VERUS·AI RESEARCH Tract-level housing forecasts

Verus-AI Research

The Woodlands Real Estate (Houston, 2026)

Where The Woodlands ranks within Houston: 23 Census tracts scored tract by tract, median Verus-AI score 47, with comparable neighborhoods.

Pop-weighted median value $463,800
Median Verus-AI score 47/100
Scored tracts 23
Mean 5-Yr forecast +22.4%

Where the model sees value

The Woodlands is a master-planned suburb-city within the Houston metro, comprising 23 census tracts and a total population of 121,614. The population-weighted median home value across the community stands at $463,800, a figure that anchors the analysis and provides a baseline against which individual tract valuations can be measured. The community's scale and demographic weight make it one of the more analytically tractable suburban formations in the Houston area, with enough tract-level variation to support meaningful differentiation rather than a single aggregate judgment.

The Verus-AI mean score for The Woodlands is 46.0, with a median of 47.0 on a 100-point scale. That range is a direct signal that The Woodlands is not a monolithic market; tract selection matters considerably.

The premium reputation that The Woodlands commands in Houston-area perception is not uniformly reflected in the Verus-AI scoring. The grade distribution skews heavily toward the lower half of the scale, with seven of the 23 tracts receiving an F grade, five receiving D grades, and three receiving D- grades. This divergence between brand perception and model-derived fundamentals is the central analytical tension the data presents, and it warrants careful attention from any investor or analyst approaching this market on the basis of community-level reputation alone.

Verus-AI score distribution across The Woodlands's scored tracts
Verus-AI score distribution across The Woodlands's scored tracts012452748.570Verus-AI score (0-100)
Verus-AI score distribution across The Woodlands's scored tracts: across the 23 scored The Woodlands tracts.

The Woodlands tracts ranked by Verus-AI score

The Woodlands tracts ranked by Verus-AI score
Rank Tract Verus-AI Score Grade 5-Yr Forecast Current Value Gross Rent Yield
1 48201555305 70 B- +37.0% $726,600 3.2%
2 48339691100 66 C+ +28.1% $364,700 8.8%
3 48339690609 61 C +31.1% $449,400 9.0%
4 48339691000 58 C- +27.1% $651,100 5.1%
5 48339691302 57 C- +29.5% $259,500 5.9%
6 48339690607 53 D+ +37.0% $508,400 4.2%
7 48339691802 53 D+ +26.6% $309,600 6.2%
8 48339690800 50 D+ +26.2% $497,600 3.8%
9 48339691201 49 D +22.3% $574,500 6.9%
10 48339690608 48 D +29.2% $436,800 3.4%
11 48339691601 48 D +22.7% $411,200 4.2%
12 48339690900 47 D +26.2% $600,000 4.8%
13 48339691301 46 D +26.4% $436,700 6.6%
14 48339690701 44 D- +24.2% $406,300 4.4%
15 48339691500 42 D- +19.1% $321,000 5.6%
16 48339691202 41 D- +17.8% $533,319 3.1%
17 48201555304 39 F +17.9% $463,800 4.3%
18 48339690610 39 F +31.1% $449,577 3.9%
19 48339691401 34 F +6.8% $210,900 11.6%
20 48339690605 31 F +8.8% $665,400 3.5%
21 48339691700 28 F +4.6% $873,500 3.1%
22 48201555301 27 F +10.1% $379,500 5.2%
23 48339690603 27 F +5.2% $622,500 4.6%
Statistically comparable neighborhoods
Neighborhood Metro Similarity Verus-AI Score Current Value
Brushy Creek Austin 98.9% 71 $763,800
Lakeway Austin 98.7% 67 $977,386
Beach Park Tampa 97.9% 68 $827,500
Cedar Park Austin 97.9% 73 $699,400
The Woodlands summary
Metric Value
Scored tracts 23
Population (scored + unscored) 121,614
Population-weighted median value $463,800
Mean Verus-AI score 46.0 / 100
Median Verus-AI score 47.0 / 100
Forecast spread (p10 to p90) +7.2% to +31.1%
Designated Opportunity-Zone tracts 0 of 23
Most common FEMA climate rating Relatively Moderate

What is driving the spread

The ranked table below presents the full ordering of all 23 tracts. Among the 23 tracts shown in the ranked table, the score range runs from a minimum of 27 to a maximum of 70. That compressed upper tail, where the leading tract reaches only 70 among the 23 tracts shown in the ranked table, indicates that no tract in The Woodlands currently achieves the upper tier of the Verus-AI scoring range, a point worth holding against the community's premium market reputation. The grade distribution reinforces this: one tract achieves a B- (tract 48201555305), one a C+, one a C, and two a C-, with the remaining 18 tracts distributed across D+, D, D-, and F grades.

The concentration of D and F grades is the most analytically significant feature of the distribution across the 23 tracts shown in the ranked table, and it runs counter to the premium perception that The Woodlands brand typically commands in Houston-area marketing. All five of the bottom-ranked tracts carry F grades, and among those five, three show negative year-over-year income trends: tract 48339690603 at -2.49%, tract 48201555301 at -4.61%, and tract 48339691700 at -21.57%. The sharpest income decline among the 23 tracts shown in the ranked table belongs to tract 48339691700 at -21.57%, a figure that may reflect survey sampling volatility in smaller tract populations as much as genuine structural income deterioration, but which the model treats as a material signal regardless of its origin.

The leading tract, 48201555305, scores 70 with a B- grade and a Moderate risk designation. Its current median home value is $726,600, and the Verus-AI forecast projects a 5-year appreciation of 37.01%, implying a forecast value of $995,505 by the terminal year. The forecast chart for this leading tract illustrates how the 80% confidence interval widens over the forecast horizon: the band width grows from $171,282 in the first forecast year to $496,728 at the terminal year. The 5-year CAGR for this tract is 6.5%, which compares favorably to the community median forecast but should be contextualized against the tract's already-elevated current value.

A notable anomaly in the data involves tract 48339690605, which carries an F grade and a score of 31, yet posts a current value of $665,400 and a median household income of $250,001, the highest income figure among the 23 tracts shown in the ranked table. Its 5-year forecast appreciation is only 8.75%, and its income year-over-year change is 0.0%. The model's low score for this tract despite high absolute income and home value levels suggests that the Verus-AI scoring framework is weighting momentum, trend direction, and relative appreciation potential rather than static wealth levels. Similarly, tract 48339691700 carries a score of 28, the third-lowest in the community, yet its current value is $873,500, the highest current value among the 23 tracts shown in the ranked table. Its 5-year forecast is only 4.61%, and it shows the sharpest income decline among all 23 scored The Woodlands tracts at -21.57%. These cases illustrate that high absolute home values do not insulate a tract from weak forward-looking scores.

The income picture across The Woodlands is broadly negative: among the 23 tracts shown in the ranked table, the majority show negative year-over-year income changes, with the steepest declines concentrated in the lower-scoring tracts. The top three tracts by score, 48201555305 at 3.31%, 48339691100 at 6.08%, and 48339690609 at 5.8%, are among the few showing positive income momentum, which is consistent with the model's scoring logic. Tract 48339691401, despite carrying an F grade, shows an income gain of 9.46%, the strongest positive income reading among the 23 tracts shown in the ranked table; however, its 5-year forecast of only 6.81% and its Elevated risk designation suggest the model does not interpret that income reading as sufficient to offset other structural weaknesses.

Risk designations across the full set of 23 tracts are predominantly Low or Moderate: 9 tracts carry a Low designation and 12 carry a Moderate designation, with only 2 carrying an Elevated designation (tracts 48339690610 and 48339691401). The absence of any Very High or Extreme risk designations is a relative positive for the community, though the prevalence of Moderate risk across 12 tracts, including the leading tract, means that the community does not present a uniformly low-risk profile.

Three of the four comparables are located in the Austin metro, Brushy Creek, Lakeway, and Cedar Park, while the fourth, Beach Park, is located in the Tampa metro. Similarity scores range from 97.9% to 98.9%, indicating a high degree of structural alignment across the variables the model uses to define comparability.

The scoring comparison between The Woodlands and its comparables is instructive. All four comparables carry Verus-AI scores between 67 and 73: Brushy Creek at 71, Lakeway at 67, Beach Park at 68, and Cedar Park at 73. The Woodlands' leading tract scores only 70 among the 23 tracts shown in the ranked table, and the community mean is 46.0. This gap is analytically significant: it suggests that communities with similar structural characteristics are, on average, scoring materially higher in the Verus-AI framework, which may reflect differences in income trend momentum, appreciation trajectory, or other model inputs rather than differences in community type or price tier.

Current values among the comparables also vary considerably. Cedar Park carries a current value of $699,400, Brushy Creek $763,800, Beach Park $827,500, and Lakeway $977,386. The Woodlands' population-weighted median value of $463,800 sits below all four comparables, which is somewhat counterintuitive given the community's premium positioning. However, the wide internal dispersion of values within The Woodlands, from $210,900 at the low end to $873,500 at the high end among the 23 tracts shown in the ranked table, means that the community-level median is pulled down by a substantial number of lower-value tracts. Investors seeking to identify The Woodlands tracts that most closely approximate the comparable set's profile should focus on the upper tier of the ranked table, where scores and values converge toward the comparable range.

All 23 of the scored The Woodlands tracts have received a climate rating in the Verus-AI overlay, providing complete coverage for the community. The modal climate rating is Relatively Moderate, which applies to 13 of the 23 tracts. Eight tracts carry a Relatively Low rating, one carries a Relatively High rating, and one carries a Very Low rating. The absence of any Very High or Extreme climate ratings is a relative positive for the community's climate risk profile, though the single Relatively High designation warrants attention from investors focused on long-duration hold periods.

No tracts within The Woodlands carry an Opportunity Zone designation, as the OZ-designated count is zero across all 23 tracts. This means that the tax incentive structures associated with Opportunity Zone investment are not available within the community's boundaries, and investors should not factor OZ-related benefits into return projections for any tract in The Woodlands. The absence of OZ designations is consistent with the community's above-median income and home value profile, as OZ designations are generally concentrated in lower-income census tracts.

The climate rating distribution, while predominantly moderate, does introduce a degree of differentiation that is not visible in the score or grade tables alone. The single tract carrying a Relatively High climate rating and the single tract carrying a Very Low rating represent the extremes of the community's climate exposure spectrum. Investors with specific climate risk tolerances should cross-reference the climate overlay against the ranked table to identify tracts where climate risk and investment score align or diverge in ways that are material to their underwriting assumptions.

Exhibit 1
Five-year forecast for the top-scoring tracts555305+37.0%691100+28.1%690609+31.1%691000+27.1%691302+29.5%690607+37.0%691802+26.6%690800+26.2%691201+22.3%690608+29.2%
Exhibit 2
Observed and forecast median value, leading tract 48201555305$193K$483K$774K$1.1M$1.4M201420242029ObservedForecast

The forward view

The Verus-AI scoring framework operates on a 100-point scale and draws on a history window spanning 2014 to 2024. Forecasts cover the 2025 to 2029 window, representing a 5-year horizon. All forecast confidence intervals are 80% intervals, meaning the model estimates an 80% probability that the realized outcome falls within the stated band. Readers should treat the terminal-year forecast values as central tendency estimates, not point predictions.

Several tracts in The Woodlands show large negative income swings; most notably, tract 48339691700 shows a change of -21.57%, which is the sharpest income decline among all 23 scored The Woodlands tracts. Figures of this magnitude may reflect survey sampling volatility in smaller tract populations as much as genuine structural income deterioration, and the model does not distinguish between these two sources. Analysts should treat extreme single-period income readings with appropriate skepticism and consider them alongside multi-year trend context where available.

The Verus-AI score is a composite of multiple model-derived inputs and is not a direct measure of any single variable such as appreciation, income, or liquidity. A high absolute home value or income level does not guarantee a high score; the model weights trend direction, momentum, and relative appreciation potential alongside static levels. This is why tracts such as 48339690605 and 48339691700, which carry high current values and, in the case of 48339690605, a high median household income of $250,001, nonetheless receive F grades. Conversely, a low current value does not preclude a higher score if the model detects favorable momentum signals.

Comparables are identified by structural similarity and are drawn from the scored universe; they are not hand-selected or editorially curated. Similarity percentages reflect model-derived alignment across the variables used in the comparables engine, and a high similarity score does not imply that the comparable neighborhood's future performance will mirror The Woodlands' future performance. Climate ratings are model-derived overlays and reflect backward-looking and modeled estimates; they do not constitute insurance, lending, or regulatory assessments. No forward projections extend beyond the 2029 terminal year present in the data.

Exhibit 3
Statistically comparable neighborhoods (similarity %)Brushy Creek+98.9%Lakeway+98.7%Beach Park+97.9%Cedar Park+97.9%
Exhibit 4
Five-year forecast dispersion across The Woodlands's scored tracts025810+4.6%+20.8%+37.0%Five-year forecast appreciation

Questions

What is the average Verus-AI score for The Woodlands?
The mean Verus-AI score across The Woodlands' 23 tracts is 46.0, with a median of 47.0 on a 100-point scale. The score distribution ranges from a minimum of 27 to a maximum of 70 among the 23 tracts shown in the ranked table, indicating meaningful dispersion within the community.
What is the 5-year home price forecast for The Woodlands?
The community-wide mean 5-year forecast appreciation is 22.39%, though individual tract forecasts range from 4.61% to 37.01% among the 23 tracts shown in the ranked table. The leading tract, 48201555305, carries a forecast of 37.01% and a projected terminal value of $995,505, while the lowest-forecast tract, 48339691700, projects only 4.61% appreciation to a terminal value of $913,787.
What is the median home value in The Woodlands?
The population-weighted median home value across The Woodlands is $463,800. Individual tract current values range from $210,900 to $873,500 among the 23 tracts shown in the ranked table, reflecting the community's considerable internal price dispersion.
Are there any Opportunity Zone tracts in The Woodlands?
No tracts within The Woodlands carry an Opportunity Zone designation; the OZ-designated count is zero across all 23 tracts. Investors should not factor OZ-related tax incentives into return projections for any tract in the community.
How does The Woodlands compare to similar neighborhoods in other metros?
The Verus-AI comparables model identifies four structurally similar neighborhoods, Brushy Creek, Lakeway, and Cedar Park in the Austin metro, and Beach Park in the Tampa metro, with similarity scores between 97.9% and 98.9%. All four comparables carry Verus-AI scores between 67 and 73, while The Woodlands' community mean score is 46.0 and only its single leading tract reaches a score of 70 among the 23 tracts shown in the ranked table.
What is the climate risk profile of The Woodlands?
All 23 scored The Woodlands tracts have received a climate rating in the Verus-AI overlay. The modal rating is Relatively Moderate, applying to 13 tracts, while 8 tracts carry a Relatively Low rating, 1 carries a Relatively High rating, and 1 carries a Very Low rating; no tracts carry a Very High or Extreme designation.

Methodology

Forecasts are produced by the Verus-AI model from tract-level Census demographic, employment, and market inputs. The five-year figure is a cumulative point forecast for 2025-2029; confidence bands reflect in-sample model uncertainty only and do not capture macroeconomic shocks, policy changes, or idiosyncratic events. Gross rent yield is derived from ACS tract-level median gross rent; tracts with suppressed or sentinel ACS rent values are shown as n/a. Rankings reflect the model's point estimates (model data as of 2026-05-10) and are not investment advice. Tracts retired in the post-2020 Census geometry are excluded where coverage is insufficient. Five-year forecast appreciation is capped by the model at +37.01%, displayed as +37.0%; a tract at that ceiling carries the model's maximum, and its true expectation may be higher.