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lovable-integrationsEdge Function Integration

How to Integrate Lovable with Realtor.com

Connect Realtor.com to Lovable using the Realtor.com API available through RapidAPI. Create an Edge Function that calls the API with your RapidAPI key stored in Cloud Secrets. Build residential property search interfaces, home value displays, and neighborhood market trend tools. This API covers US residential listings, property details, and market statistics from Realtor.com's extensive consumer database.

What you'll learn

  • How to subscribe to the Realtor.com API on RapidAPI and obtain your API key
  • How to create a Lovable Edge Function that proxies Realtor.com property search and listing requests
  • How to build a residential property search UI with filters, map integration, and listing cards
  • How to display home value estimates and neighborhood market trends from Realtor.com data
  • When Realtor.com is the right data source versus commercial property platforms like CoStar
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Intermediate14 min read30 minutesReal EstateMarch 2026RapidDev Engineering Team
TL;DR

Connect Realtor.com to Lovable using the Realtor.com API available through RapidAPI. Create an Edge Function that calls the API with your RapidAPI key stored in Cloud Secrets. Build residential property search interfaces, home value displays, and neighborhood market trend tools. This API covers US residential listings, property details, and market statistics from Realtor.com's extensive consumer database.

Build Residential Property Search and Home Value Tools with Realtor.com

Realtor.com is one of the most comprehensive residential real estate databases in the United States, with millions of active and historical property listings, home value estimates, school ratings, neighborhood data, and market trend statistics. If you are building a consumer-facing real estate app, a home search feature for a mortgage or financial product, or a neighborhood analysis tool, Realtor.com's API provides the depth of residential data you need.

The Realtor.com API is available through RapidAPI — a developer marketplace that handles API subscription management and billing. You subscribe to the Realtor.com API tier that matches your usage volume, and RapidAPI provides a single API key that works across all Realtor.com endpoints. This makes getting started faster than direct enterprise API agreements.

Lovable's Edge Function routes all Realtor.com API calls server-side, keeping your RapidAPI key protected. The frontend calls the Edge Function with search parameters — city, zip code, price range, bedroom count, property type — and the Edge Function returns formatted listing data that Lovable's React components display as property cards, maps, or data tables. Home value features, market trend charts, and neighborhood comparisons are all buildable with this integration.

Integration method

Edge Function Integration

Realtor.com's API connects to Lovable through an Edge Function that calls the RapidAPI-hosted Realtor.com endpoints with a RapidAPI key stored in Cloud Secrets. Property search, listing details, and market data all route through the Edge Function so API credentials stay server-side.

Prerequisites

  • A Lovable account with a project open and Lovable Cloud enabled
  • A RapidAPI account at rapidapi.com and a subscription to the Realtor.com API (realtor-com4.p.rapidapi.com)
  • Your RapidAPI key from rapidapi.com/developer/dashboard
  • Understanding of which Realtor.com endpoints your subscription tier includes (free tiers have low request limits)
  • A defined use case — residential property search, home value estimation, or neighborhood market analytics

Step-by-step guide

1

Subscribe to the Realtor.com API on RapidAPI

Go to rapidapi.com and search for 'Realtor.com' or navigate directly to the Realtor.com API page (realtor-com4.p.rapidapi.com is the current version as of 2026). Click 'Subscribe to Test' to access the free tier, or choose a paid plan if you need higher request volumes. RapidAPI offers several Realtor.com API tiers. The free tier provides 100-500 requests per month — suitable for development and low-traffic apps. Paid tiers start at around $10-30/month for higher volumes. Review the available endpoints on the API page: property search, property details, autocomplete (for address input), neighborhood data, market statistics, and more. After subscribing, find your RapidAPI key on the developer dashboard at rapidapi.com/developer/dashboard. All RapidAPI keys start with a long alphanumeric string. This single key works for all APIs you subscribe to on RapidAPI — Realtor.com, Zillow, and any other RapidAPI-hosted real estate APIs you add later. Note the exact endpoint URLs and required headers from the Realtor.com API documentation page on RapidAPI. Every RapidAPI call requires two headers: X-RapidAPI-Key (your key) and X-RapidAPI-Host (the specific API host, e.g., realtor-com4.p.rapidapi.com).

Pro tip: Test Realtor.com API endpoints directly in RapidAPI's built-in API tester before building your Lovable integration. This confirms your subscription is active, shows you the exact request parameters and response structure, and helps you identify which fields are available for your use case.

Expected result: You are subscribed to the Realtor.com API on RapidAPI. You have your RapidAPI key and have tested at least one endpoint to confirm it returns residential property data.

2

Add RapidAPI Credentials to Cloud Secrets

In Lovable, click the '+' button next to the Preview panel to open the Cloud tab, then navigate to Secrets. Add these secrets: - RAPIDAPI_KEY: your RapidAPI developer key - REALTOR_API_HOST: the Realtor.com API host on RapidAPI (e.g., realtor-com4.p.rapidapi.com) Storing the API host as a separate secret is useful because RapidAPI periodically updates API versions — when a new version is released (e.g., realtor-com5.p.rapidapi.com), you update only the secret rather than the Edge Function code. Some developers already use RapidAPI for other services. If your RAPIDAPI_KEY is already in Cloud Secrets under a different name, reuse it — RapidAPI keys work across all subscribed APIs. You only need REALTOR_API_HOST as a Realtor.com-specific secret. Do not store these credentials in frontend code. RapidAPI keys have usage-based billing — an exposed key could result in unexpected charges from unauthorized use. Lovable's Cloud Secrets ensure the key stays server-side and is never included in the React bundle.

Pro tip: Check your RapidAPI dashboard for usage alerts. You can set notification thresholds so you receive an email when you approach your monthly request limit — this prevents unexpected overages on paid tiers.

Expected result: RAPIDAPI_KEY and REALTOR_API_HOST are saved in Cloud Secrets. The Edge Function can read them via Deno.env.get() for authenticating Realtor.com API calls.

3

Create the Realtor.com Search Edge Function

Create the Edge Function that proxies Realtor.com API requests. The function adds the RapidAPI authentication headers and forwards search requests from your Lovable frontend to Realtor.com's endpoints. Realtor.com's property search endpoint accepts query parameters for location (city and state, or zip code), price range (list_price_min, list_price_max), bedrooms (beds_min, beds_max), bathrooms (baths_min), square footage (sqft_min, sqft_max), property type (type: single_family, condo, townhomes, multi_family, land, mobile), and status (for_sale, for_rent, sold). The response includes a properties array with: property_id, permalink (Realtor.com URL), primary_photo (thumbnail URL), location (full address details), description (beds, baths, sqft, type), list_price, status, and open_houses if any. Some fields are nested objects — tell Lovable the structure explicitly so it generates correct field access code in the React components. For address autocomplete (useful for the search bar), Realtor.com has a /locations/search endpoint that returns city, state, zip, and neighborhood suggestions. Add this as a second operation in the Edge Function to support autocomplete in the property search UI.

Lovable Prompt

Create an Edge Function called realtor-proxy at supabase/functions/realtor-proxy/index.ts. Read RAPIDAPI_KEY and REALTOR_API_HOST from Deno environment variables. Accept POST requests with: operation (search, getProperty, autocomplete), and operation-specific params (for search: city, state, zipCode, priceMin, priceMax, bedsMin, bathsMin, propertyType, status, page, limit; for getProperty: propertyId; for autocomplete: query string). Add RapidAPI headers: X-RapidAPI-Key and X-RapidAPI-Host. Call the appropriate Realtor.com endpoint, handle errors (404 for no results, 429 for rate limits), and return the response. Include CORS headers.

Paste this in Lovable chat

supabase/functions/realtor-proxy/index.ts
1// supabase/functions/realtor-proxy/index.ts
2import { serve } from "https://deno.land/std@0.168.0/http/server.ts";
3
4const corsHeaders = {
5 "Access-Control-Allow-Origin": "*",
6 "Access-Control-Allow-Headers": "authorization, x-client-info, apikey, content-type",
7 "Access-Control-Allow-Methods": "POST, OPTIONS",
8};
9
10serve(async (req: Request) => {
11 if (req.method === "OPTIONS") {
12 return new Response("ok", { headers: corsHeaders });
13 }
14
15 try {
16 const apiKey = Deno.env.get("RAPIDAPI_KEY");
17 const apiHost = Deno.env.get("REALTOR_API_HOST");
18
19 const { operation, ...params } = await req.json();
20 const headers = {
21 "X-RapidAPI-Key": apiKey || "",
22 "X-RapidAPI-Host": apiHost || "",
23 "Accept": "application/json",
24 };
25
26 let url = `https://${apiHost}`;
27 let queryParams: Record<string, string> = {};
28
29 if (operation === "search") {
30 url += "/properties/search-with-filters";
31 if (params.city) queryParams.city = params.city;
32 if (params.state) queryParams.state_code = params.state;
33 if (params.zipCode) queryParams.postal_code = params.zipCode;
34 if (params.priceMin) queryParams.list_price_min = String(params.priceMin);
35 if (params.priceMax) queryParams.list_price_max = String(params.priceMax);
36 if (params.bedsMin) queryParams.beds_min = String(params.bedsMin);
37 if (params.propertyType) queryParams.type = params.propertyType;
38 if (params.status) queryParams.status = params.status;
39 queryParams.limit = String(params.limit || 20);
40 queryParams.offset = String(((params.page || 1) - 1) * (params.limit || 20));
41 } else if (operation === "getProperty") {
42 url += `/properties/${params.propertyId}`;
43 } else if (operation === "autocomplete") {
44 url += "/locations/search";
45 queryParams.query = params.query;
46 }
47
48 const fullUrl = Object.keys(queryParams).length
49 ? `${url}?${new URLSearchParams(queryParams)}`
50 : url;
51
52 const response = await fetch(fullUrl, { headers });
53 const data = await response.json();
54 return new Response(JSON.stringify(data), {
55 status: response.status,
56 headers: { ...corsHeaders, "Content-Type": "application/json" },
57 });
58 } catch (error) {
59 return new Response(JSON.stringify({ error: error.message }), {
60 status: 500, headers: { ...corsHeaders, "Content-Type": "application/json" },
61 });
62 }
63});

Pro tip: The Realtor.com API on RapidAPI occasionally changes endpoint URLs when major versions update. If calls suddenly fail with 404, check the RapidAPI Realtor.com page for updated endpoint paths and update the REALTOR_API_HOST secret if a new version (like realtor-com5.p.rapidapi.com) has been released.

Expected result: The realtor-proxy Edge Function is deployed and a test property search returns listing data. Property cards should include photos, prices, and bedroom counts.

4

Build the Property Search UI

With the Edge Function working, open the Lovable chat and describe the property search interface. Provide the Realtor.com response field structure so Lovable generates correct data access code. Realtor.com's property objects have this general structure: { property_id, permalink (URL to Realtor.com listing), primary_photo: { href: photoUrl }, location: { address: { line, city, state_code, postal_code }, county }, description: { beds, baths_consolidated, sqft, type, year_built }, list_price, status }. The primary_photo.href is the thumbnail URL for the listing photo. For a residential property search UI, the standard components are: a location search bar with autocomplete (using the autocomplete operation), price range and bedroom filters, a results grid with property cards, and a side map showing properties as pins (which you can add with Mapbox or Google Maps, but describe this separately to avoid overcomplicating the initial build). Pagination uses an offset parameter — track the current page in React state and calculate the offset (page - 1) * pageSize. Realtor.com returns a total count in the response so you can display 'Showing 1-20 of 543 homes'.

Lovable Prompt

Using the realtor-proxy Edge Function, build a home search page. The Realtor.com response returns results with properties array, each property has: property_id, permalink, primary_photo.href (thumbnail URL), location.address (line, city, state_code, postal_code), description (beds, baths_consolidated, sqft, type, year_built), list_price, status. Build: a search bar at the top with city/zip autocomplete using the autocomplete operation, filter row with property type (dropdown), price range (two inputs), min beds (dropdown 1-5+), a 'Search' button, results as a responsive grid of property cards showing the thumbnail photo (with fallback if no photo), price formatted as $XXX,XXX, address, bed/bath/sqft, and a link opening the Realtor.com listing in a new tab. Show total result count and load more pagination.

Paste this in Lovable chat

Pro tip: Realtor.com listing photos are hotlinked from Realtor.com's CDN — display them using standard img tags with a CSS aspect ratio. Add a fallback background color for listings with no photos to avoid broken image icons in the UI.

Expected result: A property search page loads with location search and filters. Submitting a search displays property cards with photos, prices, and key details. Clicking a listing card opens the full listing on Realtor.com.

5

Add Home Value and Market Trends Features

After property search is working, extend the integration to show home values and market trends. These features add depth to the app and are particularly useful for mortgage tools, financial planning apps, or real estate investor dashboards. The Realtor.com API includes property value estimates and neighborhood statistics. When a user looks up a specific address, the response can include an estimate value, estimate range (low/high), and historical price data. For market trends, some endpoint tiers provide median list price, median days on market, and number of active listings by zip code or neighborhood. For a home value estimator flow: add an address search input that uses the autocomplete operation, then fetches the property by ID to get the estimate and last sold price. Display the current estimate prominently with a 'vs. last sold' comparison. A trend chart showing price over time adds significant value for users assessing whether to buy or sell. These data features add real value to your app and often differentiate it from a basic listing search. For complex real estate applications combining multiple data sources, Realtor.com valuations with CoStar market analytics, and custom investment calculators, RapidDev's team can help architect the full data layer.

Lovable Prompt

Add a home value lookup feature to my Lovable app. Using the realtor-proxy Edge Function with the getProperty operation, build a 'Home Value' page where users enter an address (with autocomplete), see the property's Realtor.com estimate, last sold price and date, and the price trend for the neighborhood over 6 months. Show estimate with a confidence indicator, comparison between estimate and last sold price (with percentage change), and neighborhood median price for context. Display as a clean summary card suitable for embedding in a financial dashboard.

Paste this in Lovable chat

Expected result: The home value feature loads property estimates from Realtor.com's API. Users can enter an address and see current valuation alongside historical context.

Common use cases

Build a home search tool embedded in a mortgage or financial app

A mortgage pre-qualification app wants to show users homes they can afford based on their approved loan amount and down payment. The Realtor.com API searches listings within a price range and returns properties with photos, addresses, and key details to display alongside the affordability calculation.

Lovable Prompt

I'm building a mortgage affordability tool. After users enter their down payment and loan amount, I want to show them homes they could afford. I have a RapidAPI key for the Realtor.com API stored as RAPIDAPI_KEY in Cloud Secrets. The Realtor.com search endpoint is https://realtor-com4.p.rapidapi.com/properties/search-with-filters. Create an Edge Function called realtor-search that accepts city, state, maxPrice, minBedrooms, and propertyType parameters. Then build a results section showing property cards with photo, address, price, beds/baths, sqft, and a 'View on Realtor.com' link using the property detail URL.

Copy this prompt to try it in Lovable

Create a neighborhood home value estimator feature

A financial planning app wants a 'What is my home worth?' feature. The user enters an address, the Realtor.com API returns the property's estimated value, recent sales history, and how the neighborhood median price has trended over the past 12 months.

Lovable Prompt

I want to add a home value estimator to my financial planning app. Using the Realtor.com API with RAPIDAPI_KEY in Cloud Secrets, create an Edge Function that: takes a street address and zip code, looks up the property details and value estimate, and returns current estimate, low/high estimate range, last sold price and date, and 12-month price trend for the neighborhood. Build a home value card component showing this data with a trend arrow (up/down/flat), comparison to neighborhood median, and a chart of historical values if available.

Copy this prompt to try it in Lovable

Build a neighborhood market trends dashboard

A real estate investor wants to track market conditions in specific zip codes — median list price, days on market, price per square foot, and number of active listings. A Lovable dashboard fetches this from Realtor.com's market statistics endpoints and displays trends over time.

Lovable Prompt

Build a neighborhood market dashboard using the Realtor.com API via RAPIDAPI_KEY in Cloud Secrets. The market statistics endpoint is https://realtor-com4.p.rapidapi.com/locations/search for geocoding and https://realtor-com4.p.rapidapi.com/properties/search-with-filters for market data. Allow users to enter a zip code and see: median list price, median days on market, number of active listings, price per sqft trend over 6 months. Show comparison badges (vs previous month). Use Recharts for the trend charts and shadcn/ui Card components for the metrics.

Copy this prompt to try it in Lovable

Troubleshooting

Realtor.com API returns 'You are not subscribed to this API' error

Cause: The RapidAPI subscription is not active for the specific Realtor.com API endpoint, or the subscription has lapsed.

Solution: Log in to rapidapi.com and verify your subscription to the Realtor.com API is active. Check that you are subscribed to the correct API — there are multiple Realtor.com APIs on RapidAPI; ensure you're using the current active version (realtor-com4.p.rapidapi.com as of 2026). If your subscription expired, renew it. Ensure the X-RapidAPI-Host header in your Edge Function matches the exact host of the API you subscribed to.

Property photos return broken images or 403 errors when displayed

Cause: Realtor.com photo URLs from the API are CDN-hosted and may require referrer headers or may expire after a period.

Solution: Display Realtor.com photos using standard img tags with the URL directly from the API response. Add an error handler to show a placeholder image when a photo fails to load. Do not attempt to proxy or cache Realtor.com photos — this would violate RapidAPI's terms of service for the Realtor.com API.

typescript
1<img
2 src={property.primary_photo?.href}
3 alt={property.location.address.line}
4 onError={(e) => { (e.target as HTMLImageElement).src = '/placeholder-home.svg'; }}
5 className="w-full h-48 object-cover"
6/>

Search returns no results for valid US cities and zip codes

Cause: The parameter names or values do not match the Realtor.com API's expected format. Realtor.com uses state_code (two-letter abbreviation) not state (full name), and city names are case-sensitive.

Solution: Verify parameter names against the RapidAPI documentation page for the current Realtor.com API version. Common issues: use state_code: 'CA' not state: 'California', ensure city names are capitalized (San Francisco not san francisco), and verify the status parameter uses Realtor.com's accepted values (for_sale, for_rent, recently_sold). Test individual parameters in RapidAPI's tester before debugging in the Edge Function.

RapidAPI returns 429 Too Many Requests during normal usage

Cause: The free tier of the Realtor.com API on RapidAPI has low request limits (often 100-500 per month). Development testing quickly exhausts free tier quotas.

Solution: Upgrade to a paid RapidAPI plan for the Realtor.com API to get higher limits, or implement response caching in your Edge Function. Cache property search results in Supabase or Redis for a few hours — the same search query (same city, filters) can be cached and served without calling the API again. This is especially useful for popular searches.

Best practices

  • Cache Realtor.com API responses in Supabase or Redis for 1-6 hours to minimize RapidAPI request consumption and improve response times
  • Add address autocomplete using Realtor.com's /locations/search endpoint to help users find exact city and zip code values accepted by the search API
  • Always display Realtor.com listing photos with error fallbacks since some properties have no photos or expired photo URLs
  • Link property cards to their full Realtor.com listing (permalink field) in a new tab so users can access full listing details beyond what your API tier returns
  • Use the state_code (CA, NY, TX) format rather than full state names when passing state parameters to the Realtor.com API
  • Monitor your RapidAPI monthly usage in the RapidAPI dashboard and set billing alerts to prevent unexpected overage charges on paid tiers
  • Implement debouncing on the location autocomplete input so the Realtor.com API is called at most once per 300ms while the user is typing
  • Note that Realtor.com API data on RapidAPI is for US residential properties only — for commercial properties, CoStar is the appropriate data source

Alternatives

Frequently asked questions

Is the Realtor.com API on RapidAPI officially supported by Realtor.com?

The Realtor.com API on RapidAPI is a third-party integration that provides access to Realtor.com's public listing data. It is not the official Realtor.com enterprise API offered directly through Move, Inc. (Realtor.com's parent company). For enterprise applications requiring a direct data license, contact Realtor.com directly. For startup and mid-market applications, the RapidAPI version is commonly used and provides access to the same public listing data.

Can I display Realtor.com listing photos in my Lovable app?

Realtor.com photo URLs from the API can be displayed in your React components using standard img tags. However, caching, downloading, or re-hosting these photos is generally prohibited by Realtor.com's terms of service. Always display photos by directly referencing the URL from the API response, with a fallback image for listings with no photos.

How accurate are Realtor.com's home value estimates?

Realtor.com uses automated valuation models (AVMs) that aggregate recent sales data, property characteristics, and market trends. Accuracy varies by market and data density — estimates are generally within 5-10% of actual sale prices in active markets with good data coverage. For thin markets or unique properties, accuracy decreases. Your UI should display estimates with a confidence range (low/high estimate) rather than presenting a single number as definitive.

Does Realtor.com API cover rental listings or only for-sale properties?

Yes, Realtor.com includes both for-sale and for-rent residential listings. Pass status: 'for_rent' in your search parameters to retrieve rental listings. The rental data includes monthly rent price, available date, and similar property details to the sale listings. Coverage is strongest in major US metropolitan areas.

What is the difference between this integration and connecting to Realtor.com's enterprise API?

The RapidAPI integration provides access to public Realtor.com listing data through a shared API with rate limits and pay-per-request pricing. Realtor.com's direct enterprise API (available through Move, Inc.) offers higher volume data feeds, bulk data access, listing syndication rights, and direct partnership terms. For production apps expecting millions of requests per month or requiring listing syndication, contact Realtor.com's partnership team. For apps under 10,000 requests per day, the RapidAPI integration is typically sufficient and significantly easier to set up.

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