JEEYOUNG MIN
Try App (Demo)
Internal Influencer Marketing Tool
A lightweight tool vibe coded to help the marketing team instantly source, organize, and DM TikTok influencers using scraped data.
ROLE
Sole Designer & Builder
TIMELINE
2 weeks
TOOLS
Cursor
Gemini
Sheets
Apify
Problem
Spreadsheet Fatigue & Overpriced Tools
The team was stuck in "spreadsheet hell", manual scraping into Google Sheets was visually cluttered and difficult to navigate. Existing tools were overpriced with features we didn't need.
The mission:
- UX Overhaul: Replace "uncomfortable" sheets with a simple, readable UI.
- Smart Scaling: Build a custom, lightweight tool without the enterprise cost.
Research: Define MVP
I met with the marketing team and gathered core needs:
Smart Discovery
Follower counts and hashtag sorting
One-Click Outreach
Bulk email and DM templates
Campaign Logic
Grouping influencers for easy management
Vibe Coded Process: Rapid MVP Build
1
Data Integration
Set up Apify and Google Sheets to handle seamless reading/writing of influencer data.
2
Direct-to-Code UI
Skipped traditional design tools to vibe code a functional desktop interface immediately.
3
Agile Refinement
Adjusted the UI in real-time whenever a feature felt "uncomfortable" or confusing.
4
Rapid Iteration
Shipped a working MVP in 14 days by focusing on core utility over visual polish.
5
Live Feedback Loop
Finalized the tool through direct, over-the-shoulder testing with the marketing team.
MVP Solution
Try App (Demo)
Smart Discovery
Instantly find TikTok creators by hashtag and follower count.
Quick Outreach
Save and reuse bulk email and DM templates.
Campaign Manager
Group influencers for targeted marketing efforts.
Visual Database
View info clearly and sync to Google Sheets.
Impact & Results
2x
sourcing speed
Replaced messy data rows with a visual dashboard, letting the team vet influencer fit instantly rather than digging through cells.
$7,200
annual savings
Cut overhead by replacing overpriced enterprise software with a custom, vibe-coded tool focused strictly on core needs.
2wks
development time
Shipped a high-utility MVP from scratch, moving the team from a broken workflow to a polished tool in record time.
Reflection
This project reinforced the value of building focused, low-complexity tools that solve specific workflow problems. Working under a tight timeline emphasized prioritizing core functionality over polish to deliver impact quickly.
Next Project
AI Powered Motion Graphic
View All Projects
Get In Touch
minneymin333@gmail.com
Connect
© 2026 Jeeyoung Min. All rights reserved.
Try App (Demo)
Internal Influencer Marketing Tool
A lightweight tool vibe coded to help the marketing team instantly source, organize, and DM TikTok influencers using scraped data.
ROLE
Sole Designer & Builder
TIMELINE
2 weeks
TOOLS
Cursor
Gemini
Sheets
Apify
Problem
Spreadsheet Fatigue & Overpriced Tools
The team was stuck in "spreadsheet hell", manual scraping into Google Sheets was visually cluttered and difficult to navigate. Existing tools were overpriced with features we didn't need.
The mission:
- UX Overhaul: Replace "uncomfortable" sheets with a simple, readable UI.
- Smart Scaling: Build a custom, lightweight tool without the enterprise cost.
Research: Define MVP
I met with the marketing team and gathered core needs:
Smart Discovery
Follower counts and hashtag sorting
One-Click Outreach
Bulk email and DM templates
Campaign Logic
Grouping influencers for easy management
Vibe Coded Process: Rapid MVP Build
1
Data Integration
Set up Apify and Google Sheets to handle seamless reading/writing of influencer data.
2
Direct-to-Code UI
Skipped traditional design tools to vibe code a functional desktop interface immediately.
3
Agile Refinement
Adjusted the UI in real-time whenever a feature felt "uncomfortable" or confusing.
4
Rapid Iteration
Shipped a working MVP in 14 days by focusing on core utility over visual polish.
5
Live Feedback Loop
Finalized the tool through direct, over-the-shoulder testing with the marketing team.
MVP Solution
Try App (Demo)
Smart Discovery
Instantly find TikTok creators by hashtag and follower count.
Quick Outreach
Save and reuse bulk email and DM templates.
Campaign Manager
Group influencers for targeted marketing efforts.
Visual Database
View info clearly and sync to Google Sheets.
Impact & Results
2x
sourcing speed
Replaced messy data rows with a visual dashboard, letting the team vet influencer fit instantly rather than digging through cells.
$7,200
annual savings
Cut overhead by replacing overpriced enterprise software with a custom, vibe-coded tool focused strictly on core needs.
2wks
development time
Shipped a high-utility MVP from scratch, moving the team from a broken workflow to a polished tool in record time.
Reflection
This project reinforced the value of building focused, low-complexity tools that solve specific workflow problems. Working under a tight timeline emphasized prioritizing core functionality over polish to deliver impact quickly.
Previous Project
NearBiew App (Paused)
Next Project
AI Powered Motion Graphic
View All Projects
Get In Touch
minneymin333@gmail.com
Connect
© 2026 Jeeyoung Min. All rights reserved.
Try App (Demo)
Internal Influencer Marketing Tool
A lightweight tool vibe coded to help the marketing team instantly source, organize, and DM TikTok influencers using scraped data.
ROLE
Sole Designer & Builder
TIMELINE
2 weeks
TOOLS
Cursor
Gemini
Sheets
Apify
Problem
Spreadsheet Fatigue & Overpriced Tools
The team was stuck in "spreadsheet hell", manual scraping into Google Sheets was visually cluttered and difficult to navigate. Existing tools were overpriced with features we didn't need.
The mission:
- UX Overhaul: Replace "uncomfortable" sheets with a simple, readable UI.
- Smart Scaling: Build a custom, lightweight tool without the enterprise cost.
Research: Define MVP
I met with the marketing team and gathered core needs:
Smart Discovery
Follower counts and hashtag sorting
One-Click Outreach
Bulk email and DM templates
Campaign Logic
Grouping influencers for easy management
Vibe Coded Process: Rapid MVP Build
1
Data Integration
Set up Apify and Google Sheets to handle seamless reading/writing of influencer data.
2
Direct-to-Code UI
Skipped traditional design tools to vibe code a functional desktop interface immediately.
3
Agile Refinement
Adjusted the UI in real-time whenever a feature felt "uncomfortable" or confusing.
4
Rapid Iteration
Shipped a working MVP in 14 days by focusing on core utility over visual polish.
5
Live Feedback Loop
Finalized the tool through direct, over-the-shoulder testing with the marketing team.
MVP Solution
Try App (Demo)
Smart Discovery
Instantly find TikTok creators by hashtag and follower count.
Quick Outreach
Save and reuse bulk email and DM templates.
Campaign Manager
Group influencers for targeted marketing efforts.
Visual Database
View info clearly and sync to Google Sheets.
Impact & Results
2x
sourcing speed
Replaced messy data rows with a visual dashboard, letting the team vet influencer fit instantly rather than digging through cells.
$7,200
annual savings
Cut overhead by replacing overpriced enterprise software with a custom, vibe-coded tool focused strictly on core needs.
2wks
development time
Shipped a high-utility MVP from scratch, moving the team from a broken workflow to a polished tool in record time.
Reflection
This project reinforced the value of building focused, low-complexity tools that solve specific workflow problems. Working under a tight timeline emphasized prioritizing core functionality over polish to deliver impact quickly.
Previous Project
NearBiew App (Paused)
Next Project
AI Powered Motion Graphic
View All Projects
Get In Touch
minneymin333@gmail.com
Connect
© 2026 Jeeyoung Min. All rights reserved.