

Retail sales per sq ft ($/yr)
400
250published: 400600

rough-estimate input: annual gross receipts per sqft for the BPOL base; the low bound absorbs vacancy and lease-up

Requires a full model re-run

These parameters sit inside the travel/destination-choice model, so their effect on the results is not a simple rescaling — they cannot be adjusted live.

Walk-time decay (β)0.1 (0.050.15)
Walk share — neighborhood trips0.6 (0.40.8)
Walk share — comparison goods0.1 (00.3)
Walk share — grocery/entertainment0.3 (0.10.5)
Bike-time decay (β)0.1 (0.050.15)
Bike share — neighborhood trips0.02 (0.0050.05)
Bike share — comparison goods0.005 (00.02)
Bike share — grocery/entertainment0.01 (00.03)
Own-retail sq ft per equivalent business2,000 (1,5003,000)
Office gross receipts per sq ft ($/yr)500 (300800)

Recomputed estimates

Economic

MetricPublishedAdjustedΔ
New households35.935.9
New residentsheadline71.871.8
Aggregate household income$9.45M$9.45M
New annual spending: grocery$314k$314k
New annual spending: restaurant_bar$317k$317k
New annual spending: retail_comparison$412k$412k
New annual spending: retail_convenience$60k$60k
New annual spending: personal_services$93k$93k
New annual spending: entertainment$354k$354k
Annual capture: Fairchester Drive & Hill Street$460k$460k
Annual capture: Chain Bridge Road & North Street$215k$215k
Annual capture: Fair Lakes Parkway & Fair Oaks Mall$147k$147k
Annual capture: Blenheim Boulevard & Fairfax Boulevard$88k$88k
Annual capture: Mathy Drive & Pickett Road$71k$71k
Annual capture: project's own ground-floor retailheadline$1,822$1,822
On-site jobs removed (existing space)47.547.5
On-site retail jobs added5.55.5
Net on-site job change−42−42
New annual spending arriving on footheadline$102k$102k
New annual spending arriving by bike$16k$16k
Spending arriving on foot at project's own retail$904$904
Implied spending per resident walk trip$4$4
New resident walk trips per day71.871.8

Fiscal

MetricPublishedAdjustedΔ
Projected assessed value$22.50M$22.50M
Projected real estate tax$241k$241k
Real estate tax increaseheadline$196k$196k
Personal property tax on resident vehicles (rough estimate)$29k$29k
BPOL business license tax on project retail (rough estimate)$654$654
Business tangible property tax (rough estimate)$902$902
Meals tax on captured in-city dining$9,144$9,144
Meals tax on the project's own restaurants (net-new, rough estimate)$7,359$7,359
Local sales tax share on captured in-city retail$4,662$4,662
Local sales tax on the project's own retail (net-new, rough estimate)$3,271$3,271
Annual school cost within the service-cost estimates$74k$74k
Annual service cost — naive per-capita method$451k$451k
Annual service cost — marginal framing$206k$206k
Estimated K-12 students3.73.7
Net annual fiscal impact — naive per-capita methodheadline−$200k−$200k
Net annual fiscal impact — marginal framingheadline$45k$45k
Net annual fiscal impact (range across both cost methods)−$78k−$78k

Adjusted values are exact recomputations of the model's central estimates for the assumptions above — the same arithmetic the pipeline runs, evaluated in your browser. Published ranges, maps, and the narrative report are not recomputed here.

Full analysis

Project description

The subject site is parcel 57 2 02 002, located at 3541 Chain Bridge Road, containing approximately 16,616 square feet of office space in buildings constructed in the early 1970s, two courtyards, and 124 surface parking spaces. Project documents describe the existing development variously as two office buildings (project narrative) and four two-story buildings (city project directory); this analysis notes the discrepancy without resolving it.

The proposal, submitted May 11, 2026, would redevelop the 2.0881-acre site (90,959 square feet) with 37 residential dwelling units consisting of 29 townhouses and 8 two-over-two units, 2,730 square feet of retail uses on the eastern edge of the property, a building height of 4 stories / 60 feet (the zoning maximum allows 5 stories; the provided height is consistently stated as 4 stories across project documents), and 88 total parking spaces. The proposed tenure is for-sale homeownership. No affordable unit count is confirmed in the project documents; that field is extracted with low confidence. Project status is listed as unknown in the city's development directory as of July 18, 2026.


Economic effects

New demand. At the assumed occupancy rate (0.93–0.99), the 37 proposed units are estimated to yield 34.4–36.6 occupied households, computed as proposed units multiplied by the occupancy rate. Applying Rutgers CUPR bedroom-mix multipliers for multifamily units, those households translate to approximately 55–88 new residents (central estimate 71.78), computed as households multiplied by persons per multifamily unit.

Spending by category. New resident spending is estimated using each household's income — derived from the site tract mean income of $195,124 (ACS 5-year 2024, tract 51600300200) scaled by a new-construction income premium (range 1.15–1.60, central 1.35) — and BLS Consumer Expenditure Survey 2023 category benchmarks adjusted by Engel-curve elasticities. The largest spending categories are estimated at: comparison retail (apparel, furnishings) $288,098–$567,835/yr; entertainment $243,786–$496,631/yr; and restaurants and bars $225,206–$429,458/yr. Grocery spending is estimated at $238,048–$397,773/yr; personal services at $65,526–$127,035/yr; and convenience retail at $44,645–$78,389/yr.

Where spending is captured — screening estimates. The Huff model — computed per individual retail point of interest using a joint destination-and-mode-choice formulation — estimates how new residents' spending is distributed across commercial areas. These are screening estimates, not predictions; they rank likely destination clusters with sensitivity bounds. The top clusters by estimated annual capture are:

  • Fairchester Drive & Hill Street: $318,773–$653,661/yr, led by grocery, restaurants and bars, and comparison retail
  • Chain Bridge Road & North Street: $148,154–$325,514/yr, led by entertainment, restaurants and bars, and comparison retail
  • Fair Lakes Parkway & Fair Oaks Mall: $105,374–$179,711/yr, led by comparison retail and entertainment
  • Blenheim Boulevard & Fairfax Boulevard: $64,646–$123,303/yr
  • Mathy Drive & Pickett Road: $52,699–$84,956/yr

Across all retail categories, the Huff model estimates that approximately 56.7%–64.3% of new resident retail spending (central 59.3%) lands at destinations inside the city boundary. For food-away-from-home specifically, the estimated in-city share is 60.6%–71.1% (central 64.2%). These are also screening estimates.

Project's own ground-floor retail. The 2,730 square feet of proposed ground-floor retail competes as a destination in the Huff model. The model estimates that the project's own retail would capture approximately $1,009–$2,591/yr of the new residents' own spending (central $1,822), broken across restaurants and bars, comparison retail, convenience retail, and personal services. This is a screening estimate.

Foot-traffic index change. The model allocates new residents' walk trips to the 10 nearest commercial street segments using exact shortest-path flows and compares them to a sampled baseline betweenness index of today's population. The resulting foot-traffic index change is estimated at 0.0% relative to that baseline. The baseline is a sampled index, not calibrated pedestrian counts. The walk-in spending figures carry a wide range ($15,853–$625,829/yr, central $102,235/yr) driven primarily by the assumed walk mode share and walk-time decay parameter. The foot-traffic index figure and the walk-arriving spending figures are screening estimates.

Jobs ledger. Existing office space of 16,616 square feet implies approximately 33–66 jobs displaced (central 47.5), computed as existing commercial square footage divided by an assumed square footage per office job (range 250–500, central 350). The proposed 2,730 square feet of retail implies approximately 3.9–6.8 on-site retail jobs added (central 5.5), computed as proposed retail square footage divided by an assumed square footage per retail job (range 400–700, central 500). No new office square footage is proposed, so office jobs added is zero. The net on-site job change is estimated at −63 to −26 jobs (central −42), reflecting the replacement of office employment with a much smaller retail component.


Fiscal effects

Current tax. The current real estate tax on the site (parcel 57 2 02 002) is $45,479/yr, computed as the current assessed value multiplied by the City's real estate tax rate.

Projected real estate tax. After redevelopment, projected assessed value is estimated at $16,937,000–$25,697,000 (central $22,497,500), computed as 37 units multiplied by an assessed value per unit ($443,000–$665,000, central $587,750, drawn from 100 condominium-class comparables in the City's assessment database built since 2011) plus 2,730 retail square feet multiplied by an assumed commercial value per square foot ($200–$400, central $275). No office square footage is proposed, so that component is zero. Projected real estate tax is estimated at $181,649–$275,600/yr (central $241,286/yr). The resulting real estate tax increment above the current site tax is estimated at $136,170–$230,121/yr (central $195,806/yr). The current site value per acre is $2,030,794/acre; the projected value per acre is estimated at $8,111,202–$12,306,403/acre (central $10,774,149/acre).

Other recurring revenue lines. Additional recurring revenues estimated here include:

  • Personal property tax on resident vehicles (rough estimate): $12,790–$54,461/yr (central $29,052), computed as new households multiplied by assumed vehicles per household (1.0–1.8) multiplied by assumed average vehicle assessed value ($9,000–$20,000) multiplied by the City's personal property tax rate. This is a rough, order-of-magnitude estimate; no project-specific vehicle data exists.
  • BPOL business license tax on project retail (rough estimate): $204–$1,636/yr (central $654), computed as proposed retail square footage multiplied by an assumed gross sales per square foot ($250–$600) multiplied by the BPOL retail rate, multiplied by the assumed net-new share (0.15–0.50). This is a rough estimate; tenant receipts are assumed, not observed.
  • Business tangible property tax (rough estimate): $451–$1,691/yr (central $902), computed as proposed commercial square footage multiplied by assumed equipment value per square foot ($4–$15) multiplied by the City's personal property tax rate. This is a rough estimate.
  • Meals tax on captured in-city dining: $6,139–$13,748/yr (central $9,144), computed by applying the City meals tax rate to the Huff-model estimate of new-resident restaurant spending landing at in-city destinations.
  • Meals tax on the project's own restaurants (net-new, rough estimate): $1,378–$25,770/yr (central $7,359), computed as ground-floor square footage multiplied by assumed sales per square foot multiplied by the assumed restaurant share of retail (0.30–0.70) multiplied by the meals tax rate multiplied by the net-new share. This is a rough estimate.
  • Local sales tax share on captured in-city retail: $3,239–$6,718/yr (central $4,662), computed by applying the local-option sales tax share to the Huff-model estimate of in-city captured retail spending.
  • Local sales tax on the project's own retail (net-new, rough estimate): $1,021–$8,181/yr (central $3,271), computed as ground-floor square footage multiplied by assumed gross sales per square foot multiplied by the local sales tax share multiplied by the net-new share. This is a rough estimate.

Service cost — two methods. Two cost framings are presented, and both are included in the reported range precisely because neither is unambiguously correct for an infill project of this scale.

The naive per-capita method estimates annual service cost at $326,183–$580,042/yr (central $450,975). It is computed as new residents multiplied by the non-school General Fund cost per capita ($5,254, derived from FY2027 adopted budget figures: ($207,912,496 − $76,429,791) ÷ 25,026 residents) plus estimated students multiplied by the net local cost per pupil ($19,961, derived as ($76,429,791 tuition − $14,492,271 state education revenue) ÷ 3,103 students). This method allocates fixed citywide costs to new residents, which tends to overstate costs for infill development where fixed services are not expanded.

The marginal framing estimates annual service cost at $109,241–$372,198/yr (central $205,846). It is computed as the non-school per-capita cost multiplied by a marginal cost factor (0.25–0.55, central 0.35) — representing only the share of non-school services that scales at the margin — plus the same student cost component ($73,854/yr, range $36,927–$118,166). This method excludes fixed costs that would not increase with an incremental population addition, and may understate costs if the project triggers service capacity expansions.

In both framings, the school cost component is identical in structure: estimated K-12 students (1.85–5.92, central 3.7, computed as 37 units multiplied by the assumed student generation rate of 0.05–0.16 per unit) multiplied by the $19,961 net local cost per pupil.

Net fiscal impact. Combining revenue and costs across both framings, the net annual fiscal impact spans −$418,650 to +$233,086 (with a midpoint of approximately −$77,561). Under the naive per-capita method alone, the range is −$418,650 to +$16,144 (central −$200,125). Under the marginal framing alone, the range is −$210,805 to +$233,086 (central +$45,004). The two cost methods produce ranges that overlap: the high end of the naive per-capita range (+$16,144) and the low end of the marginal range (−$210,805) both fall within the combined span. The primary reason the methods diverge is that the naive per-capita approach allocates the full citywide per-resident fixed-cost base to new residents, while the marginal approach applies only the fraction of non-school services estimated to scale with incremental population. Readers should note that the revenue side includes the rough-estimate personal property tax and BPOL lines; omitting them would lower all revenue figures and shift the net range further negative, while their wide assumption-driven bounds contribute to the overall range spread.

No external fiscal estimates with published figures were available for comparison. Three external documents were identified in the record — the July 28, 2026 staff reports for agenda items 11b, 8a, and 6c — but all were dropped during extraction because they contained no quantitative fiscal figures applicable to this project.


Not evaluated in this version

The following analyses are deferred and were not computed in this version of the report: bike-lane corridor effects, trail connectivity impacts, broader multimodal connectivity analysis, environmental impacts (stormwater, tree canopy, heat island), and any comparable-places or case-study analysis of similar mixed-use infill projects in comparable jurisdictions. These items would require additional data collection and modeling beyond the scope of the current screening-level assessment.

Method notes & caveats

  • Huff capture is a screening estimate computed per business location (every retail POI is an individual destination) and aggregated to named areas for reporting; it ranks where new spending is likely to land, with sensitivity bounds — it is not a prediction.
  • The project's own retail is included as a competing destination; its capture estimates how much of the residents' spending the ground floor itself can hold on to.
  • Displaced use: Two office buildings constructed in the early 1970s, with 16,616 sq ft of office space, two courtyards, and 124 surface parking spaces. Any spending that originated on-site today is assumed negligible relative to the new residential demand.
  • Bike-arriving capture models cycling as a third mode alongside walking and driving: the bike preference is taken from the drive remainder (walk shares are unchanged), and bikes reach ~3-4x the walking distance per minute of travel time.
  • Foot-traffic flows are exact allocations of the new residents' modeled walk trips; the % comparison uses a sampled index of today's walkers, not calibrated pedestrian counts.
  • Walk-in capture per business is the walk-arriving share of the NEW residents' spending under a joint destination-and-mode choice: walking competes with driving per destination, so businesses beyond practical walking range receive effectively none of it and the rest of the spending arrives by car. It is not total pedestrian commerce. Comparing a business's walk-in capture to its total capture shows how much of its projected gain depends on being within walking distance of the project.
  • Personal property tax is a rough estimate: the city rate is pinned, but vehicles per household and average vehicle value are assumptions, not observed data. Pinning per-household budget actuals would replace this estimate.
  • On-site commercial tax lines exclude $1,822/yr of new-resident spending at the project's own ground floor, which is already counted in full in the resident-capture lines.
  • BPOL revenue is a rough estimate: the city rate schedule is pinned, but tenant gross receipts are assumed from a sales-per-sqft range.
  • School costs use the split model: 4 students (2-6) x $19,961 net local cost per pupil ≈ $73,854/yr in both cost framings — a development generating fewer students carries proportionally lower costs instead of the school-heavy citywide average.
  • The net fiscal range spans both cost framings on purpose: the naive per-capita method overstates costs for infill (it allocates fixed citywide costs to new residents); the marginal framing understates them if service capacity expansions are triggered.
  • The revenue side includes the rough-estimate personal property and BPOL lines: leaving them at zero would understate revenue for taxes the city does levy, but both carry wide assumption-driven bounds.

Data sources

Computed Aug 22, 2026 · narrative by claude-sonnet-4-6 over deterministic model output (v3)