Floor-plan pipeline

Two AIs, one simple dataset

The first AI creates the bones. The second AI adds live availability without changing the skeleton.

Demo home

01ZyteFetch both source pages

02Structure AIShape + bones

03Enrichment AIUnits + rent + dates

04Simple JSONViewer + embed + API

Stage one

Structure AI — shape and bones

Galman authority

This pass creates stable plan identities and leaves units: []. It should not guess rent.

InputAI instructions

namebedsbathssq_ftimageaddressphone

Stage two

Enrichment AI — muscles and skin

On-Site authority

This pass receives the skeleton plus availability data and fills only the live fields.

InputAI instructions

unitsrentavailable

Guardrails

Merge and display rules

Version 1

Price ruleNo matched unitsStale after (hours)Extraction schedule

Conservative match order

normalized beds + baths
normalized floor-plan name
square-footage proximity
manual review

Demo data

Choose a property

Live sample

Property

Algon FlatsOn-Site ID 231455

Plans: 3
Units: 6
Updated: 2026-07-22

Open floor-plan view Test responsive embed View simplified JSON ↗

Configuration JSON

Deployable rules

{
  "version": 1,
  "extraction": {
    "provider": "Zyte API",
    "schedule": "Every 6 hours",
    "source_pages": {
      "marketing": "property.floor_plan_page",
      "availability": "property.on_site_page"
    }
  },
  "ai_stages": {
    "structure": {
      "name": "Structure AI",
      "input": "Zyte extraction of property.floor_plan_page",
      "output": "Property metadata, fee facts, and empty floor-plan skeletons",
      "instructions": "Create one stable floor-plan record per marketed plan. Extract the plan name, beds, baths, square feet, and full image URL. Normalize names but preserve meaningful model names. Set units to an empty array. Do not infer availability or rent."
    },
    "enrichment": {
      "name": "Enrichment AI",
      "input": "The Structure AI skeleton plus Zyte extraction of property.on_site_page",
      "output": "The same skeleton with matched units, rent, and availability",
      "instructions": "Match each On-Site unit to an existing skeleton conservatively. Fill only units, rent, availability, price, and price_label. Never rename or create a floor plan unless the record is sent to manual review. Use the lowest matched rent for Starting at; when no units match, use Call for Availability."
    }
  },
  "merge": {
    "floor_plan_match_order": [
      "normalized beds + baths",
      "normalized floor-plan name",
      "square-footage proximity",
      "manual review"
    ],
    "marketing_authority": [
      "name",
      "beds",
      "baths",
      "sq_ft",
      "image",
      "address",
      "phone"
    ],
    "availability_authority": [
      "units",
      "rent",
      "available"
    ],
    "display_price": "Use the lowest rent among currently available matched units.",
    "no_units_label": "Call for Availability",
    "stale_after_hours": 24
  },
  "fee_transparency": {
    "display": "Always show beneath the floor plans.",
    "unknown_value": "Contact property",
    "disclaimer": "Fees may change. Confirm all charges with the property before applying."
  },
  "tracking": {
    "endpoint": "/api/events",
    "events": [
      "floorplan_view",
      "floorplan_expand",
      "availability_click",
      "property_details_click",
      "fee_transparency_view"
    ]
  }
}