AI Features

Oblic integrates advanced AI capabilities using LangChain and Google Generative AI to supercharge your marketing efforts. Generate content, optimize campaigns, and get intelligent recommendations.

Content Generation

Email Copy

AI-powered email writing:

Subject Lines:

• Generate multiple variations
• Optimize for open rates
• A/B test suggestions
• Personalization tips

Example prompts:

Generate subject lines for a summer sale
Create urgency-focused subject lines
Write friendly welcome email subjects

Email Body:

• Complete email drafts
• Intro paragraphs
• Call-to-action text
• Product descriptions

Tone Adjustments:

• Formal ↔ Casual
• Serious ↔ Playful
• Brief ↔ Detailed
• Technical ↔ Simple

Message Variations

Create multiple versions for testing:

1. Write or paste your content
2. Click Generate Variations
3. Choose tone and length
4. Review AI suggestions
5. Use in campaigns or A/B tests

Translation

Translate content to multiple languages:

• 12 supported languages
• Context-aware translation
• Preserve personalization variables
• Maintain formatting

Campaign Optimization

Smart Send Time

AI predicts optimal send times:

• Per-contact analysis: Individual preferences
• Historical data: Past engagement patterns
• Time zone aware: Local time optimization
• Channel-specific: Different for email vs WhatsApp

Subject Line Scoring

Get AI feedback before sending:

Scored on:

• Length (ideal: 40-60 characters)
• Emoji usage (strategic placement)
• Personalization (variables used)
• Urgency indicators (limited time offers)
• Spam trigger words (avoid flagged terms)
• Call to action (clear next step)

Score breakdown:

• 90-100: Excellent
• 70-89: Good
• 50-69: Needs improvement
• Less than 50: Major issues

Content Recommendations

AI analyzes your email:

Readability:

• Sentence length
• Paragraph structure
• Reading level
• Clarity score

Engagement:

• CTA placement
• Link count
• Image usage
• Content length

Deliverability:

• Spam score
• HTML quality
• Text-to-image ratio
• Link reputation

Smart Segmentation

AI-powered audience targeting:

Predictive Segments

Automatically identify:

• Likely to Convert: High intent contacts
• Churn Risk: At risk of unsubscribing
• High Value: Most engaged contacts
• Re-engagement Candidates: Inactive but recoverable

Behavioral Patterns

AI detects:

• Purchase patterns
• Engagement trends
• Content preferences
• Optimal contact frequency

Look-alike Audiences

Find similar contacts:

1. Select high-performing segment
2. AI analyzes characteristics
3. Identifies similar contacts
4. Creates new segment

Workflow Intelligence

Auto-optimization

AI improves workflows:

• Wait Times: Optimal delays between messages
• Path Selection: Best route for each contact
• Exit Conditions: When to stop nurturing
• Resource Allocation: Priority contacts

Trigger Suggestions

AI recommends:

• Best triggers for goals
• Optimal conditions
• Alternative workflows
• Performance predictions

Search Intelligence

Powered by Meilisearch + AI:

Natural Language Search

Search with questions:

"Show me contacts who opened but didn't click"
"Find high-value customers from last month"
"Which campaigns performed best?"

Smart Suggestions

As you type:

• Auto-complete queries
• Related searches
• Filter recommendations
• Typo correction

Chatbot & Help

AI Assistant

Built-in help system:

• Context-aware: Knows where you are
• Step-by-step: Guided walkthroughs
• Learn as you go: Interactive tutorials
• Search docs: Instant documentation

Ask questions like:

"How do I create a workflow?"
"What's the best email length?"
"Show me campaign templates"

Data Analysis

Anomaly Detection

AI alerts you to:

• Unusual bounce rates
• Sudden engagement drops
• Spike in unsubscribes
• Performance anomalies

Trend Analysis

Identify patterns:

• Seasonal trends
• Day-of-week patterns
• Time-of-day preferences
• Channel preferences

Predictive Analytics

Forecast outcomes:

• Campaign Performance: Expected results
• Audience Growth: Subscriber projections
• Revenue Forecast: Sales predictions
• Churn Prediction: Risk assessment

A/B Test Intelligence

Automatic Winner Selection

AI determines:

• Statistical significance
• Confidence levels
• Winner declaration timing
• Sample size recommendations

Test Suggestions

AI recommends:

• What to test next
• Test duration
• Sample split ratios
• Success metrics

Content Personalization

Dynamic Content

AI personalizes in real-time:

• Product Recommendations: Based on behavior
• Content Blocks: Relevant sections
• Image Selection: Contextual images
• Offer Personalization: Custom deals

Behavioral Triggers

AI detects and acts on:

• Cart abandonment
• Browse patterns
• Purchase history
• Engagement level

Privacy & Ethics

Data Usage

AI features respect privacy:

• Opt-out Available: Disable AI analysis
• Data Anonymization: Personal info protected
• Transparent Processing: Clear AI usage
• GDPR Compliant: Privacy by design

AI Transparency

We're clear about:

• When AI is used
• How decisions are made
• Data used for training
• Human override options

Limitations

What AI Can't Do

• Guarantee Results: AI suggests, doesn't guarantee
• Replace Strategy: Human judgment still essential
• Understand Context: May miss nuances
• Create From Scratch: Works best with guidance

Best Practices

Future Features

Coming soon:

• Image Generation: AI-created visuals
• Video Transcription: Auto-captions
• Voice Content: Text-to-speech
• Advanced Predictions: Lifetime value forecasting

Next Steps