DocumentationAI Analysis
AI Analysis

AI-Powered Deliverability Analysis

AI ingests all your test results—spam scores, accessibility issues, compatibility problems—and synthesizes them into a Deliverability Score with prioritized, actionable fixes.

Why AI Deliverability Analysis?

1 Score
Unified metric from all tests instead of scattered results
Prioritized
Fixes ranked by impact so you know what to fix first
Actionable
Specific fixes you can implement immediately

Supported AI Providers

OpenAI GPT-4o

Advanced model for comprehensive deliverability analysis

Features:
  • Unified Deliverability Score
  • Prioritized fix recommendations
  • Cross-test result synthesis
  • Impact-based prioritization

What Gets Analyzed

Deliverability Score

Unified score combining all test results into one metric

  • Weighted spam score analysis
  • Accessibility impact assessment
  • Compatibility issue severity
  • Overall inbox placement prediction

Prioritized Fixes

Actionable recommendations ranked by impact on deliverability

  • High-impact fixes first
  • Effort vs impact analysis
  • Quick wins identification
  • Critical blockers highlighted

Test Synthesis

Combines spam, accessibility, and compatibility results

  • Cross-test correlation
  • Conflict resolution
  • Holistic issue analysis
  • Root cause identification

Actionable Solutions

Specific code and content fixes you can implement immediately

  • HTML/CSS fix suggestions
  • Content recommendations
  • Alternative approaches
  • Best practice guidance

Configuration

Configure your AI provider directly in the MailLinter app. Go to Dev ToolsAI Settings to select your provider and enter your API key.

AI Settings in MailLinter
AI Settings configuration in MailLinter showing provider selection and API key input
Privacy Notice: API keys are stored in memory only and never saved to disk. Email content is sent to the selected AI provider for analysis.

How It Works

1

Configure AI Provider

Go to Dev Tools → AI Settings and select your preferred AI provider (OpenAI or Anthropic). Enter your API key to enable analysis.

2

Run Your Tests

Send your email to MailLinter and run spam, accessibility, and compatibility tests as usual.

3

Click AI Analysis

The AI ingests all test results and synthesizes them into a unified analysis.

4

Get Your Deliverability Score

Review your overall score and prioritized fixes ranked by impact on inbox placement.

Pro Tips for AI Analysis

Getting Better Results

  • Run all tests (spam, accessibility, compatibility) before AI analysis
  • More test data = more comprehensive recommendations
  • Use real content for accurate deliverability scoring

Workflow Tips

  • Focus on high-priority fixes first for maximum impact
  • Re-run AI analysis after making changes to track improvement
  • Use the Deliverability Score as your go/no-go metric