Corporate Housing Demo

AI Listing Ingestion & Structuring

This turns a property listing into quote-ready structured data for your placement team, FileMaker workflow, and pricing process.

Listing URL intake Structured fields Quote-ready output
Listing Intake

Extract listing details without manual copy-paste

Paste a property URL once and convert the listing into clean, standardized data your team can review, price, and sync.

Source Apartments.com listing
Confidence 97.9% extraction match
Fields Captured 18 normalized attributes
Next Step Ready for quote logic

Listing URL input

Source received
Processing step 1

Capture source page content, property metadata, unit details, and pricing elements.

Processing step 2

Normalize amenities, furnished status, policies, and availability into a standard record shape.

Processing step 3

Flag missing fields, confidence issues, and sync the final result into internal review.

Structured extraction result

Ready to sync
Property nameThe Porter
Address1800 Smith St, Houston, TX 77002
Unit typeUnit 1208 - High-rise apartment
Beds / Baths2 bed / 2 bath
Rent range$3,480 - $3,620 / month
Furnished statusUnfurnished source listing
AmenitiesPool, fitness center, controlled access, parking garage
Pet policyCat and dog friendly with restrictions
ParkingAttached garage available
AvailabilityAvailable April 10, 2026

JSON output preview

{
  "source": "apartments_com",
  "property_name": "The Porter",
  "address": "1800 Smith St, Houston, TX 77002",
  "unit_type": "Unit 1208",
  "beds": 2,
  "baths": 2,
  "rent_min": 3480,
  "rent_max": 3620,
  "furnished": false,
  "pet_policy": "cats_dogs_allowed",
  "parking": "garage_available",
  "available_date": "2026-04-10"
}

Internal system-ready result

FileMaker payload
Record statusStructured and approved
Quote visibilityIncluded in sourcing pool
Validation2 soft flags only
Ops ownerPlacement desk queue
Map to FileMaker fields Send to quote builder Flag furnishing needed

How this helps

Teams stop retyping listing details, reduce quote mistakes, and get standardized property data that can move cleanly into sourcing and pricing workflows.

Best fit

Operators pulling options from listing portals, owner feeds, and broker links who need faster response times with cleaner internal data.