Suppress Hard-Bounced Contacts
Create a `.env` file:
LLM Evaluation
Evaluated by: xiaomi/mimo-v2-flash:free
Last evaluated: May 17, 2026
Prompt Preview
---
name: suppress-hard-bounced
description: >
Identify and suppress hard-bounced contacts to protect email sender
reputation. Hybrid approach: API for discovery and audit, manual UI
for suppression (hs_marketable_status is read-only via API).
license: MIT
metadata:
author: tomgranot
version: "1.0"
category: database-hygiene
---
# Suppress Hard-Bounced Contacts
## Purpose
Hard-bounced contacts have permanently undeliverable email addresses. Every email sent to them fails, wastes s...
Full prompt length: 12128 characters
Tools & Technologies
- Python
- python