Prompt
How do I monitor transactional email delivery?
Latest observation
To monitor transactional email delivery, track the full lifecycle of each message and set up alerts and dashboards around the key events:
1) Capture delivery events from your email provider
Use webhooks or event streams from your provider (e.g., SendGrid, SES, Mailgun, Postmark, SparkPost) to record:
- Accepted / queued: your app handed off the email
- Delivered: recipient server accepted it
- Bounced: failed permanently or temporarily
- Deferred / delayed: temporary issue, retry later
- Opened: recipient opened it
- Clicked: links were clicked
- Spam complaint / unsubscribe: negative engagement
- Suppressed / blocked: provider refused to send due to list hygiene or policy
Store these events in your database or analytics pipeline with:
- message ID
- recipient
- template/type
- timestamp
- provider response code
- campaign or transaction ID
2) Define the metrics that matter
Common operational metrics:
- Delivery rate = delivered / sent
- Bounce rate = bounced / sent
- Deferral rate
- Complaint rate
- Open/click rates (less reliable for some clients, but still useful)
- Latency: send time → delivered time
- Retry success rate
- Suppression rate
For transactional email, also track by email type:
- password resets
- receipts
- verification emails
- OTPs
- notifications
That helps you spot if one template or flow is failing.
3) Monitor deliverability health
Beyond raw delivery events, watch for signs of inboxing problems:
- sudden spike in bounces or deferrals
- increased complaints/unsubscribes
- low engagement for important flows
- sending to bad/invalid domains
- domain authentication issues:
- SPF
- DKIM
- DMARC
- sender reputation changes
- IP warm-up issues if using dedicated IPs
4) Set up alerts
Create alerts for anomalies such as:
- bounce rate above a threshold
- complaint rate above a threshold
- delivery latency > X minutes
- provider webhook failures
- authentication failures
- drop in delivered messages for a critical template
- spike in deferrals or blocks by a specific domain
Use paging for critical issues and email/slack notifications for lower-severity ones.
5) Build a simple dashboard
A useful dashboard might show:
- sent vs delivered vs bounced over time
- delivery latency percentiles
- top failing recipient domains
- bounce reasons breakdown
- status by email template
- provider webhook success/failure
- authentication pass/fail rates
6) Add message-level tracing
Assign a unique internal ID to each email and propagate it through:
- application logs
- email provider metadata/custom headers
- webhook event records
This makes it easy to answer:
- “Was this reset email sent?”
- “Did the provider accept it?”
- “Was it delivered?”
- “Why did it bounce?”
7) Reconcile sending with application events
For transactional flows, compare:
- user action occurred
- email requested
- email accepted by provider
- email delivered
This helps detect gaps where your app thinks an email was sent but it never was.
8) Periodically test deliverability
Use seed/test inboxes across major providers:
- Gmail
- Outlook
- Yahoo
- corporate domains
Check:
- inbox vs spam placement
- authentication results
- render quality
- link tracking behavior
9) Handle provider limitations
Note that “delivered” does not always mean “read” or “seen.” Some providers also:
- don’t expose all mailbox-provider-level rejection reasons
- may retry silently on transient failures
- may not report open events reliably due to privacy features
So focus on delivery + bounce + complaint + latency as your core operational signals.
If you want, I can also give you:
- a recommended schema for storing email events,
- a dashboard spec,
- or examples for SendGrid/SES/Postmark webhook setup.