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Understanding Automated Insights

Learn how to interpret and act on Zenovay's AI-generated insights - anomalies, trends, and recommendations.

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Last updated: January 15, 2025
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Automated insights are AI-discovered patterns, anomalies, and opportunities in your data. Learn how to read and act on them.

What Are Automated Insights?

Insights are AI observations about your data:

TypeExample
Anomaly"Traffic dropped 40% today"
Trend"Organic traffic up 25% over 4 weeks"
Opportunity"Mobile users convert less - potential gain"
Alert"Conversion rate hit all-time low"

Insight Anatomy

Insight Card Structure

Each insight contains:

ElementPurpose
TitleBrief description
CategoryType of insight
SeverityImportance level
TimeWhen detected
DataSupporting metrics
ActionsSuggested next steps

Example Insight

šŸ“‰ ANOMALY: Traffic Drop Detected

Your website traffic dropped 35% compared to
the same day last week.

Affected: All traffic
When: Today, 2:00 PM
Previous: 1,200 visitors
Current: 780 visitors

Possible causes:
• No active campaigns running
• Server issues (none detected)
• External factors

Actions:
→ View affected pages
→ Check server status
→ Compare traffic sources
→ Mark as acknowledged

Insight Categories

Anomalies

Unusual deviations from normal:

AnomalyMeaning
Traffic spikeSudden increase
Traffic dropSudden decrease
Conversion changeRate significantly different
Error surgeMore errors than usual

Patterns developing over time:

TrendExample
Growing"Organic traffic up 5% weekly"
Declining"Bounce rate increasing steadily"
Seasonal"Traffic peaks on weekends"
Cyclical"Monthly conversion patterns"

Opportunities

Potential improvements found:

OpportunityExample
Conversion gap"Mobile converts 40% less than desktop"
Traffic source"Social visitors more engaged"
Content"Blog drives 3x more signups"

Alerts

Critical items needing attention:

AlertExample
Performance"Page load time doubled"
Errors"JavaScript errors increased 500%"
Goals"No conversions in 24 hours"

Insight Severity

Severity Levels

LevelColorMeaning
CriticalRedImmediate attention needed
WarningOrangeShould investigate soon
InfoBlueGood to know
PositiveGreenGood news

Critical Insights

Require immediate action:

  • Major traffic drops
  • Conversion rate crashes
  • System errors
  • Security concerns

Warning Insights

Investigate within a day:

  • Moderate changes
  • Developing trends
  • Potential issues

Info Insights

Review when convenient:

  • Minor changes
  • Context updates
  • Background patterns

Positive Insights

Celebrate wins:

  • Traffic milestones
  • Conversion improvements
  • Record performances

Reading Insight Data

Metrics Included

Insights show relevant numbers:

Conversion Rate Change
Current: 2.1%
Previous: 3.4%
Change: -38%
Confidence: High

Comparisons

AI compares against:

  • Previous period
  • Historical average
  • Expected range
  • Similar time periods

Confidence Score

How sure AI is:

ConfidenceMeaning
Very High95%+ certain
High85-95% certain
Medium70-85% certain
Low50-70% certain

Low confidence = more investigation needed.

Suggested Actions

Types of Actions

ActionDescription
InvestigateDig deeper into data
CompareView related metrics
ReviewCheck session recordings
FixAddress identified issue
MonitorKeep watching

Following Actions

Click action to:

  • Jump to relevant report
  • Open filtered view
  • Start investigation
  • Create task

Managing Insights

Insight Feed

Access all insights:

  1. Go to AI Insights tab
  2. View chronological feed
  3. Filter by type/severity
  4. Search for specific topics

Filtering Options

FilterOptions
SeverityCritical, Warning, Info, Positive
TypeAnomaly, Trend, Opportunity, Alert
StatusNew, Seen, Acknowledged
TimeToday, Week, Month

Sorting

Sort insights by:

  • Newest first (default)
  • Severity
  • Type
  • Status

Acknowledging Insights

Why Acknowledge?

  • Marks as reviewed
  • Clears from active list
  • Helps AI learn relevance
  • Creates audit trail

How to Acknowledge

  1. Read the insight
  2. Take any needed action
  3. Click "Acknowledge"
  4. Optionally add note

Bulk Actions

For multiple insights:

  • Select several
  • Acknowledge all
  • Or dismiss non-relevant

Customizing Insights

Notification Settings

Control how you're notified:

SettingOptions
Email alertsCritical only, All, None
In-app badgesOn/Off
Slack integrationConfigure channel
DigestDaily, Weekly, None

Sensitivity

Adjust AI sensitivity:

SettingEffect
HighMore insights, some noise
MediumBalanced
LowFewer, more significant only

Focus Areas

Prioritize certain metrics:

  • Revenue-related insights
  • Traffic patterns
  • Conversion metrics
  • Error detection

Best Practices

Daily Review

  • Check critical insights
  • Review new anomalies
  • Acknowledge actioned items

Weekly Review

  • Look at trends
  • Review opportunities
  • Check patterns

Acting on Insights

  1. Read - Understand the insight
  2. Verify - Confirm in data
  3. Investigate - Find root cause
  4. Act - Take appropriate action
  5. Monitor - Watch for changes
  6. Acknowledge - Close the insight

Building Habits

  • Set notification preferences
  • Include in daily routine
  • Share with team
  • Track actions taken

Troubleshooting

Too Many Insights

If overwhelmed:

  • Lower sensitivity
  • Filter by severity
  • Bulk acknowledge old ones
  • Focus on critical only

Missing Insights

If not seeing expected:

  • Check date range
  • Verify plan features
  • Increase sensitivity
  • Contact support

Irrelevant Insights

If insights aren't useful:

  • Dismiss and provide feedback
  • Adjust focus areas
  • Lower sensitivity
  • AI will learn over time

Next Steps

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