> ## Documentation Index
> Fetch the complete documentation index at: https://docs.firstquadrant.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Qualification

> Week 19, 2024 — May 6 to May 12

In February, we released the feature preview of a new feature called AI prospecting. Today, we're excited to announce that AI prospecting is now called Qualification, and is now available to all customers. Qualification is a new feature that uses LLMs to help you find relevant leads that match your ICP. After you select an audience using traditional filters (e.g., Founders of Series A startups in the Marketing industry headquartered in San Francisco), you can ask custom questions like "Is this company remote work-friendly?" or "Is this company funded by Y Combinator?" and your prospects will be filtered to match your criteria. You can also add custom rules for qualification based on negative responses, enrichment status, work or personal emails, and more.

## Fixes & improvements

* Added support for duplicating existing campaigns to help you quickly create similar outreach sequences.
* Updated automated replies to referral emails to specifically mention the previous exchange for better context.
* Improved database query performance by adding additional indices to speed up common operations.
* Redesigned the "Schedule" interface when creating and updating campaigns to use the number of emails instead of first contacts for clearer campaign planning.
* Added custom headers to all emails sent by FirstQuadrant to improve tracking and debugging capabilities.
* Fixed an issue where syncing emails from connected mailboxes was experiencing delays.
* Fixed a display issue where the HTML content of forwarded emails was not rendering correctly.
* Resolved a synchronization issue where emails were occasionally being synced multiple times.
* Fixed a contact matching issue where provided Apollo IDs were not being used when processing uploaded CSV audiences.
* Resolved a race condition where email replies were being processed before the email sync was complete.