Scrape real estate listings into Google Sheets with AI extraction

Pulls property listings from real estate websites and saves clean, structured data straight into Sheets.

How the work actually flows

A straight line. Runs once per each listing page.

Pattern: Multiple Instances with a priori Design-Time Knowledge (13)

flowchart TD trig(("provide site url and pages")):::human s0["generate paginated urls"]:::task s1[["extract listing data"]]:::mi s2["check for duplicates"]:::task s3[("update sheet with listings")]:::store trig --> s0 s0 -->|"one per each listing page"| s1 s1 --> s2 s2 --> s3 out[/"structured listings sheet updated"/]:::out pay{{"hours saved on data entry"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepRuns once per itemA personA record or sheetResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
Spreadsheet & Database OpsWeb Scraping & Data CollectionReal Estate & Property
Connects
ScrapeGraph AIGoogle SheetsGoogle Gemini

The problem it solves

Manually browsing listing pages and copying property details into a spreadsheet takes hours, and layouts change often enough to break simple scrapers. You end up with inconsistent data that's hard to use for analysis.

Who it fits

Real estate agencies, analysts, or investors who track property listings across multiple pages.

How it works

  1. You provide the listings site URL and how many pages to check
  2. The system generates the list of paginated URLs to visit
  3. AI reads each listing page and extracts price, location, and details into a consistent format
  4. New listings are added to Google Sheets and existing ones are updated, avoiding duplicates
What you get

Listings organized in a sheet without browsing pages

You get property listings pulled from any real estate site and organized neatly in Google Sheets, updated automatically as new ones appear.

What you get

A Google Sheet of structured property listings, kept up to date without duplicates.

What you need

A ScrapeGraph AI account, a Google Gemini API key, and a Google Sheets account.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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