What Is Koqi? The Pricing Intelligence Platform Behind RealiFi

Koqi is RealiFi Realty's proprietary pricing intelligence platform. It was built to solve a specific problem: in residential real estate, pricing decisions that should be grounded in data are too often based on gut instinct, outdated comparables, or an agent's desire to win a listing.

Koqi changes that by giving agents and clients a structured, data-driven framework for understanding what a property is actually worth in the current market, not what it was worth six months ago, and not what a seller hopes it might be worth.

Here is how Koqi works.

Koqi ingests and analyzes multiple layers of market data in real time. The platform pulls from MLS transaction records, active and pending listing data, public property records, and proprietary data sets to build a comprehensive picture of market conditions at the neighborhood level.

The first layer is comparable sales analysis. Koqi identifies the most relevant recent transactions based on property characteristics, location proximity, and timing. But unlike a basic CMA, Koqi weights comparables based on similarity scoring, factoring in square footage, lot size, condition, upgrades, architectural style, and micro-location differences like street position, view corridors, and noise exposure.

The second layer is market velocity. Koqi tracks how fast properties are selling in a specific area, how many active listings are competing for buyers, and whether demand is accelerating or cooling. These absorption rate metrics help determine not just what to price at, but when to list and how aggressive to be.

The third layer is buyer demand signals. By analyzing showing activity, saved search patterns, and offer-to-list ratios across comparable properties, Koqi helps predict how much buyer interest a specific listing is likely to generate at various price points.

The fourth layer is trend analysis. Koqi models price trajectories at the neighborhood and zip code level, identifying whether an area is appreciating, stabilizing, or softening. This context is essential for both buyers evaluating long-term value and sellers deciding on timing.

For sellers, Koqi replaces the guesswork in pricing with a defensible, data-backed strategy. Instead of picking a number based on the highest comp and hoping for the best, sellers see exactly where their property fits in the current landscape and what pricing approach is most likely to generate strong offers.

For buyers, Koqi provides confidence before an offer is written. Rather than relying solely on an agent's opinion, buyers can see the data behind a property's valuation and understand whether the asking price is justified, aggressive, or below market.

For agents, Koqi elevates the conversation with clients. Agents can walk sellers through the data that supports a pricing recommendation, and walk buyers through the analysis that informs an offer strategy. The result is more credible representation and better outcomes.

Koqi is not a replacement for agent expertise. It is a tool that makes that expertise sharper, more consistent, and more defensible. The best agents combine local knowledge with data. Koqi provides the data layer.

At RealiFi Realty, every agent has access to Koqi as part of their standard toolkit. It is central to how we deliver pricing intelligence to our clients across Beverly Hills, Los Angeles, and all of California.

To learn more about Koqi, visit koqi.ai.