Methodology
How HavenQuest scores Texas cities
Transparent methodology. Real data. Honest tradeoffs.
HavenQuest analyzes 4 Texas metros and 100+ cities across 12 lifestyle categories using real, third-party data sources — not editorial opinions or sponsored rankings. Each category score is then weighted based on what you told us matters most: the priorities you rank higher count for more, and anything you leave unranked is treated as neutral. The match percentage you see reflects your actual priorities — not a generic livability index built for someone else.
The 12 lifestyle categories
Affordability
Measures housing cost burden based on the ratio of median rent or home prices to median household income, sourced from Redfin and Zillow. A score of 10 means typical housing costs well under 30% of median income; a score of 1 means housing is severely unaffordable for most earners. This is the single most important filter for relocators on a budget.
Schools
Based on the Texas Education Agency (TEA) district letter grade assigned annually to each school district, reflecting student achievement, campus growth, and graduation rates. A high score indicates an A or B-rated district where the majority of campuses meet or exceed state standards. Families with school-age children should treat this score as a primary filter.
Safety
Derived from FBI Uniform Crime Reporting data and NeighborhoodScout's crime index, measuring total crimes per 100,000 residents. Both violent and property crimes are weighted in the calculation. A score of 10 means significantly fewer crimes per resident than the Texas average — not zero crime, but a meaningfully safer community.
Walkability
Pulled directly from Walk Score's city-level walkability rating, which measures how many daily errands — groceries, coffee, restaurants, retail — can be completed on foot. Most Texas cities score low due to car-dependent suburban planning; a score above 6 here is a genuine differentiator. Data is continuously updated by Walk Score.
Transit
Uses Walk Score's transit score, measuring the frequency and geographic reach of public bus, rail, and commuter transit options. Reflects how much of the city is realistically reachable without a car. Texas is broadly car-dependent, so scores above 4 indicate genuinely functional public transit for daily commuting.
Nightlife
Reflects the density and variety of bars, live music venues, restaurants, theaters, and entertainment options relative to city size. Data is compiled from Yelp category counts, venue density per capita, and editorial review. Scores are relative to Texas peers — a 9 here rivals Austin-level entertainment density.
Outdoors
Scores access to parks, hiking trails, lakes, rivers, and nature reserves based on green space acreage per resident and proximity to regional natural areas. Texas Hill Country and lake cities score highest; dense suburban sprawl without nearby nature access scores lowest. Data sourced from Trust for Public Land and city park databases.
Family Friendly
A composite score drawing on school quality, crime rates, park access per capita, and family-oriented amenity density — playgrounds, family restaurants, pediatric healthcare, community centers. High scores indicate a city where the overall built environment actively supports households with children, not just one where schools are good.
Remote Work
Measures broadband infrastructure quality using FCC fixed-broadband availability data, average download speeds, co-working space density, and local tech ecosystem maturity. High scores indicate reliable gigabit internet options from multiple providers, a visible remote-worker community, and the coffee-shop culture that comes with it.
Low Taxes
Based on the county-level effective property tax rate per dollar of assessed home value, sourced from county appraisal district data. Texas has no state income tax, making property taxes the primary tax variable for residents. A score of 10 means a low rate relative to Texas peers — meaningful for both owners and renters (landlords pass taxes through in rent).
Weather
Scores year-round climate comfort based on average annual temperature, relative humidity, number of extreme heat days above 100°F, and total annual sunshine hours. Coastal cities tend to score higher for mild winters; Hill Country cities for low humidity and elevation cooling. No Texas city escapes the summer heat — the score reflects how tolerable the overall year is.
Traffic
Derived from TomTom Traffic Index and INRIX congestion data, measuring average peak-hour commute delay and congestion percentage. This is an inverse score — 10 means minimal congestion, 1 means severe. Austin consistently scores near the bottom; smaller and outer-ring Texas cities score highest. If daily commute time is a priority, this score matters more than most.
Healthcare
Data sources
| Source | Used for | Updated | Frequency |
|---|---|---|---|
| Redfin | Median sale price, days on market, sale-to-list ratio, YOY price change | 02/2026–04/2026 | Monthly |
| TEA (Texas Education Agency) | School district letter grades (A–F) | 2024-25 | Annual |
| FBI/NeighborhoodScout | Crime rate per 100K population | 2024 | Annual |
| Walk Score | Walkability and transit scores | 2026 | Continuous |
| Zillow | Backup rent and home price data where Redfin unavailable | 2026 | Monthly |
| BLS / City data | Monthly utilities, groceries, transportation estimates | 2025 | Annual |
Scoring scale — 1 to 10
1–2
Poor
3–4
Below Avg
5–6
Average
7–8
Good
9–10
Excellent
Scores are directional and relative — a 9/10 in Traffic means minimal congestion vs Texas peers, not absolute zero traffic. Compare cities against each other, not against a national standard.
How the matching algorithm works
Each city receives a weighted match score based on how you rank your priorities. Priorities you rank higher count for more in your match, and categories you don't rank are treated as neutral.
The raw weighted score is divided by the maximum possible score to produce a percentage (0–100%). Cities are ranked by this score, highest first.
This means the algorithm adapts to however many priorities you set — the more you rank, the more your match reflects what matters to you.
The 40% affordability threshold
HavenQuest flags any city where your selected housing option would cost more than 40% of your gross monthly income. This threshold comes from standard housing affordability guidelines used by HUD and most financial planners.
The flag is informational, not disqualifying. A city can still match your lifestyle priorities even if housing is tight — you may have other income sources, low debt, or prioritize lifestyle over savings rate.
Disclaimer
Scores represent directional lifestyle guidance. Not authoritative financial, legal, or real estate advice. Verify all data independently before making relocation decisions. Market data, school ratings, and cost estimates are updated periodically but may not reflect current conditions. Data last updated 05/2026.