AI Insights & Predictions

Powered by advanced machine learning

Last generated: Nov 16, 2025 00:00

AI Weekly Summary

This week, you sent 45,231 emails with a 98.2% delivery rate, up 2.1% from last week.

Key Highlights:

  • Gmail delivery improved significantly (+3.5%) after SPF configuration update on Nov 12
  • Yahoo delivery dropped 1.8%, likely due to increased spam filtering during promotional season
  • ProtonMail maintains excellent 99.1% delivery rate

Warnings:

  • Bounce rate from @corporate.com domain increased to 12% (was 2%)
  • Possible cause: Mail server configuration change on their end

Recommendations:

  1. Warm up new IP (149.102.133.34) gradually over 2 weeks
  2. Review email content for Yahoo spam triggers
  3. Consider segmenting @corporate.com emails for investigation
Overall Health:Excellent (98.2% delivery)

7-Day Delivery Predictions

Based on 30 days of historical data

Confidence:
87%

Gmail Insights

Your Gmail delivery is trending upward. DKIM authentication is working well. Continue current practices.

Confidence92%
Predicted next week: 98.5% → 98.9%

Yahoo Insights

Yahoo delivery declining. Pattern matches seasonal spam filter tightening. Recommend: reduce promotional language.

Confidence78%
Predicted next week: 94.1% → 93.5%

Outlook Insights

Stable performance with slight improvements. IP reputation is strong. No action needed at this time.

Confidence85%
Predicted next week: 96.2% → 96.8%

Detected Anomalies (Last 7 Days)

Spike in Gmail bounces (+8%)

Nov 14, 14:30

Resolved

Unusual deferral rate on Yahoo (+5%)

Nov 12, 09:15

Resolved

Slow SMTP response times (+200ms)

Nov 10, 16:45

Resolved

Email Content Recommendations

Top-Performing Subject Lines

Your order #12345 is confirmed99.5%
Password reset requested99.2%
Welcome to our platform98.8%

Risky Patterns Detected

FREE!!! in subject

15% higher bounce rate

>5 links in email

8% higher spam classification

All caps subject lines

12% lower delivery