Portfolio / Case Study / MSLSCM Campaign
Google Ads Meta Ads YouTube A/B Testing Mobile-First UTM Tracking GA4

How We Reached 2.68 Million People
With a $1,300 Budget

A full case study of the Wright State University MSLSCM digital marketing campaign targeting Kathmandu, Nepal — February to April 2025. An 8-week multi-channel campaign that delivered exceptional ROI through continuous data-driven optimization.

2.68M+
Total Impressions
12K+
Link Clicks
$6.76
Best Cost/Conv.
98.4%
Mobile Conversions
Project Overview

The Brief

The goal was to promote the Master of Science in Logistics and Supply Chain Management (MSLSCM) program at Wright State University to prospective students in Kathmandu, Nepal. With a budget of just $1,500 and an 8-week timeline, the campaign needed to maximize awareness and drive genuine enrollment inquiries from a very specific demographic — young professionals aged 21–35.

The campaign emphasized three key program differentiators: affordability, STEM classification, and rigorous course curriculum. Channels deployed included Google Search Ads, Google Display Network, YouTube video ads, and Facebook/Instagram sponsored posts.

$1,300
Total Budget Spent (of $1,500)
8 Weeks
Campaign Duration (Feb–Apr 2025)
4
Channels — Google, YouTube, FB, IG
Campaign Performance

The Numbers That Mattered

The campaign delivered strong results across all channels. Google Search Ads drove high-intent traffic, YouTube generated massive reach and engagement, and social media created broad awareness — all within a modest $1,300 budget.

Clicks and Conversions Chart
📊 Upload img-clicks.png to GitHub to display this chart

Figure 1: Google Ads Dashboard — Clicks & Conversions Timeline (Feb 18 – Apr 17, 2025) | 8.64K Clicks · 56 Conversions · $8.13 Cost/Conv

ChannelBudgetImpressionsClicks / ViewsKey Result
Social Media (FB/IG)$3732.68M+12K clicks32.63% top CTR
Google Search Ads$193224K7.52K clicks$9.65 cost/conv
YouTube Video Ads$7341.34M735K engagements54.61% completion
TOTAL$1,3002.68M+12K+ clicks$6.76 best CPA
Keyword Strategy

From Broad to Precise

The campaign started with broad industry terms and evolved toward high-performing niche keywords based on real-time data. The discovery that "Warehousing" delivered a 26.41% CTR — nearly 9x the higher education average of 3–5% — was a turning point that shaped the entire keyword strategy.

Keyword Performance
📊 Keyword Performance by Cost, Clicks & CTR
Top Search Queries
🔍 Top Search Queries Triggering Ads
KeywordCostClicksCTRPerformance
Supply Chain ManagementUS$82.103489.64%Strong
WarehousingUS$58.7327226.41%⭐ Top Performer
LogisticsUS$56.172457.37%Good
supply chain managementUS$22.0710932.63%⭐ Top Performer
Inventory ManagementUS$21.792235.14%Average
The Biggest Discovery

Mobile-First Changed Everything

The single most impactful insight of this campaign was the overwhelming dominance of mobile devices. After discovering that 87.9% of ad costs and 95.9% of clicks came from mobile devices, the team made a decisive pivot — redesigning all ad formats, landing pages, and scheduling for mobile users.

Device Performance
📱 Device Performance — Mobile Dominance
Network Performance
🌐 Network Performance — Display vs Search
87.9%
of ad costs from mobile
95.9%
of clicks from mobile
100%
of conversions from mobile
📱
Redesigned all landing pages and ad formats specifically for mobile user experience after the discovery
Optimized ad scheduling based on daily performance data showing highest engagement in early morning hours (00:00–06:00)
📣
Incorporated mobile-specific calls-to-action that addressed on-the-go user behavior
Timing & Scheduling

When the Audience Was Listening

Performance data revealed clear patterns in when the target audience in Kathmandu was most active. Early morning hours consistently outperformed all other time slots, leading to strategic ad scheduling changes that improved overall campaign efficiency.

Day and Hour Heatmap
🕐 Upload img-heatmap.png to GitHub to display this heatmap

Figure 2: Performance Heatmap — Darker blue = higher clicks | Early morning (00:00–06:00) Mon–Wed performed best

🌅
00:00–06:00 consistently showed the strongest performance across all days
📅
Monday through Wednesday mornings recorded the highest engagement overall
📉
Performance gradually decreased throughout the day with minimal activity after noon — suggesting audience checked ads during morning commute
Budget & ROI

Making Every Dollar Count

Budget was redistributed throughout the campaign based on performance data. The top-performing campaign achieved a $6.76 cost-per-conversion — well below the higher education industry average of $15–25 per conversion.

Campaign Performance
💰 Upload img-campaigns.png to GitHub to display this chart

Figure 3: Campaign Performance Summary — Cost, Conversions & Cost-per-Conversion by Campaign

CampaignCostConversionsCost/Conv.
Spring25.MSLSCM.nepal.SearchUS$229.9434US$6.76 ⭐
Spring25.MSLSCM.NEPAL.SearchUS$131.9217US$7.76
Spring25.MSLSCM.Nep.SearchUS$93.225US$18.64
TOTAL / AVERAGEUS$455.0856US$8.13
Campaign Evolution

How the Strategy Changed

The campaign was not static — it evolved continuously over 8 weeks based on data signals. Here's how each major area shifted from initial approach to final optimized strategy.

📝 Content Strategy EVOLVED
Before: Basic student testimonials and generic program overviews.

After: Authentic Nepali student experiences at WSU, storytelling formats built from audience response data.
🔑 Keywords REFINED
Before: Broad STEM and general supply chain terms.

After: Targeted niche keywords like "Warehousing" (26.41% CTR) and program-specific terms.
👥 Audience EXPANDED
Before: Only prospective students aged 21–35.

After: Expanded to include parents; content highlighting long-term career ROI and program value.
💬 Messaging SHIFTED
Before: General program benefits and features.

After: Affordability-first messaging with cost-value comparison against competing programs.
📱 Device Strategy PIVOTED
Before: Standard formats across all devices.

After: Full mobile-first redesign after discovering 87.9% of costs and 100% of conversions came from mobile.
💰 Budget REALLOCATED
Before: Even distribution across campaigns.

After: Shifted to top-performing campaign ($6.76 CPA), cutting spend on high-cost campaign ($18.64 CPA).
Key Takeaways

10 Lessons Learned

Every campaign teaches something. Here are the most impactful lessons from this project that I carry into every marketing challenge.

01
Continuous Testing is Essential
Digital marketing requires constant experimentation — what works in week 1 may not work in week 4.
02
Mobile-First Always Wins
98.4% of conversions came from mobile. Always design for mobile first, desktop second.
03
Let Data Drive Decisions
Every keyword, headline, and budget change was driven by performance metrics — not assumptions.
04
A/B Testing Delivers Results
Testing multiple ad versions identified exactly what resonated with the Nepali target audience.
05
Video Beats Static Every Time
Short videos generated significantly higher engagement than flyers across all platforms.
06
UTM Parameters are Non-Negotiable
Accurate cross-channel attribution was only possible because of proper UTM tracking from day one.
07
Search Ads Drive Quality Leads
Search campaigns produced more authentic conversions — users actively searching show real intent.
08
Start Small, Scale Winners
Test with small budgets first, identify what works, then scale investment into top performers.
09
Timing Matters as Much as Creative
Early morning (00:00–06:00) dramatically outperformed all other time slots for this audience.
10
Education Marketing Needs Patience
Conversions built momentum after week 4 — educational decisions take longer consideration periods.

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