How to Extract Event Listings From Multiple Websites With AI

<p>Collecting event listings from multiple sources manually is tedious and error-prone. AI agents automate the process, gathering dates, titles, venues, and links from diverse websites into a single structured list.</p>

<h2>Why This Matters</h2>

<p>Events are scattered across city calendars, venue sites, ticketing platforms, and community boards. Manual aggregation misses events, duplicates entries, and consumes significant time. Automation makes comprehensive listings practical.</p>

<h2>The Collection Process</h2>

<p>The agent visits each source, navigates to the events section, extracts visible listings, and handles pagination. It interprets date formats, normalizes venue names, and captures registration or ticket links.</p>

<h2>Normalization Challenges</h2>

<p>One site shows "March 15, 2024 at 7:00 PM"; another shows "15.03.24 19:00"; a third shows "Fri Mar 15 7p". The agent converts all to ISO 8601 format for sorting and comparison. Venue names are standardized to prevent duplicates.</p>

<h2>Deduplication and Enrichment</h2>

<p>The same event often appears on multiple sites. Deduplication logic matches by date, title similarity, and venue, consolidating entries while preserving all source links. Enrichment adds fields like category, ticket availability, or organizer contact.</p>

<h2>Delivery Formats</h2>

<p>Output as CSV, Excel, calendar feed, or database import. Columns include date, time, title, venue, description, category, registration link, and source URLs.</p>

<p>The result is a comprehensive, current event listing ready for publication, filtering, or integration into calendars and directories.</p>