// The thesis

A property is never evaluated alone, it is evaluated against the market it sits inside. Lualdi Advisors now returns both halves of that question as a call: REALIST API for the deal, CITIZEN API for the market underneath it.

Lualdi Advisors has launched CITIZEN API alongside REALIST API. Both were built on the same principle: a number that used to require opening a console, or commissioning a market study, is now available to any system that already holds an address, on demand, without a person in the loop.

REALIST API and CITIZEN API

REALIST API and CITIZEN API answer two different questions that every real estate decision actually depends on, and neither one answers the other's.

// REALIST API, THE DEAL
NOI and implied cap rate, financing stress projecting levered cash flow and IRR, design-sensitivity uplift, and a composite verdict score, supported, stretched, or aggressive, for one specific property.
// CITIZEN API, THE MARKET
Rent and pricing benchmarks, cap-rate bands, supply pipeline, and migration and demographic shifts, a modeled read on a market, from MSA down to ZIP code, not a single-property valuation.

Neither is a data feed. Both return the firm's analysis of underlying market and property data, not the raw material itself. And neither is investment advice, a verdict score and a market read are inputs to a decision, not the decision.

How they compose

The two APIs are not simply bundled together. REALIST API's own verdict score depends on CITIZEN API's infrastructure to work at all.

"When REALIST checks whether an asking price is supported or stretched, the cap-rate band it's checking against comes from CITIZEN. You cannot underwrite a single property against nothing. CITIZEN is the market context REALIST was always quietly reaching for, we just made it a call of its own."

- Alex Lualdi - CEO, Lualdi Advisors

CITIZEN tells a system what a market is doing. REALIST tells it what a specific property inside that market is worth. A portfolio system, an acquisition screen, or an internal research tool can call either independently, or call both and get the deal alongside the context that makes the deal defensible.

What CITIZEN API returns

CITIZEN API resolves to the same schema and the same query pattern at every geography, MSA, county, submarket, or ZIP code, whether the market in question is a major metro or a single ZIP inside it.

// RENT & PRICING BENCHMARKS
The going rate by geography and asset type, and which way it has been moving, the reference point for whether a rent roll or an asking price reads like the market or reads like an outlier.
// CAP-RATE BANDS
Where cap rates actually sit for a given asset class, in a given submarket, right now, the band a price has to clear to look defensible, rather than a national average describing nowhere in particular.
// SUPPLY PIPELINE
What is permitted and already under construction, by geography, the supply that is committed and will arrive whether or not the market has priced it in yet.
// MIGRATION & DEMOGRAPHICS
Where people and capital are actually moving, at a market level, the shifts that reach absorption and pricing long before they reach the comps.

Availability

REALIST API and CITIZEN API are both available now. Both are provisioned per client, and CITIZEN API can be scoped to a specific set of markets or wired directly into an existing pipeline.

New institutional enquiries reach the firm on the standard engagement model: by introduction or referral.

// The closing thought

A property without market context is a number with nowhere to stand. REALIST API and CITIZEN API now ship Lualdi Advisors' powerful algorithms, one for the deal, one for the ground it sits on, both a call away.

Sources: Lualdi Advisors firm announcement (lualdiadvisors.com/news); REALIST API and CITIZEN API product documentation (lualdiadvisors.com/realist-api, lualdiadvisors.com/citizen-api). For informational purposes only; not investment advice.