> ## Documentation Index
> Fetch the complete documentation index at: https://docs.aris247.com/llms.txt
> Use this file to discover all available pages before exploring further.

# MLS Grid

> Import MLS Grid listing data into ARIS via CSV or API.

# MLS Grid Integration

MLS Grid provides standardized RESO-compliant listing data from hundreds of MLSs.

## Setup

<Tabs>
  <Tab title="CSV import">
    <Steps>
      <Step title="Export from MLS Grid">
        Export listings from your MLS Grid account as CSV.
      </Step>

      <Step title="Upload to ARIS">
        In the ARIS dashboard, go to **MLS Sync → MLS Grid** and upload the CSV file.
      </Step>

      <Step title="Import">
        ARIS maps fields automatically and imports the data.
      </Step>
    </Steps>
  </Tab>

  <Tab title="API connection">
    <Steps>
      <Step title="Open MLS Sync">
        In the ARIS dashboard, go to **MLS Sync → MLS Grid**.
      </Step>

      <Step title="Enter credentials">
        Enter your MLS Grid credentials.
      </Step>

      <Step title="Sync">
        ARIS syncs listings on a recurring schedule.
      </Step>
    </Steps>
  </Tab>
</Tabs>

## Field mapping

ARIS automatically maps standard RESO fields:

| RESO Field        | ARIS Field |
| ----------------- | ---------- |
| `ListPrice`       | `price`    |
| `UnparsedAddress` | `address`  |
| `City`            | `city`     |
| `StateOrProvince` | `state`    |
| `PostalCode`      | `zip`      |
| `BedroomsTotal`   | `beds`     |
| `BathroomsTotal`  | `baths`    |
| `LivingArea`      | `sqft`     |
| `StandardStatus`  | `status`   |
| `Media`           | `photos`   |

## Semantic search

When listings are imported from MLS Grid, ARIS generates vector embeddings for each property description. This enables `semantic` and `hybrid` search modes, allowing natural language queries like *"modern home with open floor plan near downtown"* to return relevant results even without exact keyword matches.

## Supported MLSs

MLS Grid covers 300+ MLSs. Check the [MLS Grid coverage map](https://www.mlsgrid.com/) for your area.