Same Goal, Different Emphasis
Peec AI and Otterly AI both help you track where your brand appears in AI-generated answers. The core value proposition is similar: understand your AI visibility to inform content strategy.
The key difference is emphasis: analytics vs monitoring.
- Peec AI emphasizes analytics and reporting—understanding patterns, trends, and generating stakeholder-ready outputs
- Otterly AI emphasizes monitoring and alerts—knowing when things change and responding quickly
Analytics-First vs Monitoring-First
Peec AI: Analytics-First Workflow
Peec AI is designed for teams that want to analyze visibility data:
- Configure tracking: Set up queries and brands to track
- Collect data: Platform monitors AI platforms over time
- Analyze patterns: Use dashboards to understand visibility trends
- Generate reports: Create stakeholder-ready analytics outputs
- Inform strategy: Use insights to prioritize content efforts
This workflow works well for teams that report regularly to stakeholders and want detailed visibility intelligence.
Otterly AI: Monitoring-First Workflow
Otterly AI is designed for teams that want to react to visibility changes:
- Configure tracking: Set up queries and brands to track
- Set alerts: Define when you want to be notified
- Monitor changes: Platform watches for visibility shifts
- Respond to alerts: Take action when things change
- Stay current: Maintain awareness of visibility status
This workflow works well for teams that want real-time awareness and rapid response to visibility changes.
Which Workflow Fits Your Team?
Choose Peec AI's Analytics Workflow When:
- You report on AI visibility to executives, clients, or stakeholders
- You want to understand patterns and trends over time
- You prefer scheduled analysis over real-time monitoring
- You need detailed dashboards and exportable reports
- Your team has capacity for regular analytics review
Choose Otterly AI's Monitoring Workflow When:
- You want to know immediately when visibility changes
- You prefer alert-driven action over scheduled analysis
- You want faster setup with simpler workflows
- You need monitoring coverage without deep analytics
- Your team responds better to notifications than dashboards
Running a Comparison Pilot
To compare these platforms effectively:
Step 1: Choose a Query Set
Select 20-50 queries that matter for your business. Use the same queries in both platforms.
Step 2: Define Success Metrics
What do you want from visibility tracking? Decide before the pilot:
- Stakeholder reports? (Favors analytics-first)
- Quick alerts? (Favors monitoring-first)
- Pattern understanding? (Favors analytics-first)
- Real-time awareness? (Favors monitoring-first)
Step 3: Run Both for 2-4 Weeks
Give both platforms enough time to show their value. Track the same queries in both.
Step 4: Evaluate Fit
Which platform led to better decisions? Which workflow did your team actually use? Choose based on real experience, not feature comparisons.
The Execution Question
Neither platform creates content—they track visibility. If your bottleneck is content production, you'll need an execution tool alongside your tracking platform.
Common combinations:
- Tracking platform + execution platform (e.g., Peec AI + Rankwise)
- Tracking platform + manual content workflow
- Tracking platform + agency content production
Choose your tracking platform based on visibility needs, then address execution separately.