Free property research tool

Real Estate Market Analyzer

Analyze a market from a city or ZIP. Get listings context, pricing signals, and an investment-oriented summary as structured JSON.

Real Estate Market Analyzer

View Full JSON Response

Market Analysis Input

Enter a location to analyze. All other fields are optional filters to refine your search.

Try the Market Analyzer

Get instant market insights with demo data. Click "Run" to see:

15 property listings with detailed market data
AI market analysis: trends, pricing, and insights
Investment valuations: fair value, confidence scores
Professional reports: ready for presentations

Note: To get real listings, configure OLOSTEP_API_KEY in your environment

Output

Run the tool to see output here.

City or ZIP
Zillow & Redfin context
Structured valuations

Developer experience

Analyze property markets via API.

Use the Answers endpoint to research real estate markets — property valuations, trends, comparable sales, and investment insights.

REST APIAI reasoningMarket analysisProperty dataSource citationsStructured JSON

Read the docs

curl --request POST \
  --url https://api.olostep.com/v1/answers \
  --header 'Authorization: Bearer YOUR_API_KEY' \
  --header 'Content-Type: application/json' \
  --data '{
  "task": "Analyze the real estate market in Austin, TX: median home prices, YoY trends, top neighborhoods, and investment outlook"
}'

Property research from public listing surfaces

The analyzer uses Olostep to research live listing and market pages, then returns a structured view of prices, inventory, and outlook.

Location first
Start with a city or ZIP. Optional beds and price filters narrow the search.
Listing platforms
Point the research at Zillow, Redfin, or both.
Schema templates
Pick a minimal, investment, or detailed output shape — or paste your own JSON schema.

How it works

Each tool is designed around a direct job: provide the input, get a useful output, and move it into your workflow.

1
Enter a location
City/state or ZIP. Add optional filters if you want them.
2
Olostep researches listings
The tool gathers public market context and returns structured JSON.
3
Read the snapshot
Use counts, valuations, and the raw JSON in a memo or model.

Built for practical workflows

These tools are small on purpose: they solve the conversion job quickly, then point teams toward the API path when the workflow becomes recurring or high volume.

Investment screens
Get a first-pass fair value and inventory read on a market.
Relocation briefs
Summarize prices and neighborhoods before a move.
Broker research
Pull a structured snapshot to attach to a client note.

Need this at scale?

Use the Olostep Answers API with a real-estate research task, or scrape listing URLs with /v1/scrapes and llm_extract.

Get API keys API docs

Frequently asked questions

Product & Capabilities

Do I need both city and ZIP?
No. Provide either a location or a ZIP.
Are these official appraisals?
No. Results are research snapshots from public web sources, not licensed appraisals.
Which platforms can I include?
Zillow and Redfin are the default listing surfaces.

Usage & Automation

Which API does it use?
The hosted tool runs through Olostep’s tools API. The public equivalent is POST /v1/answers.
What is a schema template?
A preset JSON shape (minimal, investment, detailed, comparative) so the response fields stay consistent.
Can I automate this?
Yes. Send the same task and schema to /v1/answers.

Pricing & Plans

Is this tool free to try?
The page UI is free to use. Live runs use the Olostep API configured for this site and may be rate limited.
How is API usage priced?
Olostep is usage based. See pricing for current plan details and included credits.
Do I need a credit card to start?
New Olostep accounts include free credits so you can test extraction before scaling.

Real Estate Market Analyzer