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MuniSpot transforms raw annual comprehensive financial reports from 14,000+ municipalities into a structured database — complete with MuniScore™, a composite financial health rating derived from economic, budgetary, and balance sheet data.
Access income statements, balance sheets, debt, pension liability, OPEB data, and MuniScore financial health ratings via web app or API.
What Could you Accomplish with Municipal Financial Data and Analysis?
MuniSpot pulls financial data from 14,000+ municipalities into one place, standardizes it, and scores each one — so you can stop hunting through PDFs and start doing analysis.
Learn More about MuniSpot

Municipal Data Is Scattered, Inconsistent, and Largely Stuck in PDFs
Assessing government finances requires gathering data from thousands of sources including ACFRs, budgets, Census datasets, and local reports. These documents vary in structure and terminology, extraction is painfully manual, and sector-wide standardization remains a distant prospect.
The Data Exists. It's Just Everywhere.
Data is scattered across ACFRs, and varied structure and terminology make comparisons between municipalities slow and error-prone.
Analysts spend hours each week extracting, standardizing, and reconciling data. Insights are delayed, and capacity is wasted on work that should be automated.
Sector standardization remains largely voluntary, slow, and prospective with little application to historical data.
That's where MuniSpot comes in.
Our Approach
A Unified, Standardized Foundation for Municipal Financial Analysis.
MuniSpot automates the extraction and standardization of ACFR financials, converting inconsistent statements into clean, structured datasets. Our platform integrates Census and geographic data to give you a complete view of municipal operations in one place.
Data from 65,000+ annual comprehensive financial reports covering 14,000+ municipalities is delivered through a web dashboard or directly into your workflow via API. On top of this standardized data, MuniScore evaluates four key factors: economy, budgetary performance, reserves, and debt. These are distilled into a single 0-100 composite financial health score.


Core Data and Tools for Municipal Financial Analysis
Whether you're analyzing credit risk, conducting research, or building internal tools, MuniSpot adapts to the way you work.
Interactive Dashboard
Search for municipalities, explore multi-year trends, and benchmark financial performance across peers — delivered through a web dashboard or directly into your workflow via API.
REST API
Connect standardized financial data directly into your models, applications, or automated workflows with our developer-friendly API.
Data Exports
Download data in CSV, Excel, or JSON formats. Ingest directly into your database or analysis tools for offline work.
Comprehensive Financial Data
Standardized income statements, balance sheets, and long-term liabilities for 14,000+ municipalities.
Multi-Year History
Access multi-year historical data for trend analysis and forecasting.
Long-Term Obligations
Detailed debt schedules, pension liabilities, and OPEB data.
Census & Demographics
Population, income, employment, and socioeconomic indicators.
Peer Comparisons
Benchmark municipalities against similar entities by size, region, or type.
MuniScore™ Ratings
A 0-100 composite score evaluating economy, budgetary performance, reserves, and debt obligations.
Source Document Links
Direct links to original ACFRs and source filings for verification.
Entity Types
Cities, counties, states, school districts, and special districts.
Data Quality Assurance
AI-powered extraction with human review for accuracy and consistency.
Get Started
14,000+ Municipalities. One Platform.
Standardized financials and MuniScore ratings for 14,000+ municipalities.