If you're running a business, you’ve likely faced this:
- Should we invest in paid ads for scale?
- Or partner with creators for trust and engagement?
Most teams treat this as a binary choice.
Pick one. Double down. Hope it works.
That decision is flawed.
Because:
Marketing channels don’t fail… they get used at the wrong stage.
Instead of asking:
👉 “Which channel is better?”
This project asks:
👉 Where does each channel actually work in the customer journey?
This analysis breaks the marketing funnel into:
- View → Click → Signup → Purchase
And evaluates how:
- Paid Ads
- Creator Partnerships
perform at each stage.
Some patterns become impossible to ignore:
- Strong performance in early stages (views → clicks → visits)
- Higher-quality, high-intent users
👉 Creators influence decision-making, not just awareness
- Consistent traffic generation
- Lower engagement and early-stage conversion
👉 Ads bring volume, not necessarily intent
- Creators dominate early funnel
- Ads stabilize performance in later stages
👉 There is no “better channel” — only better alignment
Looking at channels in isolation leads to wrong conclusions:
- Ads may look inefficient
- Creators may look expensive
But:
Each channel contributes differently across the funnel
The real advantage comes from this shift:
Stop choosing channels. Start assigning them roles.
- Awareness
- Trust-building
- Driving high-intent traffic
- Retargeting
- Conversion optimization
- Scaling demand
This approach allows you to:
- Reduce wasted ad spend
- Improve conversion efficiency
- Align marketing with customer behavior
- Build a scalable acquisition strategy
This project combines:
- Funnel-based performance metrics
- Channel-wise conversion analysis
- Comparative evaluation across user journey stages
(Full model, dashboard, and report included in the repository)
- 📊 Dashboard → Channel performance & cost metrics
- 📓 Notebook → Data processing & analysis
- 📄 Report → Detailed strategic breakdown
- 📂 Data → Source datasets
Marketing channels are not competitors. They are tools designed for different moments in the funnel.
This project demonstrates:
- Thinking beyond metrics → into strategy
- Connecting data to real business decisions
- Understanding how users move through a conversion funnel
- Dashboard and datasets included in the repository
- Detailed report available for deeper insights
If you’re deciding between ads and creators:
You’re asking the wrong question.
The real question is:
Where does each channel create the most impact?