Property Tax Assessment
Get land values right.
Fair property taxes depend on accurate, transparent valuations, and too often land is the part assessors get wrong.
Research
All research →
February 2026
Maryland Residential Vacant Land Valuation: Is Baltimore an Outlier?
A statewide analysis showing Baltimore as the clear outlier in residential vacant land undervaluation.
Read report
August 2025
Vacant Land in Baltimore: The High Cost of Undervaluation
How systematic undervaluation of vacant parcels shifts tax burdens and reinforces speculative blight incentives.
Read reportTools & data
All tools & data →Map
CivicMapper
Your city's land, in 3D: where land value concentrates, and how much sits idle under vacant lots and surface parking. 25 cities across 14 states.
Open-source tool
OpenAVMKit
A free, open-source mass appraisal toolkit for assessors, researchers and analysts: enrich data, run AVMs, and produce IAAO-style ratio studies.
Writing
All writing →Explainer
Why Land
Our thesis: how land speculation drives unaffordability, and the two ways to return land value to the public — lease the land, or tax it.
Series
Mass Appraisal for the Masses
Lars Doucet's series on how property gets valued, how to tell whether assessments are fair, and how land can be valued separately from buildings.





