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  1. Account Manager
  • Shorter Loop Help Center
  • Gettting Started
    • How to Get Started With Shorter Loop Easily? Shorter Loop User Onboarding Guide
    • How to Clear Cache and Hard Reload Browsers?
  • Capabilites
    • Beyond the Double Diamond: The Ultimate End-to-End Product Management Framework with Shorter Loop
    • Discover
      • How to start with Product Discovery?
      • Feedback Manager: Powerful New Dashboard, Advanced Insights & Seamless Integration
      • Product Vision
        • How do I access the Product Vision Canvas in Shorter Loop?
        • How do I create and manage personas directly from the Product Vision Canvas?
        • What are the key components of an effective Product Vision Canvas?
        • What are Connected Canvases and how do they work in Shorter Loop?
        • How do I unlink target groups from personas, and what are the implications?
        • How does the AI-powered content generation work in the Product Vision Canvas?
        • How do I define the 'Product' section of the Product Vision Canvas?
        • How do I set effective 'Business Objectives' in the Product Vision Canvas?
        • How should I structure my Vision Statement for maximum impact?
        • How do I collaborate effectively with my team using the Product Vision Canvas?
        • How do I measure the success and impact of my Product Vision Canvas?
        • How can I use colors to highlight and organize cards in the Product Vision Canvas?
      • User Persona
        • How do I access and navigate the User Persona Canvas in Shorter Loop?
        • How do I create a new User Persona from scratch?
        • How do I add and customize demographic fields for my persona?
        • What is the recommended sequence for completing persona key elements?
        • How do I create Value Proposition that address my personal needs?
        • How do I upload attachments and research files to generate automated insights?
        • How do I share and export User Personas with my team?
        • How to create strategic opportunities from my User Persona insights?
        • How do I effectively name and organize User Personas?
      • Business Model
        • How do I access and start creating my Business Model Canvas in Shorter Loop?
        • Can I collaborate with my team on the same Business Model Canvas?
        • How does the Business Model Canvas integrate with other Shorter Loop discovery tools?
        • What's the difference between the Canvas, Notes, and Experiments tabs in the Business Model section?
        • How do I use the "+ ADD" buttons effectively to build comprehensive business model sections
        • Can I export or share my Business Model Canvas with investors and stakeholders?
        • How does Shorter Loop's Business Model Canvas help me identify new revenue opportunities?
        • What makes Shorter Loop's Business Model Canvas different from free alternatives like Strategyzer?
        • How do I connect my User Persona Canvas with the Business Model Canvas?
      • Feedback Manager
        • How do I access the Feedback Manager in Shorter Loop?
        • What is Shorter Loop's Ideas & Issues system and how does it organize feedback?
        • What does the main Feedback Manager dashboard show me?
        • How do I turn ideas and issues into actionable work items?
        • How do I disconnect or unlink work items from ideas?
        • What information can I see in the work item quick view?
        • How do I filter and sort ideas and issues?
        • How do I create new ideas and issues?
        • How does voting work in the Feedback Manager?
        • What makes Shorter Loop's connected canvas approach unique?
        • How do I manage categories and organize feedback effectively?
        • What are Collections and how do they help organize feedback?
        • How does AI-powered collection generation work?
        • How do I create custom collections manually?
        • What can I do within a collection page?
        • How do I publish and manage collection visibility?
        • How does the AI summarization feature work?
        • How do I create opportunities from collection insights?
        • How does the "Identify more opportunities" feature work?
        • What types of opportunities does the AI identify?
        • How do I convert AI-identified opportunities into actionable work item?
        • How does opportunity status tracking work in Shorter Loop?
        • How does the "Connect to work item" feature integrate with product backlogs?
        • What makes Shorter Loop's opportunity identification unique?
        • How do I manage settings for my Feedback Portal, including custom domains and categories?
        • How do I control and customize the status of Ideas and Issues in Shorter Loop?
        • How can I import existing feedback and invite users to the Feedback Portal?
        • How do I manage and utilize User Segments in Shorter Loop?
        • How do I manage my Shorter Loop profile, connect Slack, and view my voting activity?
        • Can I be a member of multiple Feedback Manager portals with on email address?
        • Where can you configure status behavior for Ideas and Issues in Feedback Manager?
        • Account Manager
          • Getting Started with Accounts in Feedback Manager
          • CSV Import Guide for Accounts
          • Managing Account Users
          • Account Analytics & Reporting
        • Feedback Insights
          • Understanding Dashboard Statistics
          • Understanding Segment Activity
          • Navigating Feedback Feed Tabs
          • Mastering Filters and Search
          • Feedback Workflow Management
          • Dashboard Layout and Navigation
          • Advanced Analytics and Reporting
          • Best Practices and Success Strategies
    • Strategize
      • Objectives
        • How do I define an experiment's hypothesis and success criteria?
        • How do I set up and track Key Results (OKRs) for an Objective?
        • How do I access the Product Strategy board to get started?
        • How do I navigate between my Objectives, Opportunities, Solutions, and Experiments?
        • What are the different ways I can view and edit the details of a strategic item?
        • How do I create my first Objective?
        • How do I set the strategic "Alignment" to show an Objective's priority?
        • How do I assign Owners and Teams to ensure accountability?
        • What are "Themes" and how can I use them to organize my strategy?
        • How can I add attachments or web links for more context?
        • How do I link an Opportunity to an Objective?
        • How can I see all the work (Opportunities, Solutions, etc.) related to one Objective?
        • What is the Opportunities Map and how do I use it to visualize my strategy?
        • How can I view and manage all experiments related to an objective?
        • How do I update the status of an experiment?
        • How can I see key details like budget and due date on an experiment card?
        • How can I visually track the progress of all work related to an Objective?
        • How can my team collaborate and discuss a specific Objective?
        • How can I use the "Notes" tab for documentation?
        • How can I filter my Strategy Board to find specific items?
        • How can I see the financial upside of an Opportunity?
        • What do the "Spread" and "Intensity" metrics on an Opportunity mean?
        • How do I share or delete a strategic item?
        • How do I use Storymaps and connect my strategy to my roadmap?
      • Opportunities
        • How do I navigate to and access Opportunities in Shorter Loop?
        • What is an Opportunity in Shorter Loop and how does it drive product strategy?
        • How do I create a new Opportunity in Shorter Loop?
        • How to Score and Prioritize Opportunities in Shorter Loop
        • How do I edit and update Opportunities in Shorter Loop?
        • How do I assign ownership and team responsibility for Opportunities?
        • How do I add comprehensive details to Opportunities including description, priority, and status?
        • How do I connect Opportunities to strategic objectives and maintain strategic alignment?
        • What is the difference between Opportunities and Objectives in Shorter Loop's strategic framework?
        • What happens when I delete an Opportunity and can it be restored?
      • Org Roadmap
        • What is Org Portfolio, and how does it work in Shorter Loop?
        • Who can access and manage Org Portfolio features?
        • How do I create and configure organization-wide themes?
        • What happens when I create an Org Roadmap and how does it affect product roadmaps?
        • How do product teams align their objectives and work items to org themes?
        • What are custom swimlanes, and how do they work with org themes?
        • How do I manage intervals and timeline planning in Org Roadmaps?
        • How do I filter and search within Org Portfolio views?
        • How do I delete an Org Roadmap and what are the implications?
        • What export and sharing options are available in Org Roadmap?
        • How do themes integrate with product objectives and what visibility do I get?
      • Roadmap
        • How to Create a Roadmap in Shorter Loop?
        • How to apply Filters on the Roadmap?
        • How to Save or Share a Roadmap in one Click?
        • How does drag‑and‑drop work in Shorter Loop’s Roadmap feature?
        • Why a Feature Disappears from the Roadmap After Removal
        • What are the key differences between Product Roadmaps and Org Roadmaps?
        • Adding Work Items Across Multiple Time Intervals
        • Managing Work Items and Objectives Across Swimlanes
  • Using Shorter Loop
    • How to Create a Strategy Board in Shorter Loop?
    • Does Shorter Loop Support Other weight-based prioritization methods, such as customizing the weights other than effort/value, spread intensity, RICE, etc.?
    • Does Shorter Loop provide migration assistance?
    • How to Build a Product Backlog?
    • Persona Canvas: Understand Your Target Users
    • How to create a Prioritization Matrix? - Shorter Loop
    • How to create a User Story Map? - Shorter Loop
    • How to Create a Document in Shorter Loop? - Shorter Loop
    • How to Collaborate on Digital Whiteboard?
    • How to Use Idea Manager in an End-to-End Product Journey?
    • How to view the version history?
    • How to Share or Delete the particular Whiteboard?
    • How to start with Product Discovery? - Shorter Loop
  • Account Settings
    • Billing & plan management
      • How to Upgrade Your Trial to an Active Plan
      • Can I change my subscription plan after the trial?
      • What happens to my product discovery data during plan changes?
      • How does seat billing work for teams?
      • Can I pause my Shorter Loop subscription?
      • What are the feature limits and restrictions for each plan?
      • How to Upgrade to a Paid Plan? - Shorter Loop
      • How to Upgrade to a Paid Plan?
      • How do I increase the number of seats on my subscription?
    • Profile Management
      • Subscription
        • How to access Subscription Settings in Shorter Loop dashboard?
        • What information is displayed in the Subscription Summary section?
        • How to add new products to your Shorter Loop subscription?
        • How to manage users and assign roles in your Shorter Loop subscription?
        • How to view and manage your subscription plan details?
        • How to manage AI & Storage in your Shorter Loop subscription?
        • What user roles are available in Shorter Loop and what are their permissions?
        • How to change your subscription name and logo in Shorter Loop?
        • What user roles are available in Shorter Loop and what are their permissions?
        • How to update payment methods and view billing history in Shorter Loop?
        • How to upgrade or downgrade your Shorter Loop subscription plan?
        • How to remove or deactivate users from your Shorter Loop subscription?
        • What happens when you reach your AI & Storage limit in Shorter Loop?
        • What are the image requirements for profile photos in Subscription Settings?
        • How to Accept a Team Invitation and Access Your Account
      • Product
        • How to access Product Settings and manage product-specific configurations?
        • What information is displayed in the Product Summary section?
        • How to manage users and assign roles within a specific product?
        • How does product-level AI & Storage management work compared to subscription-level?
        • What happens when you invite new members to a product vs the subscription?
        • How to Purge, Restore, and Permanently Purge Data in Shorter Loop?
      • Team
        • How to access and navigate to team management in Shorter Loop?
        • How to create and manage teams within a product?
        • How to manage team members and assign roles within a specific team?
        • How to invite new members to a team and manage bulk operations?
        • How to delete teams and understand the impact on work items?
      • User
        • How to edit and update your user profile settings in Shorter Loop?
        • How to change your email address in Shorter Loop account settings?
        • What is the difference between Display Name and Full Name in Shorter Loop profile settings?
        • How to change your password in Shorter Loop dashboard after login?
        • How to upload and change your profile picture in Shorter Loop?
    • Team Management
      • Adding New Members to Your Shorter Loop
      • What are the different user roles in Shorter Loop and what permissions does each role have?
      • How do I invite new members to my Shorter Loop account?
      • How do I change a team member's role or permissions?
      • How do I add members to specific products in my subscription?
      • How do I manage team members within a specific team?
      • How do I view and manage all members in my account?
      • What's the difference between subscription-level and product-level member access?
      • How do I deactivate or reactivate team members?
      • Can the same person have different roles in different products or teams?
      • What happens when I invite someone who's already in my subscription to a new product or team?
      • Can a subscription member be part of multiple Shorter Loop subscriptions?
    • Recycle Bin
      • How do I navigate to the Recycle Bin in Shorter Loop?
      • Can I access the Recycle Bin from anywhere in the product or is it only available from Product Settings?
  • Product Integrations
    • Shorter Loop Integrations — Now Smarter, Safer, and Easier to Control
    • Faster Workflows, Stronger Integrations — What's New in Shorter Loop
    • Jira
      • Jira Integration: 2-Way Sync Between Jira & Shorter Loop for Product Teams
      • Why is Shorter Loop a more comprehensive product management solution than Jira?
      • Can feedback be linked to the original Sprint ticket from which the idea was generated?
      • Is there a way to bucketize items by status, like in progress, testing, etc.?
      • How to reopen closed work items and tickets in Shorter Loop and Jira integration?
      • If I have editor access in Shorter Loop but not in JIRA, can I still access or make changes in JIRA through Shorter Loop?
      • If I have access to JIRA but not Shorter Loop, and make changes in JIRA, will it reflect in Shorter Loop?
      • Shouldn't we categorize an issue into development only after linking it to JIRA?
      • So, if we raise an issue in Shorter Loop, will it go and become a ticket in JIRA?
      • Is it possible to see the Jira status of the work item in Shorter Loop?
      • Does the change in status in Shorter Loop make the changes in Jira?
      • How to fix Jira API token authentication issues in Shorter Loop integration?
      • Does Shorter Loop provide nesting like Jira?
      • Is there a visual way to see parent-child work items (like nesting in Jira) at once in Shorter Loop (like a board)?
      • Does Shorter Loop provide freedom to create multiple levels of hierarchy (nesting) in Product Backlog?
      • What’s the difference between nesting in Jira and Shorter Loop?
      • What changes appear in Jira if you delete any work item from Shorter Loop’s Backlog?
      • How to manually create JIRA Webhooks for Shorter Loop
    • GitHub
      • GitHub Integration: 2-Way Issue Sync Between GitHub & Shorter Loop
    • Intercom
      • Integrating Intercom with Shorter Loop for Customer Feedback Sync
    • HubSpot
      • Integrating HubSpot with Shorter Loop for One-Way Ticket Sync
    • Linear
      • Shorter Loop & Linear Integration Guide
    • ServiceNow
      • ServiceNow Integration: Sync Incidents & Tickets with Shorter Loop
    • Rally
      • Rally Integration: Sync Work Items with Shorter Loop for Product Teams
    • Zendesk
      • Zendesk Integration: Sync Tickets into Shorter Loop for Product Insights
    • Brevo
      • Brevo Integration: Sync Contacts and Companies with Shorter Loop
    • Azure DevOps
      • Azure DevOps Integration: Two-Way Work Item Sync with Shorter Loop
    • APIs and Webhooks
      • Configure webhooks to integrate external applications
    • Canny
      • Connect Canny with Shorter Loop: A Step-by-Step Integration Guide
    • Productboard
      • Learn How to Integrate Shorter Loop with Productboard
    • Prodpad
      • Streamline Your Workflow: Shorter Loop + Prodpad Integration
    • Freshdesk
      • How to Connect Freshdesk with Shorter Loop
    • Helpscout
      • How to Connect Help Scout with Shorter Loop
    • Zeda
      • How to Connect Zeda.io with Shorter Loop
    • Pendo
      • Unlocking Product Insights: Shorter Loop + Pendo Feedback Integration
    • Craft.io
      • How to Integrate Craft.io with Shorter Loop: The Ultimate Guide for Product Managers
    • Aha
      • How to Integate Aha! with Shorter Loop: A Complete Guide for Product Managers
    • Salesforce
      • How to Integrate Salesforce with Shorter Loop: The Complete Guide for Product Managers
    • Slack
      • How to Integrate Slack with Shorter Loop?
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API ReferencesRelease NotesKnowledge Base
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  1. Account Manager

Account Analytics & Reporting

The Accounts feature in Feedback Manager provides powerful analytics capabilities that help you understand your B2B customers at a deeper level. This guide covers how to analyze account data, generate insights, and make data-driven decisions about your product and customer relationships.


Understanding Account Metrics

Business Metrics

Track the financial and business health of your accounts:

Annual Recurring Revenue (ARR)

  • Total yearly revenue from the account
  • Key indicator of account value
  • Use to prioritize high-value customers

Example Use Cases:

  • Identify top revenue-generating accounts
  • Correlate feedback volume with account value
  • Prioritize feature requests from high-ARR accounts

Monthly Recurring Revenue (MRR)

  • Monthly revenue from the account
  • Useful for tracking growth trends
  • Calculate from ARR: MRR = ARR / 12

Example Use Cases:

  • Monitor month-over-month revenue changes
  • Identify accounts with changing subscription levels
  • Track expansion or contraction revenue

Plan Tier

  • Subscription level (e.g., Starter, Professional, Enterprise)
  • Indicates feature access and commitment level
  • Helps segment accounts by value

Example Use Cases:

  • Analyze feedback patterns by plan tier
  • Identify upgrade opportunities
  • Understand which features matter to each tier

Engagement Metrics

Measure how actively accounts participate in feedback:

User Count

  • Total number of users associated with the account
  • Indicates account size and potential reach
  • Track growth over time

Insights:

  • Growing user count = account expansion
  • Declining user count = potential churn risk
  • High user count = broad organizational buy-in

Active Users

  • Users who have logged in or submitted feedback recently
  • More meaningful than total user count
  • Calculate activation rate: Active Users / Total Users

Insights:

  • Low activation rate = onboarding issues
  • High activation rate = strong engagement
  • Track changes over time to spot trends

Feedback Volume

  • Number of ideas, issues, or feedback items submitted
  • Indicates engagement level
  • Compare across accounts to identify power users

Insights:

  • High volume = engaged, invested customer
  • Sudden drop = potential dissatisfaction
  • Zero feedback = may need outreach

Voting Activity

  • Votes given and received by account users
  • Shows community participation
  • Indicates influence and engagement

Insights:

  • High votes received = influential feedback
  • High votes given = active community member
  • Imbalance may indicate one-way communication

Customer Lifecycle Metrics

Track the customer journey:

Customer Since

  • Date the account became a customer
  • Calculate customer lifetime value (CLV)
  • Identify long-term vs. new customers

Insights:

  • Long-term customers = stable revenue
  • New customers = onboarding focus
  • Cohort analysis by signup date

Renewal Date

  • Next contract renewal date
  • Critical for churn prevention
  • Enables proactive customer success

Insights:

  • Upcoming renewals = outreach opportunity
  • Past renewals = potential churn
  • 90-day window = critical engagement period

Analyzing Account Data

Segmentation Strategies

By Revenue

High-Value Accounts (Top 20%)

  • ARR > $100,000
  • Focus: White-glove service, priority support
  • Strategy: Ensure their feedback is prioritized

Mid-Market Accounts (Middle 60%)

  • ARR 10,000 - 100,000
  • Focus: Scalable engagement, self-service
  • Strategy: Group feedback for common themes

Small Accounts (Bottom 20%)

  • ARR < $10,000
  • Focus: Efficiency, automation
  • Strategy: Look for upgrade opportunities

By Plan Tier

Enterprise Tier

  • Highest commitment level
  • Advanced features and customization
  • Feedback often drives roadmap

Professional Tier

  • Mid-level commitment
  • Balance of features and price
  • Feedback indicates upgrade potential

Starter Tier

  • Entry-level customers
  • Testing product fit
  • Feedback shows expansion needs

By Engagement Level

Highly Engaged

  • Multiple active users
  • Regular feedback submission
  • High voting activity

Moderately Engaged

  • Some active users
  • Occasional feedback
  • Sporadic voting

Low/No Engagement

  • Few or no active users
  • Minimal feedback
  • No voting activity

[!IMPORTANT]
Low engagement doesn't always mean dissatisfaction. Some customers are happy but quiet. However, it's worth investigating to ensure they're getting value.

By Industry

Technology

  • Fast-moving, feature-focused
  • High engagement typical
  • Quick adoption of new features

Healthcare

  • Compliance-focused
  • Security and privacy priorities
  • Slower adoption, thorough feedback

Manufacturing

  • Process-oriented
  • Integration needs
  • Practical, implementation-focused feedback

Financial Services

  • Risk-averse
  • Regulatory requirements
  • Detailed, specific feedback

Comparative Analysis

Account Size vs. Engagement

Question: Do larger accounts engage more?

Analysis:

  1. Plot user count vs. feedback volume
  2. Calculate engagement rate per user
  3. Identify outliers

Insights:

  • Large accounts with low engagement = opportunity
  • Small accounts with high engagement = expansion potential
  • Benchmark engagement by account size

Revenue vs. Feedback Quality

Question: Do high-paying customers provide more valuable feedback?

Analysis:

  1. Tag feedback by account ARR
  2. Track implementation rate by revenue tier
  3. Measure feedback impact

Insights:

  • High-ARR feedback alignment with roadmap
  • Low-ARR feedback for future opportunities
  • Balance stakeholder needs

Plan Tier vs. Feature Requests

Question: What features does each tier request?

Analysis:

  1. Categorize feedback by feature area
  2. Cross-reference with plan tier
  3. Identify tier-specific needs

Insights:

  • Starter tier = ease of use, basics
  • Professional tier = automation, efficiency
  • Enterprise tier = customization, integration

Reporting Strategies

Executive Dashboard

Key Metrics to Display:

  • Total Accounts
  • Total ARR/MRR
  • Average Account Size (users)
  • Overall Engagement Rate
  • Top 10 Accounts by Revenue
  • Accounts at Risk (renewal < 30 days)

Frequency: Weekly or Monthly

Audience: Leadership, executives

Customer Success Dashboard

Key Metrics to Display:

  • Accounts by Engagement Level
  • Upcoming Renewals (30/60/90 days)
  • Accounts with Declining Engagement
  • New Accounts (last 30 days)
  • Feedback Response Rate
  • User Activation Rate by Account

Frequency: Daily or Weekly

Audience: Customer Success Managers

Product Dashboard

Key Metrics to Display:

  • Feedback Volume by Account
  • Top Feature Requests by Revenue Impact
  • Account Distribution by Plan Tier
  • Industry-Specific Feedback Trends
  • Feedback Implementation Rate
  • User Satisfaction by Account

Frequency: Weekly or Bi-weekly

Audience: Product Managers, Product Team

Sales Dashboard

Key Metrics to Display:

  • Account Growth Rate
  • Expansion Opportunities (users added)
  • Accounts Requesting Advanced Features
  • Engagement as Renewal Predictor
  • Accounts with High Influence
  • Referral Potential Accounts

Frequency: Weekly

Audience: Sales Team, Account Executives


Identifying Insights

Health Score Calculation

Create a composite health score for each account:

Formula:

Health Score = (Engagement Score × 0.4) + (Revenue Score × 0.3) + (Lifecycle Score × 0.3)

Engagement Score (0-100):

  • Active users / Total users (40%)
  • Feedback volume (30%)
  • Voting activity (30%)

Revenue Score (0-100):

  • ARR percentile (50%)
  • Plan tier (30%)
  • Revenue trend (20%)

Lifecycle Score (0-100):

  • Days until renewal (40%)
  • Customer tenure (30%)
  • Support ticket volume (30%)

Interpretation:

  • 80-100: Healthy, thriving account
  • 60-79: Stable, monitor for changes
  • 40-59: At risk, needs attention
  • 0-39: Critical, immediate action required

Churn Risk Indicators

Red Flags:

  • ⚠️ Declining active user count
  • ⚠️ No feedback in last 60 days
  • ⚠️ Decreased voting activity
  • ⚠️ Renewal date < 30 days
  • ⚠️ Increase in negative feedback
  • ⚠️ Support ticket volume spike

Action Items:

  1. Schedule check-in call
  2. Review recent feedback
  3. Offer training or resources
  4. Escalate to customer success
  5. Consider special offers or incentives

Expansion Opportunities

Green Flags:

  • ✅ Growing user count
  • ✅ High engagement rate
  • ✅ Requests for advanced features
  • ✅ Multiple departments using product
  • ✅ Positive feedback trends
  • ✅ Referrals or testimonials

Action Items:

  1. Present upgrade options
  2. Showcase advanced features
  3. Offer pilot programs
  4. Schedule executive briefing
  5. Provide ROI analysis

Product Insights

Patterns to Look For:

Feature Adoption by Tier:

  • Which features do Enterprise customers use most?
  • What features drive upgrades from Starter to Professional?
  • Are there underutilized features in certain tiers?

Industry-Specific Needs:

  • Do healthcare customers request different features than tech?
  • Are there compliance needs specific to certain industries?
  • Can you create industry-specific packages?

Account Size Patterns:

  • Do larger accounts need different workflows?
  • Are there scalability issues for big accounts?
  • Can you identify optimal account size?

Advanced Analytics

Cohort Analysis

Group accounts by:

  • Signup month/quarter
  • Initial plan tier
  • Industry
  • Company size

Track over time:

  • Retention rate
  • Expansion rate
  • Engagement trends
  • Feature adoption

Example:

"Accounts that signed up in Q1 2024 have a 25% higher engagement rate than Q4 2023 cohort, suggesting improved onboarding."

Correlation Analysis

Investigate relationships:

  • ARR vs. Feedback Volume
  • User Count vs. Engagement Rate
  • Plan Tier vs. Churn Rate
  • Industry vs. Feature Requests

Example Finding:

"Accounts with >10 active users have 3x lower churn rate, suggesting that broad organizational adoption is a retention driver."

Predictive Analytics

Build models to predict:

  • Churn probability
  • Expansion likelihood
  • Optimal renewal timing
  • Feature request impact

Data Inputs:

  • Historical engagement data
  • Revenue trends
  • Feedback patterns
  • Support interactions

[!TIP]
Start simple with basic correlations before building complex predictive models. Often, simple insights drive the most action.


Exporting and Sharing Data

Export Options

Account List Export:

  • All accounts with key metrics
  • Filter by segment or criteria
  • CSV format for analysis in Excel/Sheets

User List Export:

  • All users by account
  • Include engagement metrics
  • Useful for CRM sync

Feedback Export:

  • All feedback by account
  • Include votes and status
  • Analyze in external tools

Integration with Other Tools

CRM Integration:

  • Sync account data to Salesforce, HubSpot
  • Update health scores automatically
  • Trigger workflows based on engagement

BI Tools:

  • Connect to Tableau, Power BI, Looker
  • Build custom dashboards
  • Combine with other data sources

Data Warehouse:

  • Export to Snowflake, BigQuery, Redshift
  • Combine with product usage data
  • Run complex analytics queries

Actionable Insights Framework

1. Identify

What to look for:

  • Trends in the data
  • Outliers and anomalies
  • Patterns across segments

Tools:

  • Dashboards and reports
  • Automated alerts
  • Regular data reviews

2. Analyze

Dig deeper:

  • Why is this happening?
  • What's the root cause?
  • Is this a one-time event or a trend?

Methods:

  • Drill down into account details
  • Compare to historical data
  • Interview customers

3. Act

Take action:

  • Customer outreach
  • Product changes
  • Process improvements

Examples:

  • Reach out to at-risk accounts
  • Prioritize high-impact features
  • Improve onboarding for low-engagement cohorts

4. Measure

Track impact:

  • Did engagement improve?
  • Did churn decrease?
  • Did revenue increase?

Iterate:

  • Refine your approach
  • Scale what works
  • Discontinue what doesn't

Best Practices

📊 Regular Reviews

Weekly:

  • Check health scores
  • Review at-risk accounts
  • Monitor engagement trends

Monthly:

  • Deep dive into segments
  • Analyze cohort performance
  • Review product feedback themes

Quarterly:

  • Strategic planning
  • Roadmap alignment
  • Executive reporting

🎯 Focus on Action

Don't just report, act:

  • Every insight should drive a decision
  • Assign owners to action items
  • Track follow-through

Prioritize:

  • High-impact, low-effort wins first
  • Balance quick wins with strategic initiatives
  • Focus on accounts with highest potential

🔄 Continuous Improvement

Iterate on metrics:

  • Refine health score formula
  • Add new data sources
  • Improve segmentation

Learn from outcomes:

  • Track which actions work
  • Document best practices
  • Share learnings across teams

🤝 Cross-Functional Collaboration

Share insights with:

  • Customer Success: Account health, churn risk
  • Sales: Expansion opportunities, referrals
  • Product: Feature requests, usage patterns
  • Marketing: Case studies, testimonials

Regular sync meetings:

  • Review key metrics together
  • Align on priorities
  • Coordinate outreach

Common Analysis Scenarios

Scenario 1: Identifying Upsell Opportunities

Goal: Find accounts ready to upgrade

Analysis:

  1. Filter accounts by current plan tier (Starter or Professional)
  2. Look for high engagement (>70% active users)
  3. Check for advanced feature requests
  4. Review user growth trends

Action:

  • Sales outreach with upgrade offer
  • Product demo of advanced features
  • ROI analysis presentation

Scenario 2: Preventing Churn

Goal: Identify and save at-risk accounts

Analysis:

  1. Filter accounts with renewal < 60 days
  2. Check engagement trends (declining?)
  3. Review recent feedback (negative sentiment?)
  4. Analyze support ticket history

Action:

  • Customer success check-in call
  • Address specific pain points
  • Offer training or resources
  • Executive escalation if needed

Scenario 3: Product Roadmap Prioritization

Goal: Decide which features to build next

Analysis:

  1. Categorize all feature requests
  2. Calculate total ARR requesting each feature
  3. Count number of accounts requesting
  4. Assess strategic importance

Action:

  • Prioritize high-ARR, high-count requests
  • Consider strategic features even if lower demand
  • Communicate roadmap to requesting accounts

Scenario 4: Understanding Low Engagement

Goal: Improve activation and engagement

Analysis:

  1. Identify accounts with <30% active users
  2. Segment by plan tier, industry, size
  3. Look for common patterns
  4. Compare to high-engagement accounts

Action:

  • Improve onboarding for identified segments
  • Targeted email campaigns
  • In-app prompts and tutorials
  • Customer success outreach

Metrics Glossary

MetricDefinitionCalculationUse Case
ARRAnnual Recurring RevenueTotal yearly subscription valueAccount value, prioritization
MRRMonthly Recurring RevenueARR / 12Monthly tracking, trends
User CountTotal users in accountCount of associated usersAccount size
Active UsersUsers active in last 30 daysUsers with recent activityEngagement level
Activation RatePercentage of active usersActive Users / Total Users × 100Onboarding success
Engagement ScoreComposite engagement metricWeighted formulaOverall health
Health ScoreOverall account healthComposite of multiple factorsRisk assessment
Churn RiskProbability of cancellationPredictive modelRetention focus
Expansion PotentialLikelihood of upgradeEngagement + feature requestsUpsell targeting
Feedback VolumeNumber of submissionsCount of feedback itemsEngagement indicator
Votes GivenVotes cast by account usersSum of all votes givenCommunity participation
Votes ReceivedVotes on account feedbackSum of votes on their feedbackInfluence measure

Next Steps

  • Getting Started with Accounts: Learn the basics of account management
  • Managing Account Users: Detailed guide for user management
  • CSV Import Guide: Bulk import accounts and users

Need Help?

For questions about analytics and reporting, please contact your system administrator or data team. They can help you:

  • Set up custom dashboards
  • Configure automated reports
  • Integrate with your BI tools
  • Build predictive models
Modified at 2026-01-14 07:22:01
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