AI tools, scored for your job
Get paid to train AI
Overview How It Works Before & After Try It Reviews Integrations Why This Tool FAQ Pricing Top 10 Get Alerts News

TestFit — AI for Government & Smart Cities

AI-powered site planning to rapidly model urban development scenarios and assess infrastructure impact.

Evaluate zoning compliance, traffic flow, and financial feasibility for public projects in minutes, not weeks.

What is TestFit?

TestFit: AI-powered site planning to rapidly model urban development scenarios and assess infrastructure impact. Paid, from $195/month. Zekai scores it 8.6 out of 10 after independent testing. Best for rapid feasibility studies for urban development projects.

DifferentiatorGenerates financial and physical site plans simultaneously.
ProofReduces feasibility modeling time by 30x, from a full day to 15 minutes.
Explore TestFit
Pro from$195/month
8.6 Zekai
Rapid Urban Modeling
AI for Government & Smart Cities
Ease of Use
8.8
Accuracy
8.8
Value
8.2
Time Saving
8.6
6,200+Users
8.6/10Zekai Score
Generative DesignSite PlanningFeasibility AnalysisParking AutomationZoning Data
🏷 Is this your tool? Claim this listing →

Zekai Verdict

What is it?
TestFit is a real estate feasibility platform that uses generative design to help city planners and municipalities automate site planning.
Best for
Best for city planning departments needing to rapidly generate and evaluate multiple site development scenarios for…
Not ideal for
Core generative design features require the expensive 'Site Solver' subscription.
Price
$195/month
Zekai Score
8.6/10
Hand-scored by Zekai

Top AI for Government & Smart Cities picks

See all 84 AI tools for Government →
⚡ Quick answer

For government and smart city professionals, TestFit is the leading AI-powered platform for rapid site feasibility and urban planning. It allows city planners to generate and iterate on development scenarios in minutes, not weeks, incorporating real-time zoning, financial, and environmental data. A township planner reported using it to model changes live in public meetings, reducing a day's work in SketchUp to just 15 minutes.

CategoryGenerative Site Planning
Best forRapid feasibility studies for urban development projects.
Price from$195/month
Free planNo
DifferentiatorGenerates financial and physical site plans simultaneously.
ProofReduces feasibility modeling time by 30x, from a full day to 15 minutes.
Rating8.6/10
📖 About TestFit
How It Works

Your workflow, automated

1
Define Site & Constraints
Map a parcel or draw a custom boundary. Input key constraints like zoning regulations, setbacks, and environmental data.
2
Generate & Iterate
Use the AI solver to generate site plan options based on your goals for unit mix, parking, or yield. Manually edit and refine the best options.
3
Analyze & Export
Review real-time data on costs, quantities, and financial viability. Export the approved layout directly to Revit, AutoCAD, or PDF for documentation.
Ready to automate your workflow with TestFit?
Explore TestFit →
Real Impact

Before & After

❌ Before

Weeks-long waits for feasibility studies and static presentations for public review.

3-4 weeks per site study
✅ After

Instant, dynamic site modeling and data-driven answers during live public meetings.

15 minutes per site study
Prompt Templates

Try it with these prompts

Copy any prompt and paste it directly into the tool.

Generate Multi-Family Site Plan

Generate a multi-family site plan for a site with the following parameters: [Number of Units], [Unit Mix], [Parking Count], and [Setbacks]. Ensure the plan optimizes for [Design Intent].

Iterate Parking Layout

Adjust the parking layout for the current site plan. The new requirement is [New Parking Count] stalls, with a parking ratio of [New Parking Ratio]. Regenerate the site plan to accommodate these changes.

Analyze Site for Industrial Typology

Analyze the provided site boundaries for an industrial typology. Key constraints include [Acreage], [Maximum Building Height], and [Zoning Impacts]. Provide a feasibility study based on these inputs.

AI Prompts

Prompts for Government

Prompt 01 Summarize Meeting Minutes for Public Notice
You are a city clerk's assistant responsible for creating clear, accessible public summaries. I will provide the full text of a recent city council meeting's minutes.
Prompt 02 Draft a Press Release for a New Initiative
Act as a public information officer for a mid-sized city. Draft a 400-word press release about a new city initiative called '[[Initiative Name]]'.
Prompt 03 Simplify Complex Ordinance Language
Your role is to translate complex legal and bureaucratic language into plain English for the public. I will paste a section from our city's municipal code regarding '[[Topic, e.g., residential parking permits]]'.
See all 34 AI prompts for Government →
Social Proof

Trusted by 6,200+

6,200+ professionals using this tool
Ease of Use
8.8
Accuracy
8.8
Value
8.2
Time Saving
8.6
6,200+ professionals are already using this tool.
See Plans & Pricing →
Connects With

TestFit integrations

Revit AutoCAD SketchUp Excel PDF
Setup complexity: Expert
TestFit is a real estate feasibility platform that uses generative design to help city planners and municipalities automate site planning. It allows public sector professionals to rapidly test development scenarios, evaluate zoning and environmental constraints, and visualize the financial and physical impact of proposed projects.
Comparison

Best TestFit alternatives

Compared to manual workflows using SketchUp or AutoCAD, TestFit offers unparalleled speed for feasibility studies. While a skilled designer can create highly detailed, bespoke models in SketchUp, TestFit's generative engine produces dozens of viable, data-backed options in minutes. Choose traditional CAD for final, detailed design documentation. Pick TestFit for the initial 80% of the work: rapidly evaluating a site's highest and best use, vetting financial viability, and securing stakeholder buy-in before committing extensive design resources.

The decision

Is TestFit worth it?

Return on investment
With the Site Solver plan starting at $10,000/year, saving just one project's worth of non-billable hours (estimated at $200k by one firm) delivers a significant return on investment.
Built for
City planners, municipal officials, urban planning departments, and civil engineers working on public infrastructure and development projects.
Effort to adopt
Expert
Compliance
Compliance posture not publicly documented — verify with vendor.
Who It's For

Why Government & Smart Cities choose this tool

🎯
Built for
Best for city planning departments needing to rapidly generate and evaluate multiple site development scenarios for zoning, feasibility, and public stakeholder meetings.
In-Depth Overview
For government and smart city professionals, TestFit transforms the slow, manual process of urban development feasibility into a rapid, data-driven workflow. The platform is specifically designed for roles including City Planners and Municipalities, enabling them to plan sites in hours instead of weeks. One township planner reported using TestFit to turn a day-long SketchUp task into a 15-minute live modeling session with elected officials, showcasing its power for public engagement and transparent decision-making. By integrating site intelligence—including zoning, environmental data, and topography—with financial pro formas, TestFit allows planners to vet development opportunities from every angle simultaneously. Instead of waiting weeks for drafts, users can generate and compare multiple design schemes instantly, testing different unit mixes, parking ratios, and building typologies to determine the highest and best use of land. This ability to produce 2-3 times more alternative models on a fixed budget ensures that public projects are thoroughly optimized before significant resources are committed.

Key Use Cases

🏙️
Assess a Proposed Mixed-Use Development in Real-Time
Urban Planner
A developer submits a proposal. Use TestFit to instantly model the site with the proposed unit mix and parking, checking it against local zoning ordinances and visualizing its 3D massing in the city context.
Feasibility study completed in 15 minutes
✓ Pros
Dramatically reduces feasibility study time from weeks to hours.
Enables live iteration during public or stakeholder meetings.
Integrates financial pro forma data with physical layouts.
Provides site intelligence data like zoning and environmental risks.
Exports directly to standard AEC software like Revit and AutoCAD.
· Cons
Core generative design features require the expensive 'Site Solver' subscription.
Advanced data layers (zoning, parcels) may be unavailable in all countries.
Support and training are limited to US business hours and English only.
⚡ Editorial Verdict

TestFit is a powerful force multiplier for government planners, enabling live, data-driven modeling in public meetings and dramatically cutting feasibility study times. Its main trade-off is that its most powerful generative design features are locked behind the highest subscription tiers, which may be a significant investment for smaller municipalities.

Questions & Answers

Frequently asked questions

Does TestFit work for international municipal projects?

+
Yes, TestFit works globally. However, some data layers like parcel data, flood zones, and zoning information may not be available in all countries. Additionally, support and training are currently provided in English during U.S. business hours.

Can TestFit help evaluate zoning compliance for new city ordinances?

+
Yes. The Site Intelligence add-on provides access to zoning data, allowing you to test new development proposals against current or proposed city ordinances to understand their impact.

Which TestFit plan is best for a city planning department?

+
For a city planning department, the 'Site Solver' subscription is the most suitable option. It includes the core generative design capabilities, detailed typology solutions for mixed-use developments, and a dedicated account manager, which are essential for comprehensive urban planning.

How can TestFit be used in public city council meetings?

+
TestFit's speed allows for live modeling and real-time visualization of changes during public meetings. A planner can adjust parameters like building height or unit mix on the fly to show council members and the public the immediate impact of their suggestions, fostering transparency and faster consensus.

Can I use TestFit to model parking requirements for a new public facility?

+
Yes, all TestFit plans, including the entry-level 'Parking Solver', can generate optimized surface and structured parking layouts. You can automate stall placement, configure drive aisles, and account for custom stalls like ADA spaces.

Does TestFit integrate with our existing GIS or CAD software?

+
Yes, TestFit supports direct integrations and exports to industry-standard software. You can push approved layouts to Revit, or export to AutoCAD, SketchUp, Excel, and PDF to collaborate with other departments and consultants.

Last reviewed:

Plans & Pricing

TestFit pricing and plans

Enterprise
Pricing on request
Tailored for teams and large organisations.
Contact Sales

Prices and features are updated regularly but can change at any time — always confirm on the official website. Some links on this page are affiliate links.

See all 84 AI tools for Government →
Free guide

Take it with you

Getting Started with AI Site Planning for Municipalities
  • Mastering Site Constraints: Learn to input zoning, setbacks, and environmental data.
  • Leveraging Generative Design: Understand how to set goals for the AI to optimize for density, yield, or parking.
  • Analyzing Financial Feasibility: Connect your physical plan to a live pro forma to vet deals instantly.
  • Engaging Stakeholders: Best practices for using TestFit in live public meetings.
  • Integrating with Existing Workflows: How to export to Revit, AutoCAD, and SketchUp.
+3 more steps inside the guide
Send me the full guide

Get TestFit deal alerts

Be the first to know when TestFit drops a new discount, adds features, or changes pricing.

Exclusive TestFit discount codes
New feature announcements
Best alternative picks when pricing changes
Zero spam — unsubscribe anytime
🎉
You're subscribed!
We'll notify you when TestFit has a new deal.
AI Directory

About TestFit

Full Description

TestFit is a real estate feasibility platform that uses generative design to help city planners and municipalities automate site planning. It allows public sector professionals to rapidly test development scenarios, evaluate zoning and environmental constraints, and visualize the financial and physical impact of proposed projects.

Editorial Verdict

TestFit is a powerful force multiplier for government planners, enabling live, data-driven modeling in public meetings and dramatically cutting feasibility study times. Its main trade-off is that its most powerful generative design features are locked behind the highest subscription tiers, which may be a significant investment for smaller municipalities.

Last reviewed:
Disclaimer
Zekai is an independent AI tools directory. We are not affiliated with, endorsed by, or officially connected to TestFit unless clearly stated. All product names, logos, and brands are the property of their respective owners and are used for identification purposes only. The information on this page — including pricing, features, and availability — is general information, may have changed since our last review, and is not professional advice. Zekai Scores and verdicts are our editorial opinion. Some outbound links are affiliate links that may earn us a commission at no extra cost to you. Spotted outdated or incorrect information? Request a correction →
Get paid to train AI →
‹ Previous Tool Technosylva › Next Tool Urban SDK ‹ ›
Google Gemini for Government
SPONSORED AI FOR GOVERNMENT & SMART CITIES
Google Gemini for Government
Securely build advanced AI agents for public service delivery and operational efficiency.
Visit Site → Learn more
All AI Tools A–Z →
Visit website ↗
TestFit8.6Try TestFit ↗Next tool →
⚡ Today's top 3 AI for Government & Smart Cities tools →
● 1,066 paid AI jobs open now →

See Zekai first in Google