Influencer MarketingPerformance ScoringApps ScriptAutomation
Project Overview
Built an automation environment using Google Sheets and Apps Script — without adopting a separate CRM — to streamline repetitive recruitment and management tasks in Instagram and blog influencer campaigns. Established a formal scoring system that quantifies each influencer's actual contribution, objectifying selection criteria and creating a data-driven campaign management process.
The Challenge
- Operational Overload: Individually emailing and managing dozens of influencer candidates was entirely manual, creating extremely low recruitment efficiency
- Data Fragmentation: Recruitment, selection, guideline delivery, and performance data were scattered across different files, making unified history management impossible
- Subjective Selection: No quantitative metrics existed beyond simple follower counts to evaluate brand awareness or actual conversion contribution
Strategy / Solution
- Performance Scoring System: Designed a spreadsheet-based model combining channel influence and historical performance data to quantify weighted scores (Branding/DB scores), data-driving the selection criteria.
- Apps Script Email Automation:
- Bulk Sending System: Implemented personalized recruitment email mass delivery through Apps Script based on spreadsheet contact lists.
- Read Tracking & Status Management: Designed real-time email open tracking reflected in the sheet, enabling immediate follow-up management for non-responders.
- Campaign Process Standardization: Created detailed brand guidelines and automated the distribution process to ensure influencer brand tone compliance.
"The core of marketing engineering isn't grand solutions — it's adding technology (Script) to everyday tools (Spreadsheet) to solve immediate bottlenecks and change the numbers."
Execution
- Tech Stack: Google Sheets, Google Apps Script
- Key Activities: Influencer pool management sheet construction, Apps Script email logic development, campaign-specific performance dashboard creation
Results
| Metric | Before | After | Change |
|---|---|---|---|
| Campaign Management | Manual processes | Sheet-based unified automation | Systematic Operations |
| Data Management | File-by-file manual | Sheet-based unified automation | Systematic Operations |
| Selection Criteria Objectivity | Qualitative judgment | Data-driven scoring | Precision Improved |
Latest Insights
February 19, 2026
Kakao Share Thumbnail Not Showing? Here's the Fix (JavaScript SDK 2025)
Learn why Kakao Share thumbnails don't appear even with a valid imageUrl, and fix it using scrapImage to convert your URL into a KAGE CDN URL. Step-by-step guide.
Kakao SDKKakaoTalk ShareJavaScriptFrontendWeb Development
February 9, 2026
How to Generate CRM User Manuals in 20 Minutes with Claude Code Sub-Agents
Learn how Claude Code sub-agents can analyze your CRM codebase and auto-generate user manuals and visual guidebooks in just 20 minutes. See the real-world results.
Claude CodeAI Code AutomationSub-AgentsCRM DocumentationMulti-Agent
June 10, 2025
GEO Generative Engine Optimization: The Complete 2025 AI Marketing Strategy Guide
Learn what GEO (Generative Engine Optimization) is, how it differs from traditional SEO, and discover 5 proven AI marketing strategies to get cited by AI search engines in 2025.
AI MarketingGEOGenerative Engine OptimizationDigital MarketingSEO
Latest Projects
McPY CASE
Bigyo-won & In-house Brands
In-House Consultation Support System & Policy Admin Dashboard
Built a custom CRM landing page and gift policy admin integrating ad keywords, creatives, and customer history to boost consultation success rate to 22.2% by eliminating information asymmetry for agents.
CRM DevelopmentConsultation OptimizationAdmin Dashboard
McPY CASE
Bigyo-won & In-house Brands
Brand Renewal & MyData Service Strategy Proposal
Led a brand renewal initiative to consolidate fragmented data and enhance brand value, proactively proposing MyData utilization and new features to secure potential customers and complete a strategic roadmap.
Brand RenewalData GovernanceMyData
McPY CASE
Bigyo-won
Meta Ads A/B Testing & 95% CPA Reduction Strategy
Solved high-cost, low-efficiency lead acquisition by diversifying 40+ creatives, A/B testing landing pages, and integrating server-side API (CAPI) to achieve CPA under $10 and 22.2% consultation success rate.
Performance MarketingCAPI IntegrationA/B Testing
