Cobroker API

CRE Tools for AI Agents

Give any AI agent commercial real estate superpowers. Create projects, enrich properties with ESRI demographics, search Google Places, and run AI research — all via REST API.

Get StartedView Endpoints
import requests

response = requests.post(
    "https://app.cobroker.ai/api/agent/openclaw/projects",
    headers={
        "Content-Type": "application/json",
        "X-Agent-User-Id": "your-user-id",
        "X-Agent-Secret": "your-secret",
    },
    json={
        "name": "Dallas Warehouses",
        "description": "Q1 industrial survey",
        "public": True,
        "properties": [
            {
                "address": "123 Main St, Dallas, TX 75201",
                "fields": {
                    "Price": "$500,000",
                    "Size": "10,000 SF"
                }
            }
        ]
    }
)

project = response.json()
print(project["publicUrl"])

ESRI DEMOGRAPHICS

ESRI GeoEnrichment data. One API call.

Demographics, Tapestry psychographics, consumer spending, crime indexes, business counts, retail marketplace, and more — by radius, drive-time, or walk-time.

Total PopulationTapestry SegmentRestaurant SpendingTotal Crime IndexMedian Home ValueBusiness CountBachelor's Degree %Average Commute TimeRetail DemandAge 25–34
Total PopulationTapestry SegmentRestaurant SpendingTotal Crime IndexMedian Home ValueBusiness CountBachelor's Degree %Average Commute TimeRetail DemandAge 25–34
Median Household IncomeLifeMode GroupRetail JobsProperty Crime IndexSpending Potential IndexEmployee CountWork from Home %Hispanic PopulationDining PropensityMedian Rent
Median Household IncomeLifeMode GroupRetail JobsProperty Crime IndexSpending Potential IndexEmployee CountWork from Home %Hispanic PopulationDining PropensityMedian Rent
Total HouseholdsLaptops & LattesEntertainment SpendingHealthcare JobsIncome $100K–$150KRetail Trade BusinessesGraduate Degree %Diversity IndexFood Service DemandOwner-Occupied Housing
Total HouseholdsLaptops & LattesEntertainment SpendingHealthcare JobsIncome $100K–$150KRetail Trade BusinessesGraduate Degree %Diversity IndexFood Service DemandOwner-Occupied Housing
Median AgeMetro RentersGrocery SpendingPersonal Crime IndexOffice JobsFood Service BusinessesPublic Transit %Age 45–54Shopping PropensityDisposable Income
Median AgeMetro RentersGrocery SpendingPersonal Crime IndexOffice JobsFood Service BusinessesPublic Transit %Age 45–54Shopping PropensityDisposable Income
Population DensitySavvy SuburbanitesRetail SpendingUnemployment RateIncome $250K+Retail Supply GapFitness PropensityRenter-Occupied HousingDaytime PopulationWorking Age Population
Population DensitySavvy SuburbanitesRetail SpendingUnemployment RateIncome $250K+Retail Supply GapFitness PropensityRenter-Occupied HousingDaytime PopulationWorking Age Population
Per Capita IncomeTapestry Top 3Manufacturing JobsMedian Year BuiltUninsured RateTotal EmploymentAge 18–24Black PopulationConstruction JobsAverage Home Value
Per Capita IncomeTapestry Top 3Manufacturing JobsMedian Year BuiltUninsured RateTotal EmploymentAge 18–24Black PopulationConstruction JobsAverage Home Value
Household SizeEducation JobsIncome Under $25KVacant Housing UnitsAsian PopulationFood Service JobsAge 65–74Two or More RacesWhite PopulationIncome $50K–$75K
Household SizeEducation JobsIncome Under $25KVacant Housing UnitsAsian PopulationFood Service JobsAge 65–74Two or More RacesWhite PopulationIncome $50K–$75K
curl -X POST "https://app.cobroker.ai/api/agent/openclaw/projects/{projectId}/demographics" \
  -H "Content-Type: application/json" \
  -H "X-Agent-User-Id: your-user-id" \
  -H "X-Agent-Secret: your-secret" \
  -d '{
    "dataType": "population",
    "radius": 1,
    "mode": "radius"
  }'

# Response:
# { "columnName": "Population (1 mi)",
#   "propertiesEnriched": 12 }

One call per property

Choose any of the 15+ data categories — population, income, Tapestry segment, crime index, spending — specify a radius or drive-time, and every property in your project gets enriched automatically. Results appear as a new column.

LOCATION INTELLIGENCE

Foot Traffic & Visitor Analytics

Visit counts, dwell time, trade areas, competitive rankings, retail sales — for any commercial property.

Visits & Foot Traffic

Estimated visits, daily and hourly traffic patterns, visit trends over time. Track foot traffic to any commercial property, retail store, or venue.

Dwell Time

How long visitors stay — duration segments from quick stops to extended visits. Understand engagement depth at each location.

Trade Area Analysis

True trade areas based on visitor origins by Census Block Group. Drive-time and radius-based trade area boundaries with demographic overlays.

Competitive Rankings

Property-level rankings and competitive benchmarking. Compare foot traffic performance against nearby and similar properties.

Retail Sales Estimates

Transaction volume, average ticket size, and sales trends. Daily revenue estimates derived from mobile location and transaction data.

Visitor Journey

Where visitors come from and where they go. Cross-shopping behavior, favorite chains, and visitor origin analysis.

curl -X POST "https://app.cobroker.ai/api/agent/openclaw/projects/{projectId}/traffic" \
  -H "Content-Type: application/json" \
  -H "X-Agent-User-Id: your-user-id" \
  -H "X-Agent-Secret: your-secret" \
  -d '{
    "dataType": "visits",
    "period": "last_12_months",
    "granularity": "monthly"
  }'

# Response:
# { "columnName": "Monthly Visits",
#   "propertiesEnriched": 8 }

Traffic data as columns

Request visit counts, dwell time, trade area, or retail sales for a time period. Each property in the project gets enriched with the selected metric — monthly trends, hourly patterns, or competitive rankings.

CAPABILITIES

Everything your agent needs

One API for complete CRE data infrastructure.

Project Management

Full CRUD for CRE projects. Create, list, update, delete. Auto-geocode properties. Organize in structured tables with custom fields.

Property Data

Add properties with any custom fields. Automatic geocoding from addresses. Update, merge, and manage across projects.

ESRI

Demographics & Psychographics

ESRI GeoEnrichment: demographics, Tapestry psychographics, consumer spending, crime indexes, business counts, retail marketplace, commute, education. By radius, drive-time, or walk-time.

AI Research

Ask any question about each property. AI researches the web and returns structured answers. Four processor tiers from 15s to 25min.

Google

Places Search

Find businesses, chains, and locations via Google Places API. Preview before saving. Nationwide region search up to 400 results.

Nearby Analysis

What's near each property? Find the nearest business or count place types within a radius. Results as project columns.

Map Layers

Pin brand logos on project maps. Visualize competitive landscape with colored markers. Automatic map view generation.

Async Processing

Long-running enrichments process in background. Poll status endpoints for progress. Results appear as new project columns.

WORKFLOWS

See it in action

Real API calls for common CRE workflows.

import requests

resp = requests.post(
    "https://app.cobroker.ai/api/agent/openclaw/projects",
    headers={
        "Content-Type": "application/json",
        "X-Agent-User-Id": "your-user-id",
        "X-Agent-Secret": "your-secret",
    },
    json={
        "name": "Austin Office Survey",
        "public": True,
        "properties": [
            {
                "address": "100 Congress Ave, Austin, TX 78701",
                "fields": {"Type": "Office", "Size": "25,000 SF"}
            },
            {
                "address": "200 Barton Springs Rd, Austin, TX 78704",
                "fields": {"Type": "Office", "Size": "18,000 SF"}
            }
        ]
    }
)

data = resp.json()
print(f"Created: {data['publicUrl']}")
print(f"Properties: {data['propertyCount']}")

Create a project with properties, custom fields, and automatic geocoding.

INTEGRATIONS

Works with any AI agent

It doesn't matter where your agent lives. Cobroker speaks REST.

OpenClaw

Install the cobroker-projects skill

Claude Code

Use via MCP server discovery

Any REST Client

Standard HTTP — cURL, Python, TypeScript

Coming Soon

CLI

Command-line interface

Coming Soon

Python SDK

Native Python client library

Coming Soon

TypeScript SDK

Native Node.js client library

FOR AI AGENTS

Machine-readable resources

For AI agents and automation, use the tools below.

llms.txt

Machine-readable API description for LLMs

OpenAPI Spec

OpenAPI 3.0 specification (YAML)

API Reference

Full endpoint documentation

Get Started

Sign up for free

Coming Soon

CLI

Command-line interface for Cobroker API

REFERENCE

API Endpoints

Base URL: https://app.cobroker.ai/api/agent/openclaw

GET/projectsList all projects
POST/projectsCreate project with properties
GET/projects/{id}Get project details
PATCH/projects/{id}Update project
DELETE/projects/{id}Delete project
POST/projects/{id}/propertiesAdd properties
PATCH/projects/{id}/propertiesUpdate properties
DELETE/projects/{id}/propertiesDelete properties
GET/projects/{id}/demographicsList 58 demographic types
POST/projects/{id}/demographicsAdd ESRI demographic data
POST/projects/{id}/enrichmentSubmit AI research (async)
GET/projects/{id}/enrichmentCheck enrichment status
POST/projects/{id}/places/searchSearch Google Places
POST/projects/{id}/places/nearbyNearby places analysis

Authentication

All requests require these headers:

X-Agent-User-Id: your-user-id

X-Agent-Secret: your-secret

Content-Type: application/json

FAQ

Frequently asked
questions.

Cobroker is an API platform that gives AI agents commercial real estate capabilities. While traditional CRE tools are built for humans clicking through dashboards, Cobroker is built for agents — making it easy to create projects, manage properties, pull demographics, search places, and run AI research, all via REST API.

GET STARTED

Start building with Cobroker.Your agent's CRE toolkit.

Get StartedRead llms.txt

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For Developers