Influencer Marketing Automation Platform
AI agents automate the entire influencer marketing pipeline from discovery to performance settlement
Service Type
Tech Stack
Key Features
Development Period
12+ weeks
Still managing influencer marketing manually?
The daily reality for hospital and brand marketing teams.
Searching influencers across 6 platforms, tracking in spreadsheets, and sending DMs by switching between apps — over and over.
Manual influencer search
Managing hundreds in Excel
Sending DMs across 6 apps
Repeated price negotiation
Manual performance tracking
Manual commission settlement
Manual influencer search
Searching each of 7 platforms
Managing hundreds in Excel
Manual records, frequent omissions
Sending DMs across 6 apps
App-switching fatigue, missed replies
Repeated price negotiation
No pricing benchmark
Manual performance tracking
UTM & revenue attribution impossible
Manual commission settlement
Commission calculation errors
6+
Platforms to manage
40h+
Monthly influencer discovery time
6
Separate messaging apps
200k+
Monthly customer messages
Most influencer marketing tools solve only one step — discovery or analytics. Real automation requires designing the full pipeline — discovery → outreach → negotiation → content → performance → settlement — as a single system.
6-Stage Data Pipeline
Discovery
7-platform MCP handlers crawl in parallel → LLM caption analysis
Selection & Analysis
Multi-factor fit score + category engagement rates → A–F grading
Communication
AI-personalized DM generation → 6-channel unified sending → AI auto-response
Funnel
15-stage auto-progression + CRM reservation integration
Automation
pg_cron extraction → keyword overlap detection → bottom-20 replacement
Performance
UTM tracking → revenue attribution → ROI dashboard → commission settlement
DiscoveryDiscovery
7-platform MCP handlers crawl in parallel → LLM caption analysis
Selection & AnalysisAnalysis
Multi-factor fit score + category engagement rates → A–F grading
CommunicationCommunication
AI-personalized DM generation → 6-channel unified sending → AI auto-response
FunnelFunnel
15-stage auto-progression + CRM reservation integration
AutomationAutomation
pg_cron extraction → keyword overlap detection → bottom-20 replacement
PerformancePerformance
UTM tracking → revenue attribution → ROI dashboard → commission settlement
LangGraph Multi-Agent Orchestration
Supervisor
LangGraphCentral orchestrator coordinating 4 specialized agents. Analyzes user requests with two-pass intent classification (keyword matching <1ms → LLM fallback ~500ms), with 50+ type-safe state channels flowing through the graph.
Discovery Agent
Crawls 7 platforms, expands keywords, explores hashtags
Supervisor
LangGraphCentral orchestrator coordinating 4 specialized agents. Analyzes user requests with two-pass intent classification.
Discovery Agent
Crawls 7 platforms, expands keywords, explores hashtags
Analysis Agent
Multi-factor fit scoring, caption analysis, A–F grading
Searcher Agent
RAG search, vector similarity matching, memory retrieval
Outreach Agent
Personalized DM generation, 6-channel sending, funnel progression
Tech Stack
Apify
7-actor crawling across Instagram, YouTube, TikTok, and Twitter with hashtag discovery
Anthropic Claude API
Campaign strategy, scoring, DM personalization, auto-response — core AI engine
Meta Graph API
Instagram·Facebook·WhatsApp OAuth, DM send/receive, HMAC-SHA256 verification
LINE Messaging API
Bot integration, bidirectional messaging, destination-based workspace routing
Nodemailer + Resend + IMAPFlow
SMTP outbound, IMAP inbound (5-min cron), Reply-All threading
TossPayments SDK v2.5
Credit top-up payments with 4-tier pricing plans (Basic–Business)
DeepL API
Real-time translation (KO/EN/JA/ZH) for multilingual influencer communication
Shopify·TikTok Shop·Amazon SP-API
E-commerce order tracking, UTM revenue attribution, commission settlement
MySQL (AWS RDS)
Hospital CRM integration, real-time reservation sync, influencer-to-patient conversion tracking
The Impakers Difference
End-to-end workflow automation
Most influencer marketing tools solve only one step — discovery or analytics. Impakers observed actual client operations end-to-end and designed the full pipeline — discovery → outreach → negotiation → content → settlement — as a single system, automatically tracking all 15 funnel stages.
AI-native from day one
Through 30+ MCP tools, the AI agent autonomously executes funnel progression, reservation registration, and guideline delivery — while escalating price negotiations and churn risk to humans. Two-pass intent classification (keyword <1ms → LLM fallback) delivers both accuracy and speed.
6-channel unification started from real pain
App-switching fatigue was identified as the root cause of delayed responses and lost deals. Instagram, Facebook, WhatsApp, LINE, Email, and X were unified into a single inbox with AI auto-response. HMAC-SHA256 and AES-CBC signature unification ensures security across all platforms.
Campaign-isolated architecture
Platform accounts are isolated per campaign within a single workspace using a COALESCE unique constraint, achieving both operational efficiency and data unification. Credit-based pay-per-use billing applies differentiated consumption per operation with 4-tier volume discounts.
Results & Impact
Influencer Discovery Time
90%DM Sending Efficiency
20xFunnel Tracking
15 stagesAI Agent Response
<2s4
AI AGENTS
30+
MCP TOOLS
6
Channels Unified
200k+
Messages/Month
90%
Discovery Time Saved