Real Estate

Your listing says "3BR/2BA, 1,800 sqft." Your buyer typed "family home near good schools with a backyard."

Beam enriches every property listing with neighborhood context, lifestyle signals, and buyer intent — so searches match how people actually think about where to live.

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RAW CATALOG DATA
Suburban family home product photo
title:3 Bedroom Home - Oak Park
beds/baths:3 BD / 2 BA
sqft:1,800
neighborhood:null
lifestyle:null
AI-ENRICHED KNOWLEDGE
Suburban family home — enriched
title:Charming 3BR Family Home — Oak Park
layout:3 BD / 2 BA, open floor plan, fenced backyard
neighborhood:Top-rated schools (8/10+), 12 min to downtown, walkable to parks
lifestyle:Young families, first-time buyers, dog owners
vibe:Tree-lined streets, weekend farmers market, quiet cul-de-sac

Enrichment

What Beam adds for Real Estate

Three layers of AI analysis turn every listing into a rich knowledge node — structured, contextual, and discoverable.

Layer 01

Property Intelligence

Beam reads between the lines of every listing — analyzing photos for finish quality, natural light, layout flow, and renovation state that descriptions never mention.

Finish quality: builder-grade, updated, luxury finishes
Natural light: south-facing windows, open sightlines
Layout: open concept, split bedrooms, flex room
Condition: move-in ready, cosmetic fixer, full renovation
Layer 02

Neighborhood Context

Beam layers in everything the MLS doesn't tell you — school ratings, commute times, walkability, grocery proximity, noise levels — the stuff that actually sells a home.

Schools: elementary 9/10, middle 7/10, 0.4 mi walk
Commute: 18 min to Loop via Metra, 25 min by car
Walkability: 82/100, bike score 71, transit score 65
Nearby: Whole Foods 0.3 mi, dog park 0.2 mi, library 0.5 mi
Layer 03

Lifestyle Matching

Beam figures out who would love living here — not just who can afford it. Young professionals, growing families, retirees, remote workers — each with different non-negotiables.

"Perfect for a family with kids under 10"
"Great for remote workers — dedicated office space"
"Walkable neighborhood for car-free living"
"Entertainer's dream — open kitchen, big backyard"

Search

Same query. Wildly different results.

See what happens when search understands intent, not just keywords.

starter home for a young couple who works downtown and has a dog
traditional-search.com
Keyword Matching

Downtown Condo — 1BR/1BA

Matched "downtown" — too small, no yard

Keyword match

Dog Grooming Business — Commercial

Matched on "dog" — wrong property type entirely

Keyword match

Starter Kit Home Tool Set

Matched "starter home" — not real estate

Keyword match
powered by Beam
Intent Understanding

2BR Bungalow — Logan Square, Fenced Yard

Commute: 20 min to Loop, dog-friendly neighborhood

Intent match

3BR Ranch — Oak Park, Near Dog Park & Metra

Starter price range, 15 min express train downtown

Lifestyle match

2BR Townhome — Bucktown, Private Patio

Walk score 89, pet-friendly building, under $400K

Context match

Benefits

Why Real Estate teams choose Beam

From enrichment to discovery, Beam solves the problems that keep your products invisible.

01

Beyond Beds-and-Baths Search

Nobody falls in love with a home because it has 2.5 bathrooms. Beam lets buyers search by what actually matters — "quiet street," "natural light," "room for a home office" — and actually get results.

02

Neighborhood Intelligence

Every listing becomes a window into the neighborhood. School quality, commute reality, weekend walkability, noise levels — the context that turns a house into a home.

03

Lifestyle Matching

A retired couple and a family of five both search for "3-bedroom homes" but want completely different things. Beam matches on lifestyle, not just square footage.

04

AI Agent Discovery

When an AI assistant helps someone find their next home, your enriched listings are what it recommends. No neighborhood context, no lifestyle data — no recommendation.

Make every listing livable. Every neighborhood searchable.

Join real estate platforms already using Beam to turn flat MLS data into rich, lifestyle-aware property knowledge.

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