Creator Outreach | eCommerce Automation
Back to Case StudiesTikTok Shop Creator Outreach & Affiliate System
Automated creator discovery, outreach, and affiliate management for TikTok Shop brands.
eCommerce automation case study featuring lead management and workflow automation.
5×
Creator Partnerships
-80%
Outreach Time
+120%
Affiliate Revenue
Overview
A TikTok Shop brand needed to scale creator partnerships but was manually searching for creators, sending DMs, and tracking affiliate performance in spreadsheets. The automation increased creator partnerships 5× while reducing outreach time by 80%.
Business Context
Creator-driven commerce on TikTok Shop was rapidly becoming the brand's highest-converting sales channel, with creator-generated content outperforming paid advertising by 3x on return on ad spend. However, their manual approach to creator partnerships couldn't keep pace with the opportunity and competitors were signing creators faster. The marketing team spent hours daily searching for creators, copying profile data into spreadsheets, and sending individual outreach messages with no systematic follow-up or performance tracking. Successful creator relationships were generating significant revenue, but the brand was leaving substantial money on the table by not being able to scale their creator program efficiently while their competitors built larger creator rosters.
How We Built It
We designed a complete creator relationship management system starting with automated discovery across TikTok and Instagram platforms. Custom scrapers identify creators matching specific criteria — follower count ranges, engagement rates, niche categories, posting frequency, and content style — pulling their profiles into an Airtable-based CRM designed specifically for the creator program with custom fields for relationship stage, content performance, and lifetime value tracking. The outreach automation layer generates personalized messages using OpenAI, incorporating creator-specific details like recent viral videos, content themes, and audience demographics to ensure messages feel genuine rather than templated, resulting in significantly higher response rates. Automated follow-up sequences maintain engagement with prospects who haven't responded, with intelligent timing based on creator activity patterns and optimal sending windows. When creators express interest, an onboarding workflow guides them through affiliate agreement acceptance via DocuSign, product catalog selection based on their content niche, sample shipment coordination, and content brief delivery with brand guidelines and campaign requirements. The performance tracking system aggregates sales data from TikTok Shop with creator activity metrics, calculating true ROI per creator relationship including commission costs, product seeding expenses, and creative production support costs. Commission calculation runs automatically based on attributable sales with configurable tier structures, generating payout reports that integrate with the brand's payment systems for timely monthly disbursement. The Retool dashboard provides the creator team with a complete view of their pipeline — from outreach prospects to active affiliates to historical performance trends — with filtering by performance tier, content category, and engagement metrics.
Challenges
Manual creator discovery
No tracking of outreach status
Affiliate performance in spreadsheets
Inconsistent messaging
No visibility into ROI per creator
What We Delivered
Creator discovery engine with engagement and niche filters
Automated personalized outreach sequences
Affiliate onboarding workflow
Performance tracking dashboard
Commission calculation and payout automation
Creator relationship CRM
Tech Stack
TikTok API, Airtable, Make.com, OpenAI, Retool, Custom scraping
Tags
Results
5×
Creator Partnerships
-80%
Outreach Time
+120%
Affiliate Revenue
Strategic Impact
The 5× increase in creator partnerships directly translated to expanded reach and new customer acquisition, with TikTok Shop becoming the brand's fastest-growing sales channel and eventually representing over 35% of total revenue. The 80% reduction in outreach time freed the creator team to focus on relationship nurturing with top performers rather than administrative work, improving creator satisfaction and content quality. The 120% increase in affiliate revenue demonstrates the compounding effect of having more active creator relationships with better performance tracking and optimization, as the team could quickly identify and double down on winning content strategies. Consistent, personalized outreach has improved response rates significantly, as creators recognize the brand as professional and organized compared to competitors sending generic mass messages. The automated commission tracking and payout system has eliminated disputes with creators over earnings, improving relationship quality and creator retention rates while reducing accounting overhead. Clear ROI visibility per creator has enabled smarter resource allocation — the brand now knows exactly which creator profiles, audience sizes, and content styles drive the best results and can focus discovery efforts accordingly. The systematic approach to creator management has become a significant competitive advantage, allowing the brand to work with more creators at scale while competitors still manage relationships through scattered spreadsheets and manual processes. The infrastructure also positions the brand to expand creator programs to other platforms like Instagram and YouTube with minimal additional investment, as the core CRM and workflow systems are platform-agnostic. Creator relationship data has also informed product development decisions, as the team can identify which products resonate most with different audience segments.
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