Operational Insights
Analytics for Minibag, Streethawk, and LocalLoops Core teams
Minibag Core Metrics
Total Sessions
—
All-time across apps
Active Sessions
—
Currently in progress
Weekly Sessions
—
Last 7 days
Completion Rate
—
Sessions by Type
Weekly Trends
Payment Volume Tracking
Important Note
This tracks user-to-user payment flow, NOT LocalLoops revenue. Actual revenue comes from Pro subscriptions and data monetization.
Total Payment Volume
₹87,650
User-to-user payments
Avg Transaction
₹562
Per session average
UPI Payments
85%
Cash Payments
15%
User Engagement
Timeline: 2-3 weeks
Total Users
1,247
Requires user accounts
Timeline: 2-3 weeks
Repeat Users
423
34% (>3 sessions)
Timeline: 2-3 weeks
30-Day Retention
71.5%
Timeline: 2-3 weeks
Avg Sessions/User
2.8
Cross-session tracking
Item Intelligence
Most Popular Items
Category Distribution
Market Intelligence
Sellable data products for FMCG, NGOs, and civic partners
Local Category Pulse (₹25k/month)
Top Category Velocity
Vegetables
1,247 items/week • ↑12.5%
Price Sensitivity
Medium
±18% price variance
Bundle Affinity
87%
Tomatoes + Onions
Vendor Network Intelligence (₹50k/month)
Top Vendors by Reliability
Demand Metrics
Avg Response Time
15.3min
Fulfillment Rate
76.4%
Peak Hour
8-9 AM
Coverage Areas
12 zones
Micro-Economy Health (₹30k/month)
Top Neighborhood
Navrangpura
Health Score: 81/100
Economic Activity
87/100
Diversity Index
72/100
Trust Network
3.2
Avg connections/user
Data Infrastructure
Partner licensing and API access metrics
API Usage (30 days)
Total API Calls
47,820
↑ 23% vs last month
Partners Connected
3
Active integrations
Catalog API
28,940
60% of total calls
Trust API
12,330
26% of total calls
Shared Catalog
Catalog Overview
Total Items
284
Categories
18
Added This Month
23
Growth Rate
8.8%
Most Accessed Items (API)
Partner Revenue
Monthly Licensing
₹1,25,000
Fixed fees from partners
Revenue Share
₹34,200
% of partner transactions
Avg per Partner
₹41,733
Monthly average
Growth Rate
15.7%
Active Partner Accounts
CivicApp Alpha
Joined: Jan 2025
₹50,000/mo
+ ₹12,000 revenue share
FoodbagPartner
Joined: Feb 2025
₹40,000/mo
+ ₹15,000 revenue share
GreenTechPartner
Joined: Mar 2025
₹35,000/mo
+ ₹7,200 revenue share
Advanced Metrics
Proprietary analytical indicators for market intelligence
Category Recurrence Index (CRI)
Measures category purchase frequency by repeat users in specific localities
Top CRI Scores
CRI Components (Dairy • Navrangpura)
Purchase Freq
4.2
per week
Locality %
68
concentration
Repeat Users
78%
ratio
Trust Propagation Index (TPI)
Average trust score across user networks in a locality
Citywide Average
72.4
↑ 5.8% MoM
Neighborhood Density Score (NDS)
Active households per 100-meter radius
City Average Penetration
18.4%
Demand Synchrony Metric (DSM)
Temporal overlap of recurring shopping sessions in a locality
Top Synchrony Windows
Saturday • 8:00-10:00 AM
Navrangpura
76.3
Sunday • 6:00-8:00 PM
Vastrapur
71.8
Weekday vs Weekend Synchrony
Weekday DSM
34.2
Weekend DSM
68.7
Cross-App Identity Overlap
Percentage of users active across multiple LocalLoops apps
Current Distribution
Minibag Only
856
Streethawk Only
243
Both Apps
148
11.9% overlap
User Journey Patterns
Minibag → Streethawk
94 users
Avg 12 days to switch
Streethawk → Minibag
54 users
Avg 8 days to switch
Growth Projection
6 Months
28.4%
12 Months
42.1%
Geographic Intelligence
City-level demand patterns and neighborhood analytics
Ahmedabad Demand Overview
West Ahmedabad
87
Demand score • 523 sessions
Central Ahmedabad
79
Demand score • 412 sessions
East Ahmedabad
65
Demand score • 287 sessions
North Ahmedabad
52
Demand score • 189 sessions
Top Performing Neighborhoods
By Session Volume
Navrangpura
West Zone
127
sessions
Vastrapur
West Zone
94
sessions
Bodakdev
West Zone
82
sessions
Satellite
Central Zone
76
sessions
By Payment Volume
Navrangpura
West Zone
₹28,340
volume
Bodakdev
West Zone
₹21,780
volume
Vastrapur
West Zone
₹18,950
volume
Satellite
Central Zone
₹15,230
volume
Neighborhood Deep Dive
Density Clusters
Popular Categories
Peak Activity Times
Geographic Expansion Ready
When GPS coordinates are enabled, this dashboard will display interactive heatmaps, delivery route optimization zones, and real-time demand clustering visualizations.
Vendor Performance
Vendor reliability metrics and network intelligence (Streethawk integration)
Streethawk Integration Required
All vendor metrics require Streethawk vendor coordination app to be operational. Data shown below represents future capabilities.
Top Vendors by Reliability Score
Reliability Leaderboard
FreshVeg Suppliers
12 neighborhoods served
94
Daily Dairy Co
8 neighborhoods served
91
Quick Grocery Hub
6 neighborhoods served
87
Green Harvest Market
5 neighborhoods served
84
Reliability Score Components
Score calculated from multiple factors:
Network Performance Metrics
Avg Response Time
15.3
minutes to accept
Demand Fulfillment
76.4%
Active Vendors
24
Currently registered
Coverage Areas
18
Neighborhoods covered
Response Time Distribution
Peak Demand Windows
Morning Peak
8-9 AM
34% of daily demand
Evening Peak
6-7 PM
42% of daily demand
Weekend Surge
+68%
vs weekdays
Holiday Spike
+145%
festival weeks
Vendor Service Coverage
Neighborhood Coverage Matrix
Navrangpura
8
Vastrapur
7
Bodakdev
6
Satellite
5
Maninagar
4
CG Road
6
SG Highway
5
Others
3-4