Overview
vaivi-test · dashboard
Firebase Live
Dashboard Overview
vaivi-test · Updated live
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Total Users
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Cases Today
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Avg — / day
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Token Cost Today
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Gemini API
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Active Today
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Users with cases today
Cases Generated
New Users
Token Cost Trend
Top Departments Today
No cases yet today — data updates live from Firestore history/
Recent Admin Actions
No admin actions yet.
Case Analytics
Usage patterns, scores & AI performance
Total Cases
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All time
Avg Score
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Out of 5.0
High Accuracy
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Score ≥ 4.0
Gemini Errors
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Today
Score Distribution
% of cases by score band
Cases by Department
Cost per Department (Today)
Gemini Error Log
| Time | Function | Error | User | Retried |
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Top 10 Users by Cases
| User | Dept | Cases | Avg Score | Tier |
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User Management
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Total Users
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All time
Active This Week
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lastCaseDate ≤ 7d
Inactive 7d+
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No case in 7+ days
New This Month
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Joined ≤ 30 days
New Users — Last 30 Days
| User | Tier | Rank | XP | Cases | Avg | Joined | Last Active | Status | Actions |
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Community
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| Post | Author | Dept | ♥ | Comments | Flag | Actions |
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Finance
Token costs, promo codes & revenue
Cost Today (₹)
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Gemini API
Cost This Month
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Budget: ₹25,000
Cost Per Case (₹)
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Input + output tokens
Token Efficiency
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After compression
Daily Cost — Last 30 Days (₹)
generateCase + evaluateSimulation
Cost by Cloud Function
generateCase
~1,800 tokens avg
₹—
evaluateSimulation
~2,400 tokens avg
₹—
draftLOR
~4,200 tokens avg
₹—
Cost Per Department (Today)
Active Codes
| Code | Discount | Applies To | Uses | Expires | Status | |
|---|---|---|---|---|---|---|
| LAUNCH20 | 20% | All plans | 48 / ∞ | 31 Mar 2026 | Active | |
| AIIMS50 | 50% | Pro only | 12 / 50 | 30 Apr 2026 | Active |
Code Performance
Revenue & MRR data will appear here once Razorpay webhook integration is complete.
Growth & Referrals
referrals/ · partners/ · partner_referral_requests/ collections
Total Referrals
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All time
Coins Paid Out
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× 1500 coins
Conversion Rate
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Referred → paid
Top Referrer
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Referrals Per Month
Signup Source
Email
Google
Top Referrers
| User | Referrals | Coins | Conv. |
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Recent Chains
Subscriptions
Expiry queue, tier breakdown & history
Expiring in 3 days
0
Urgent
Expiring in 7 days
0
Due for reminder
Expiring in 30 days
0
Full pipeline
0 users selected
| User | Tier | Expires | Days Left | Cases/Mo | Reminder | Actions |
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Tier Distribution
Tier Summary
| Tier | Count | % | Avg XP | Avg Cases |
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Subscription history will be available once Razorpay integration is complete.
Security
Sessions, banned users & audit trail
Active Sessions
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Right now
Multi-Device Alerts
0
Concurrent logins
Force-Logouts
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Today
Banned Users
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Total
Multi-device alerts will appear here when suspicious sessions are detected.
Total Banned
0
All time
Banned This Month
0
Recent actions
Appeals Pending
0
None active
| User | Banned By | Ban Date | Reason | Cases Before Ban | Appeal | Actions |
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| Timestamp | Admin | Action | Target | Details | Reversible |
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Engagement
Streaks · Flashcards · Milestones · LOR Tracker
Users With Active Streak
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of active users
Streaks 30d+
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↑ vs last week
Streak Breaks Today
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Avg 31/day
Recovery Rate
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Return within 48h
Streak Distribution
Streak Breaks Per Day — Last 14 Days
Top Streaks Right Now
| User | Streak | Last Active | Tier | Risk | Actions |
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Cards Due Today
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Across all users
Review Rate
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↑ vs last week
Avg Retention Score
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efactor average
Cards at Interval=1
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Weak / forgotten cards
Due vs Reviewed — Last 14 Days
Most Skipped Departments
High skip rate = content worth improving
Loading flashcard data…
Users Within 10% of Each Milestone
Rank-Up Pipeline
Users within 10% of next XP threshold
Recent Milestone Achievements
Last 48 hours
| User | Milestone | Tier | Achieved At | Certificate | Notified |
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Total Generated
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All time
Pending Eligibility
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Close to qualifying
Downloaded
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of generated
| User | Tier | Cases | Avg Score | Generated | Downloaded | Status | Actions |
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