Site Selection Software for Land Development (2026)

Site selection software falls into two broad groups. Location analytics platforms such as Placer.ai, SiteZeus and CARTO predict how a store or branch will perform at an address, using foot traffic, trade areas and demographics. Land research platforms such as Acres, Land id, LandTech, Latapult, Regrid and Pillar help a team find parcels it could buy and build on, then check ownership, zoning and site constraints. Homebuilders and land developers usually need the second kind. Retailers choosing a pad need the first, and retail developers often use both. This guide covers acquisition and early site screening; civil design, development budgeting and construction management software are a separate evaluation.

This guide is written by Pillar, one of the land research platforms below. Vendor details come from each vendor's own public pages, checked November 9, 2026. We haven't tested the other products hands-on, so treat each entry as a starting point for a demo.

Two kinds of site selection software

The same search term covers two different questions.

"How will a location perform?" Location analytics answers this for businesses that operate many sites. The inputs are visits and foot traffic, trade areas, drive times, demographics, competitor locations and the brand's own sales. The outputs are site scores, sales forecasts and cannibalization estimates. Buyers are retail chains, restaurants, franchises, banks and the brokers who serve them.

"Which land can we acquire, and what can we build on it?" Land research answers this for teams that buy dirt. The inputs are parcel boundaries, owners, zoning, flood zones, wetlands, soils, utilities, sale comparables and, in some tools, lot layouts. The outputs are a shortlist of parcels, an owner to contact and a record of what still needs to be checked. Buyers are homebuilders, land acquisition teams and developers.

A quick way to tell which kind you need:

• You already have a site and need a revenue forecast: location analytics.
• You need parcels that fit a buy box (acreage, zoning, county, floodplain): land research.
• You need the owner's name and contact details: land research.
• You need a concept lot layout or unit count: a feasibility tool, or a land research tool with a site planner.
• You're a retail developer choosing pads for specific tenants: both, usually from different vendors.

Location analytics platforms

These are built for retail, restaurant and commercial real estate site selection. Most quote their prices only on request.

• Placer.ai is location analytics built on a foot-traffic panel, with visits by property, chain and zip code, trade areas, void analysis and demographics. Its CRE page covers leasing, acquisitions and site selection, and lists tax, ownership and zoning details from an aggregated property database. There's a free version; paid subscriptions are quoted.
• SiteZeus describes itself as AI-powered site selection software for franchise and multi-unit brands. It forecasts revenue for any location and adds mobile data, trade areas, white space and cannibalization analysis. Pricing is by demo.
• CARTO is a spatial analytics platform that runs inside your own data warehouse. Its site selection use cases include store and branch scoring, drive-time trade areas, revenue forecasting and finding "more places like your best." It offers a 30-day trial; plans are quoted.
• Tango combines retail location intelligence (trade areas, sales forecasts, site comparison) with lease administration and portfolio software for enterprise real estate teams. Pricing is by demo.
• GrowthFactor builds a sales forecast from a brand's existing stores, backtests it and scores candidate sites. Its pricing page lists a 30-day Discovery engagement, normally $5,000 and free for brands with 40 or more stores, and custom annual Enterprise pricing. Its single-seat Pro plan closed to new customers on September 23, 2026.
• Audiense In-Person, powered by Buxton is Buxton's location analytics business, now part of Audiense. It offers site scoring, trade areas and network planning for healthcare, restaurants, hospitality and retail in the US. Pricing is by demo.

For retail sites, Pillar's guides on traffic counts, ACS demographics and workforce data cover the public inputs these platforms build on.

Land research platforms

These are built for finding and screening land. Alphabetical.

• Acres calls itself an AI platform for land teams, covering sourcing, diligence and strategy. Its builders page describes lead lists from parcel, mortgage and transaction data, rezoning decisions linked to meeting minutes, utility and infrastructure checks, and lot yields. Acres has a free tier; Plus is listed at $9.99 or $7.49 a month and Pro at $124.99 or $94.99 a month, depending on billing period. Zoning, utilities and the site planner sit in the custom-priced Enterprise plan, and its AI assistant is an add-on.
• Land id maps parcels and owners in all 50 states and adds overlays for wetlands, FEMA floodplains, contours, transmission lines, substations, pipelines and fiber. It also has listing-marketing features for land agents, such as branded maps and property tours. We didn't find a zoning layer on its overlays page, where "Land Use" is labeled "not zoning." Per-user plans start at $7 a month billed annually ($15 monthly), with a 7-day trial.
• LandTech describes itself as a land acquisition platform built for homebuilders. It combines zoning and future land use, wetlands, flood and permits with built-in skip tracing, owner letters, sale comparables and a deal pipeline. Full access is $150 per user a month. Its homepage says data now covers the whole US, while its zoning product page still describes Florida-first coverage, so ask about your counties.
• Latapult, formerly geothinQ, is GIS mapping software built for land decisions, with 250+ data layers including parcels and ownership, wetlands, soils, flood zones, zoning, census and traffic counts, plus buildable-area analysis. Plans start at $149 a month for metro coverage, with state and national tiers on its homepage and a 7-day trial.
• LightBox Vision, formerly LandVision, is map-based property and owner research for commercial real estate. It covers parcels, building footprints, zoning, ownership portfolios, transaction history and assemblage detection. Pricing is by demo.
• Pillar is land acquisition software for development teams. You can search US parcels in plain English, review the matches on a map, skip-trace the owner and keep the site in a pipeline with notes, files and tasks. Pro adds a concept site planner for lots and roads, and annual Pro keeps access to land sale comparables. There's a free plan; Pro is $199 per user a month, billed annually, and includes 2,400 credits per user a year. A skip trace costs 3 credits, and extra credits cost $0.10 each.
• Regrid is mainly a parcel data provider, selling standardized parcel boundaries, ownership and zoning data as files, an API and map services. Its Property App adds owner lookups, filters, flood and wetland layers and exports. Regrid's support documentation lists a free Starter account, Pro at $10 a month and Team at $20 per user a month.

For a deeper comparison of land tools on outreach and CRM handoffs, see our land acquisition software guide.

Feasibility tools and services

Two other products often show up in this search.

• TestFit is a feasibility platform that automates site plans. Its single-family product subdivides a site against zoning, minimum lot size, home types and road requirements, with flood and wetland data. It doesn't source parcels or owners. Urban Planner, for quick massing studies, starts at $75 a month; Site Solver, which includes generative design, starts at $15,000 a year.
• build.inc is a development services firm rather than self-serve software. It runs site selection, due diligence and feasibility for institutional clients, mainly data centers, with fixed deliverable pricing.

What AI does in site selection tools

"AI" in these products means one of four things:

1. Plain-English search over data. You describe the site, and the tool turns it into filters over parcels or locations. Acres, LandTech and Pillar describe this for land. Land id advertises AI Smart Search and AI property insights.
2. Forecasts and scores. A model trained on a brand's stores predicts sales or ranks sites. SiteZeus, GrowthFactor, CARTO and Tango describe this for retail. A brand-specific sales forecast usually needs historical store and sales data, so ask each vendor what minimum it requires.
3. Generated layouts. The tool proposes lot or building layouts on a boundary. TestFit's Site Solver uses generative design. Pillar presents its site planner as AI site plan design, and Acres generates lot yields.
4. Connections to AI assistants. SiteZeus says it works in Claude, ChatGPT, Copilot and Gemini through MCP. Regrid offers an MCP server for its parcel data, TestFit an MCP connection for prompting site plans, and CARTO site scoring inside ChatGPT and Gemini.

The answer is only as good as the data under it. For land, ask which zoning source the AI read, how current it is and whether it covers your jurisdiction. Then confirm anything decisive with the jurisdiction itself, as our desktop site screening checklist describes.

Test a tool on one real site

Bring one parcel you know well to every demo, and check:

1. Coverage. Does the tool have parcels, owners and zoning for your target counties, and how often are they updated?
2. Search. Can you express your actual buy box (acreage, zoning, floodplain, distance to utilities) and get the parcel you expected?
3. Constraints. Are flood, wetlands, soils and slope shown with their source and date?
4. Owner. Does it give a contact for the owner, or for an LLC's people? Who pays per lookup?
5. Yield. Can it sketch lots or units, or will that stay with an engineer or a tool like TestFit?
6. Handoff. Can a colleague open the same record, notes and files tomorrow, and can you export them?
7. Price. What does your team size and coverage actually cost per year, including credits and add-ons?

Utilities and entitlement still need offline follow-up whatever the software shows. Our guides on will-serve letters and feasibility studies cover that stage.

Quick answers

What is site selection software? Software that helps choose where to locate something. For retail it forecasts how a location will perform. For land development it finds and screens parcels to acquire.

Is Placer.ai site selection software? Yes, for location analytics. It's built on foot traffic and trade areas, so it suits retail and commercial real estate more than land acquisition.

What's the best site selection software for land development? One that covers your counties' parcels, owners and zoning and fits your workflow. Acres, Land id, LandTech, Latapult, LightBox, Pillar and Regrid are the main options, and their emphasis differs, as described above.

How much does site selection software cost? Location analytics platforms are quoted, typically as annual contracts. Most land research tools publish prices, from about $7 a month for a single user to about $1,000 a month for national coverage, with zoning and other data sometimes priced as add-ons.