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AI Intelligence for Future Real Estate Opportunities


Combining national-scale real estate datasets with advanced AI analytics to deliver early insight into future development opportunities.


LandfinderAI supplies, enhances, and/or vets national real estate datasets using advanced AI analytics to identify future development opportunities.

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Visuals & Intelligence
Map View & Dashboard Intelligence report Proximity CSV data
Market Data & Leads
Land Listings Data ST Listings Data Rezonings & Permits Data

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  • Appraisers
  • Brokers
  • Developers
  • Investors
  • Home Builders
  • Svc Providers
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Intelligence Package

  • • Comprehensive Spatial Analysis
  • • Intelligence Report
  • • Data Analysis and AI Notes
  • • Full Data Export (CSV)

Strategic Partners

Who Uses Landchecks?

The LandfinderAI intelligence suite is tailored for real estate professionals who require deep market transparency and rapid spatial analysis.

Commercial Appraisers

Leverage rezoning activity and permit pipelines to support demand trends and land use conclusions. Cross-reference QMI inventory to benchmark pricing and absorption behavior.

Commercial Brokers

Identify sites with pending permits or nearby momentum to target owners and uncover off-market opportunities. Use interactive maps to communicate submarket investment rationale.

Developers

Evaluate rezoning trends and QMI absorption to assess timing, unit mix, and pricing strategy. Export land data to stress-test assumptions around velocity and exit conditions.

Service Providers

Track permits and rezoning approvals to identify upcoming construction opportunities before ground breaks. Tailor bids based on project scale and surrounding activity.

Institutional Investors

Identify growth corridors through measurable development trends. Compare existing listings and pipeline projects to evaluate oversupply risk and allocate capital based on measurable pricing pressure signals.

Homebuilders

Residual Analysis: Use QMI absorption trends to back into supported raw land pricing. Align unit types and lot widths with current market demand to optimize community margins.

Market Timing: Monitor future supply from construction permits to phase starts and protect margins against inventory saturation.

Capabilities

Enterprise Land Intelligence Platform

The most powerful suite of tools developed specifically for Real Estate Professionals requiring high-fidelity data and rapid spatial analysis.

Database Download

Some users need the underlying data across the US. For premium package users we provide that download. Listings obtained daily by AI are provided for you with our grading system and Rezoning/Permit data are provided for a longer period of time.

Analytics Software

Includes our dashboard, map view, notes, PDF, and CSV download, and report history. Developed for Real Estate Professionals who want quick analysis and access to underlying data.

AI Generated Reports

Based upon the user’s request (Latitude/Longitude, Zip Code) our software builds a report for the user. Simply open the report dashboard and go to Notes. There the user will receive Macro to Micro notes based upon the users input.

AI Map Visualization

Our software builds a spatial map for the user. Simply open the report Map View and start reviewing the various data points. There the user will have access to a wide variety of map views based upon their use case.

Deep Interactive Data

Access links to specific documents, phone numbers, or email addresses directly on the map. We also provide links to other platforms such as Mapwise or Landbuilder for further geo-spatial analysis.

Continuous Updates

Our AI and Humans vet data daily, weekly, and bi-weekly. Listings are scored daily. Other data sets are vetted bi-weekly or quarterly depending upon size and complexity.

30 Day Persistent Report History

We provide a trailing 30 day report history. Once our AI has generated the Interactive Dashboard, PDF Summary Report, and CSV download, users can quickly access these reports, share them, or quickly update them as needed. Reports are automatically adjusted based upon our continuous data refresh cycle.

Our Standardized Workflow

How we transform raw spatial data into actionable intelligence in under 5 minutes using our proprietary pipeline.

1

Ingestion

Capturing 50+ data points from satellite feeds, municipal records, and MLS history.

2

Refinement

AI-driven cleaning and normalization of fragmented public data to remove noise.

3

Synthesis

Generating a 1 to 5 mile radius impact map surfacing local development pressure.

4

Delivery

Instant generation of PDF reports, CSV data, Analysis Tools, AI Generated Text and Interactive Map interface.

Insights Hub

Market Intelligence &
Methodology

Explore our whitepapers and data analysis on the future of commercial and residential land valuation.

Turning QMI Data Into Actionable Land Insights

A deep dive into how Landchecks leverages Quick Move-In home inventory as a real-time indicator for builder underwriting and land value supportability.

Why Normalized Single-Tenant QSR Data Matters

Traditional listings often suffer from unstructured data. We explore how vetting site attributes—like corner sites and building configuration—enables a smarter analytical framework for net-lease investors.

National Pulse Check: Single-Tenant QSR

An analysis of 96 active QSR listings across 26 states revealing 5.33% average asking cap rates and a continued market appetite for high-visibility national credit tenants.

Whitepaper / Methodology

Turning QMI Data Into Actionable Land Insights

LandfinderAI - Landchecks is designed to help users move quickly and consistently from residential market data to supported land value insights. Rather than relying solely on limited historical comparable land sales, Landchecks leverages Quick Move-In (QMI) home inventory as a real-time indicator of how builders are currently pricing and underwriting residential product.

01. QMI Data Collection

Aggregation of inventory counts and asking prices across defined geographies to establish pricing behavior before isolating the land component.

02. Residual Framework

Translating prices into supportability across Rural (17%), Transitioning (22%), and Infill (27%) market conditions.

The methodology is intentionally transparent and repeatable. By converting residual land value indications into lot-level economics—achieved by dividing values by most likely frontage widths—users can evaluate implied lot pricing by product type and compare density strategies across markets.

Key Findings: Q4 2025 Analysis

  • Increased Urban Sensitivity: In high-growth CBSAs, small changes in residual assumptions materially impact supported land values more than in peripheral metros.
  • Frontage Density Tradeoffs: Narrower lot configurations tend to show stronger land support on a per-front-foot basis, particularly in infill scenarios.

Professional Guardrail

Landchecks is not intended to replace professional judgment. Users remain responsible for verifying inputs and applying results within the context of their specific project.

© 2026 LandfinderAI Methodology

Download PDF
Data Intelligence / Retail

Why Normalized Single-Tenant QSR Data Matters

Single-tenant retail analysis often suffers from a data problem rather than a market problem. While listings are widely available, the underlying information is frequently inconsistent, unstructured, or incomplete—making it difficult to compare assets across markets.

Vetting Attributes That Drive Value

Not all single-tenant assets perform the same, even when pricing and cap rates appear similar. Landchecks places specific emphasis on attributes that materially affect valuation:

  • Corner Sites: Correlating visibility, access, and traffic exposure.
  • Building Configuration: Distinguishing between freestanding and inline locations.
  • Physical Scale: Standardizing building square footage, frontage, and acreage.

Normalizing Tenants for True Comparability

One challenge is inconsistent labeling. LandfinderAI solves this by normalizing tenant names and assigning standardized use subtypes (e.g., Chipotle = QSR, 7-Eleven = C-Store).

Standardized Labels
Aggregated Trends

Once data is structured, we enable multi-level analysis from statewide yield trends down to 1, 3, or 5-mile submarket sub-sets, moving seamlessly from macro context to micro, site-specific insight.

© 2026 LandfinderAI Methodology

Download PDF
National Pulse / QSR

National Pulse Check: Single-Tenant QSR Real Estate

Single-tenant Quick Serve Restaurant (QSR) real estate continues to prove itself as one of the most resilient asset classes. After analyzing 96 active QSR listings across 26 states, a clear picture emerges of disciplined pricing and modest yield compression.

$182k
Average NOI
5.33%
Avg Asking Cap
96
Active Listings

At a national level, the clustering of cap rates around 5.33% signals strong buyer confidence despite broader economic noise. Site quality remains paramount—corner locations command tighter cap rates due to enhanced ingress/egress and visibility.

Geographic Consistency

Whether in primary growth states or secondary markets, QSR assets are being underwritten with remarkably similar expectations. This speaks to the maturity of the asset class and drive-through demand fundamentals.

Well-located QSR real estate remains a preferred parking place for both private and institutional investors, rewarding clarity, durability, and simplicity in site selection.

© 2026 LandfinderAI Methodology

Download PDF

Subscription Plans

Choose the tier that best supports your land acquisition and development workflow.

Special Introductory Offer: $25 Off

Rezoning + Analyst + DB Download

$150 $175 / month per user

* $25 discount applied for the first year


$1,500 $1,750 annual license per user

* $250 discount applied for 2026 only

Includes human-vetted leads on rezonings, construction permits, real estate listings, and new home construction information.

  • ✓ Database Download Capability (Listings and Applications).
  • ✓ Full Access to our Powerful Real Estate Analytics Software.
  • ✓ AI Generated Report Software.
  • ✓ AI Generated Map Visualization.
  • ✓ Interactive Maps with Contact Information, Links, Insight.
  • ✓ Updated Daily, Weekly, Bi-Weekly, Quarterly.
  • ✓ 30 Day Report History (Can be adjusted based upon subscription)
  
Introductory Offer: $25 Off

Rezoning + Analyst

$100 $125 / month per user

* $25 discount applied for the first year


$1,000 $1,250 annual license per user

* $250 discount applied for 2026 only

Includes human-vetted leads on rezonings, construction permits, real estate listings, and new home construction information.

  • ✓ Full Access to our Powerful Real Estate Analytics Software.
  • ✓ AI Generated Report Software.
  • ✓ AI Generated Map Visualization.
  • ✓ Interactive Maps with Contact Information, Links, Insight.
  • ✓ Updated Daily, Weekly, Bi-Weekly, Quarterly.
  • ✓ 30 Day Report History (Can be adjusted based upon subscription)
  

Looking for more information on specific capabilities?

Institutional-Grade Infrastructure

  • ✓
    SSO & Multi-user Controls

    Secure access for large teams with regional permissioning.

  • ✓
    API Direct Access

    Integrate intelligence signals directly into your internal CRM or GIS platform.

  • ✓
    Dedicated GIS Analyst

    Priority support for bespoke spatial modeling and portfolio reviews.

Case Study Snippet

"For firms managing billion-dollar portfolios, Landchecks is no longer an option—it's the standard for acquisition speed."

Foundry

Investment Group

Report History (Past 30 days)

Access and manage all intelligence reports generated under your account.


NOTE: Reports may change as data is updated. Reports are saved for 30 days, unless an Enterprise Subscriber. If you wish to learn about our enterprise package, branding, or creating custom reports, use our calendar above to schedule a convenient time to speak

Project Name Report Date Lat/Long ZIP Code Radius CSV Data File Report PDF

Solutions View

Process View

Enterprise View

The Industry Standard for Land Insight

See how top real estate investment firms are using Landchecks to accelerate their acquisition pipeline.

"LandFinder has proven to be a highly effective tool in evaluating the present and future state of target markets as well as a huge time saver. After only two months, we already have deals percolating that we may have passed on earlier. The report data also includes information that enables a new level of commercial site prospecting."

BD

Bob Dannenbaum

Foundry Investment Group

"We quickly located several off-market properties and are saving more every time we use the LandFinder software compared to traditional acquisition channels. The team is always available to assist us and makes software enhancements based on our needs which is unique in this industry and which we are extremely grateful"

JM

Jim McCarthy

Lennar Homes

Trusted By

Take a look at some of the companies that use services



T

Data Coverage

Our intelligence engine cross-references millions of records. Below is the verified data availability by state based on our latest January 2026 audit.

TX Active
  • Rezonings & Permits
  • Schools & Hospitals
  • LIHTC
  • Land Listings
  • New Home Listings
FL Active
  • Rezonings & Permits
  • Schools & Hospitals
  • LIHTC
  • Land Listings
  • New Home Listings
GA Active
  • Rezonings & Permits
  • Schools & Hospitals
  • LIHTC
  • Land Listings
  • New Home Listings
SC Active
  • Rezonings & Permits
  • Schools & Hospitals
  • LIHTC
  • Land Listings
  • New Home Listings
AL
  • Schools & Hospitals
  • LIHTC
  • Land Listings
  • New Home Listings
TN, NC, OK, MO
  • Schools & Hospitals
  • Land Listings
VA, CO, AR, NY
  • Schools & Hospitals
  • Land Listings
35+ Additional States

Standard Listings & Institutional Spatial Data available for all remaining lower 48 states.

Terms and Conditions

Effective Date: January 1, 2026

Effective January 1, 2026 (version: 1.0) the following terms govern your use of this Site. By accessing this site, you are indicating your acknowledgment and acceptance of these Terms of Use.

This Terms of Use Agreement sets forth the standards of use of the LandFinder Ai Inc website (www.landfinder.ai) (the “site”). If you do not agree to the terms and conditions of this agreement, you should immediately cease all usage of this website. We reserve the right, at any time, to modify, alter, or update the terms and conditions of this agreement without prior notice. Modifications shall become effective immediately upon being posted at LandFinder Ai Inc. Your continued use of the Service after amendments are posted constitutes an acknowledgement and acceptance of the Agreement and its modifications.

1. Copyrights and Trademark Information

The entire contents of the Site, including site design, text, graphics, interfaces, downloadable documents, materials and the selection and arrangements thereof, are protected by international copyright and trademark laws, with ALL RIGHTS RESERVED. The owner of the copyrights and trademarks is LandFinder Ai Inc, its affiliates or other third party licensors.

YOU MAY NOT MODIFY, COPY, REPRODUCE, REPUBLISH, UPLOAD, POST, TRANSMIT, OR DISTRIBUTE, IN ANY MANNER, THE MATERIAL ON THE SITE. You may print and download portions of material from the different areas of the Site solely for your internal use provided you agree not to change or delete any copyrighted or proprietary notices from the materials.

Any use of materials on the website, including reproduction for purposes other than those noted above, modification, distribution, or replication, any form of data extraction or data mining, or other commercial exploitation of any kind, without prior written permission of an authorized officer of LandFinder Ai Inc, is strictly prohibited.

2. Notification of Claimed Copyright Infringement

Pursuant to Section 512(c) of the Copyright Revision Act, as enacted through the Digital Millennium Copyright Act, LandFinder Ai Inc designates the following individual as its agent for receipt of notifications of claimed copyright infringement.

By Mail: LandFinder Ai Inc, 40946 US Hwy 19N, Suite 451, Tampa, Florida 34689

By Telephone: 813-810-4335

By Email: chrisw@landfinder.ai

3. Disclaimer of Warranties

The site is provided by LandFinder Ai Inc on an “as is” and on an “as available” basis. To the fullest extent permitted by applicable law, LandFinder Ai Inc makes no representations or warranties of any kind, express or implied, regarding the use or the results of the Site.

4. Limitation of Liability

LANDFINDER AI INC SHALL NOT BE LIABLE FOR ANY DAMAGES WHATSOEVER, AND IN PARTICULAR LANDFINDER AI INC SHALL NOT BE LIABLE FOR ANY SPECIAL, INDIRECT, CONSEQUENTIAL, OR INCIDENTAL DAMAGES, OR DAMAGES FOR LOST PROFITS, LOSS OF REVENUE, OR LOSS OF USE, ARISING OUT OF OR RELATED TO THIS WEB SITE.

5. Indemnification

User agrees to indemnify, defend and hold harmless LandFinder Ai Inc, its parents, subsidiaries, affiliates, officers, directors, employees, agents, licensors, suppliers and any third party information providers from and against all losses, expenses, damages and costs.

10. Other Terms

If any provision of this Terms of Use Agreement shall be unlawful, void or unenforceable for any reason, the other provisions shall not be affected thereby and shall remain valid and enforceable. You agree that this Terms of Use Agreement may be assigned by LandFinder Ai Inc, in our sole discretion, to a third party in the event of a merger or acquisition.

11. Earnings and Income Disclaimers

You agree that our company is not responsible for the success or failure of your business decisions relating to any information presented by our company, or our company products or services.

Privacy Policy

At LandFinder Ai Inc. and Landchecks.com we are committed to protecting your privacy online. We do not share your personal information with any other organizations or individuals. We keep all information you provide to us, no matter how or why you provide it completely confidential, and use it only for the purpose that you intended. 

Information Collection, Use, and Sharing. We are the sole owners of the information collected on this site. We only have access to/collect information that you voluntarily give us via email or other direct contact from you. We will not sell or rent this information to anyone.

Anti-Spam Policy. LandFinder Ai Inc and Landchecks.com will not endorse or tolerate spam in any form. We will not permit our users to be the victims of any unsolicited e-mail related to our sites or to our services, and users’ information will not be used in any manner associated with the transmission, distribution or delivery of any unsolicited bulk or unsolicited commercial e-mail (“Spam”).
LandFinder Ai Inc and Landchecks.com will not sell, trade, transfer or rent users’ personal information to any third party. LandFinder Ai Inc and Landchecks.com will use personal e-mail addresses only to provide services, such as sending out periodical newsletters. These newsletters are sent only if users have subscribed to the service and in accordance with all current and proposed national and international legislation on commercial e-mail. If users receive our newsletter and wish to be removed permanently from the LandFinder Ai Inc mailing list, they may do so using the opt-out link provided in the newsletter or by unsubscribing.


We use essential cookies to maintain your session and authenticated state. Anonymous usage analytics are used solely to improve the performance of our Map View and Dashboard interfaces.

Disclaimers

This platform utilizes a combination of proprietary data and publicly available web-based sources, including public-facing real estate listing services, and is provided for informational purposes only. The information presented does not constitute an appraisal, valuation, or investment advice, and users are solely responsible for verifying data, determining value, and consulting qualified local professionals prior to making any decisions. 

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