Analytics & Infrastructure Performance Report
Q1 2026
Quarterly Performance Summary
Report Period
Jan 1 – Mar 31, 2026
Platform
Apars Classroom / ASG SHOP
Data Sources
Google Analytics 4 + BunnyCDN
Prepared By
Md Maheyan Islam, CTO
01 — User Analytics
Platform engagement at scale
499K
Active Users
↑ Q1 2026
631K
New Users
↑ +26.6% vs active
14m 34s
Avg Engagement / User
874 seconds exactly
54.3M
Total Events
108.8 / active user
Rolling 30-Day MAU — Full Q1 2026
30-day active user window plotted daily across all 90 days · Peak: 250,574 on day 50 (~Feb 19)
User Stickiness — DAU/MAU & WAU/MAU
Retention ratios over 90 days · Platform habit strength by cohort day
19.8%
DAU/MAU Peak
Day 88
50.5%
WAU/MAU Peak
Day 89
41.5%
DAU/WAU Peak
Day 88
250K
MAU Peak (30-day)
~Feb 19, 2026
02 — Content Performance
What users actually study
Top 10 Pages by Views
Q1 2026 · All page views
Top Pages — Detail
Views, users & bounce rates
# Page Views Bounce
01 FRB-26 Final Revision 15.78M 12.4%
02 HSC Academic Program 5.83M 16.6%
03 Admission Special 2.92M 31.1%
04 Shop | Apar's Classroom 588K 12.1%
05 HSC 27 Academic Cycles 416K 6.6%
06 Payment Dashboard 352K 13.4%
07 FRB-26 Full Syllabus 348K 34.8%
08 Apars Classroom 298K
09 Login | ASG Shop 263K
10 Live Streaming 149K
Course Views by Subject & Batch Year
Aggregated views across all cycles per subject · HSC 26 vs HSC 27 comparison
03 — Acquisition & Audience
Who users are & how they find us
Traffic Sources
First user source / medium · Q1 2026
Operating System
Active users by OS · 100% web platform
Geographic Distribution
Top cities · Bangladesh-first audience
Traffic Source Breakdown
Active users by first-touch channel
Source Users Share
(direct) / (none) 213,415 42.8%
google / organic 199,788 40.0%
fb / paid 65,026 13.0%
FB referral (all) 59,931 12.0%
apars.shop / referral 21,657 4.3%
youtube.com / referral 16,128 3.2%
webapp / webapplink 15,302 3.1%
bing / organic 4,227 0.8%
04 — CDN & Infrastructure
1.88 billion requests. Zero downtime.
ZONE A — Q1 Range
588.2M
Total Requests
92.82%
Cache Hit Rate
327 ms
Avg Origin Response
ZONE B — Q1 Range
696.6M
Total Requests
91.63%
Cache Hit Rate
253 ms
Avg Origin Response
ZONE C — January Only
601.3M
Total Requests
92.98%
Cache Hit Rate
344 ms
Avg Origin Response
Requests by Zone
Total CDN requests comparison across zones
Cache Hit Rate by Zone
Efficiency comparison · Target > 90%
Data Center Traffic Distribution
Singapore PoP leads with 56% of all traffic — optimal for Bangladesh delivery
05 — Key Insights & Recommendations
What the data tells us
FRB-26 is the Revenue Anchor monitor
15.78M views, 108K active users, 12.4% bounce rate. This single product drives ~60% of all course traffic. Treat its CDN delivery and uptime as a Tier-1 SLA obligation with dedicated BunnyCDN zone and AntMedia failover.
Google Organic at Scale invest more
199,788 first-time users from Google organic — nearly equal to direct (213,415). At this scale SEO is your second-largest acquisition channel. Structured landing pages per batch and blog content targeting HSC exam keywords could widen this lead in Q2–Q3.
New User Retention Gap investigate
631K new vs 499K active — 26.6% more first-time visitors than retained users. DAU/MAU starting at 5.7% in early January rising to 19.8% by March suggests the gap narrows with batch activity. Instrument onboarding funnel events for Q2 analysis.
Login Page Friction check drop-off
262,569 views on Login | ASG Shop makes it the 9th most visited page. Investigate OTP delivery speed via BulkSMSBD, Auth0 mobile latency, and social login conversion. A slow auth flow on Android mid-range devices will cause measurable drop-off.
HSC 27 Pipeline Loading Fast plan now
Physics (390K+ combined), Higher Math (349K+), Chemistry (200K+) for HSC 27 are scaling rapidly. By Q2–Q3 these will likely surpass HSC 26 traffic. Begin CDN pre-warming, BunnyCDN storage capacity review, and AntMedia streaming planning now.
Zone B — 13.75M 4xx Errors action required
Zone B recorded 13.75M 4xx requests vs Zone A's 1.29M and Zone C's 338K. This discrepancy likely reflects expired course URLs, missing assets from the BunnyCDN deletion incident, or misconfigured routes. A log sample crawl is recommended before Q2.
Android = 72.8% of Users prioritise
363,340 users on Android, 100% web. Core Web Vitals on Android Chrome — especially LCP and CLS on course player and shop pages — directly determine platform experience for nearly three-quarters of all users. Run monthly Lighthouse audits on Redmi 10 / Samsung A14.
Direct + Organic = 80.5% healthy mix
Combined direct (42.8%) and Google organic (40.0%) account for 80.5% of all first-user acquisition. This cost-efficient mix reduces paid dependency and signals strong brand recognition. Maintain this ratio by not over-indexing on paid social in Q2.