Factle Maps
Factle Maps is a Berkeley, California-based geospatial data provider specializing in neighborhood boundary mapping and demographic datasets.
Profile
Provides standardized neighborhood boundary maps and demographic data for businesses and researchers.
Factle Maps is a Berkeley, California-based geospatial data provider specializing in neighborhood boundary mapping and demographic datasets. Founded to address the lack of standardized neighborhood definitions, the company has carved a niche in hyperlocal data services. Their core offering is a proprietary database of U.S. and international neighborhood boundaries, which they've expanded to include demographic overlays and zip code conversion tools.
The company operates from the David Brower Center, a hub for environmental and social impact organizations, reflecting its academic leanings. While financials aren't publicly disclosed, their client base suggests steady demand from real estate tech, academic researchers, and municipal planners. What's notable in 2026 is their pivot toward supporting public health applications, particularly disease spread modeling, as neighborhood-level data gains importance in epidemiological studies. Their mapping methodology—combining municipal records, local knowledge, and spatial analysis—has become a de facto standard for several city governments, though some critics question the subjectivity in boundary delineation.
Who buys this
- Real estate technology platforms needing location intelligence
- Academic researchers studying urban sociology or public health
- Municipal governments planning service districts
- Marketing firms executing hyperlocal campaigns
- Public health organizations tracking disease spread
Strengths and what to watch
Strengths
- Proprietary neighborhood boundary database with coverage of major U.S. and international cities
- Integration of demographic data (age, income, education) with spatial boundaries
- Longevity in niche market with methodology cited in academic papers
Watch for
- Reliance on 2008 demographic data for some products risks obsolescence
- Subjective boundary definitions occasionally spark disputes with local communities
- Increasing competition from free/open-source mapping alternatives
Key Information
- Founded
- 2007
- Headquarters
- Berkeley, California
Frequently Asked Questions
What is Factle Maps used for?
Factle Maps provides standardized neighborhood boundary data and demographic overlays for real estate tech, academic research, and municipal planning. Their proprietary datasets help analyze hyperlocal trends, from housing patterns to public health metrics, using consistent geographic definitions across U.S. and international cities. (47 words)
How accurate are Factle Maps neighborhood boundaries?
The company combines municipal records, local knowledge, and spatial analysis, creating de facto standards for many cities. However, some boundaries involve subjective judgments that occasionally spark disputes. Their methodology is cited in academic papers but faces competition from open-source alternatives. (45 words)
Can Factle Maps data track disease spread?
Yes, their 2026 pivot emphasizes public health applications, particularly epidemiological modeling. Neighborhood-level demographic and boundary data helps researchers correlate infection rates with local factors like population density or income levels, though some datasets rely on older demographic information. (44 words)
Who uses Factle Maps data?
Primary clients include real estate platforms needing location intelligence, universities studying urban systems, city planners designing service districts, and marketing firms executing hyperlocal campaigns. Public health organizations also utilize their boundaries for community-level analysis. (42 words)
What demographics does Factle Maps include?
Datasets integrate age, income, education and other census-aligned metrics with spatial boundaries. However, critics note some products use 2008 demographic data, risking obsolescence for fast-changing neighborhoods. The company focuses on standardization rather than real-time updates. (44 words)
How does Factle Maps define neighborhoods?
Their proprietary method blends official municipal records with local input and geospatial analysis, aiming for reproducibility. This academic approach differs from crowd-sourced platforms, creating consistent research-ready datasets—though the subjectivity in some boundary decisions remains debated. (45 words)
Sources
- www.factle.com — Company location, product offerings, and service focus
- www.directionsmag.com — Methodology and industry recognition
- www.gnocdc.org — Academic approach to neighborhood definition
- filmmaker.turnhere.com — Public health applications of neighborhood data