Scrape real estate agent leads and start roofing outreach
I’m sitting on an airplane right now. Task: The user instructed an AI agent (OpenClaw/Cody) to scrape real estate listing sites (Zillow, Redfin, Realtor.com) for agents listing homes built between 1965 and 2000 in a specific service area. The agent extracted contact details and property data, saved a CSV to Google Drive, and initiated outreach. The user managed this via Discord on a mobile device, acting as the supervisor who defined the target criteria and approved the workflow.; tools: OpenClaw. Human role: The original post does not say how a person stayed involved.; limitations: The post does not specify how the agent handled anti-scraping measures, CAPTCHAs, or rate limits on real estate platforms. It is unclear if the outreach messages complied with local telemarketing or email spam laws (e.g., CAN-SPAM, GDPR). The reliability of scraped contact data is not validated, and the cost of the AI agent's execution is not mentioned..
Tools
Published on Agent Work Atlas:
Overview
I’m sitting on an airplane right now.
Workflow
The user instructed an AI agent (OpenClaw/Cody) to scrape real estate listing sites (Zillow, Redfin, Realtor.com) for agents listing homes built between 1965 and 2000 in a specific service area. The agent extracted contact details and property data, saved a CSV to Google Drive, and initiated outreach. The user managed this via Discord on a mobile device, acting as the supervisor who defined the target criteria and approved the workflow.
Reported result
The source reports that a CSV file was successfully generated in Google Drive and that the agent began sending outreach messages. However, no data is provided regarding response rates, booked inspections, or actual revenue generated. The success of the outreach campaign and the quality of the leads remain unverified in the text.
Human role
The original post does not say how a person stayed involved.
Limitations
The post does not specify how the agent handled anti-scraping measures, CAPTCHAs, or rate limits on real estate platforms. It is unclear if the outreach messages complied with local telemarketing or email spam laws (e.g., CAN-SPAM, GDPR). The reliability of scraped contact data is not validated, and the cost of the AI agent's execution is not mentioned.
Try it
Act as a lead generation assistant. I need to identify real estate agents listing older homes in [Service Area] for a roofing outreach campaign. 1. Scrape [Zillow/Redfin/Realtor.com] for active listings of homes built between [Start Year] and [End Year]. 2. Extract agent name, brokerage, phone, email, and property address. 3. Save the data to a CSV file in [Google Drive Folder]. 4. Draft a personalized outreach message template referencing the property age. Before sending any messages, present the CSV sample and the draft message to me for approval. Do not execute the outreach until I confirm the data quality and message tone. If scraping fails due to blocks, report the error immediately.
Source reports are not independently verified. Publication date is the catalog publication date, not the original article date.