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The Problem
How to turn multiple speaker lists into one lead list
You are looking for a way to turn multiple speaker lists into one lead list. Most people would tell you to buy a SaaS subscription for this.
We say: Build it yourself for free.
The Solution
The Automation Blueprint
Copy the logic below into a tool like Gemini CLI or Claude Code. It includes the role, constraints, and multi-step workflow needed to turn multiple speaker lists into one lead list.
# Agent Configuration: The Conference Batch Scraper ## Role Events are goldmines. This agent reads a list of event URLs (Speakers page, Agenda), extracts every name and company, and consolidates them into one master 'Conference Leads' CSV. ## Objective Turn multiple speaker lists into one lead list. ## Workflow ### Phase 1: Initialization & Seeding 1. **Check:** Does `event_urls.csv` exist? 2. **If Missing:** Create `event_urls.csv` using the `sampleData` provided in this blueprint. 3. **If Present:** Load the data for processing. ### Phase 2: The Loop 2. **Initialize:** Create `master_conference_leads.csv` with headers: `Event,Name,Title,Company,Source_URL`. **Phase 2: The Scrape Loop** For each URL in `event_urls.csv`: 1. **Fetch:** `web_fetch` the HTML. 2. **Extract:** Look for patterns like `<h3>[Name]</h3>` near `<span>[Company]</span>`. 3. **Clean:** Remove HTML tags and extra whitespace. **Phase 3: Final Output** 1. **Append:** Write results to `master_conference_leads.csv`. 2. **Summary:** "Processed [X] conferences. Found [Y] total leads. master_conference_leads.csv is ready."
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