Creator Outreach OS

An AI-assisted creator outreach operating system built to help teams scale personalized Instagram DMs and outreach emails using Google Sheet...
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Quentin Lê@quentinle·May 18

Why Most Creator Outreach Fails at Scale (and How We Fixed It)

Here's the uncomfortable truth about creator outreach at scale: the moment you try to send more than 20-30 personalized DMs per day, quality collapses.


You either hire more people (expensive), use generic templates (low reply rates), or burn out your best operator copy-pasting between tabs.


We spent months building the backend workflow that modern creator acquisition teams actually need. Not another prompt pack. Not another "AI outreach tool." An actual operating system.


The core problem:

Most teams try to scale outreach by adding more manual steps — more spreadsheet tabs, more browser extensions, more copy-paste between ChatGPT and Instagram. This doesn't scale. It creates errors, drops records, and kills personalization quality.


What actually works:

A structured pipeline where creator data flows automatically from sourcing → enrichment → analysis → personalized outreach generation → routing. Each step is automated, logged, and recoverable.


The infrastructure stack:

  • Google Sheets as the CRM backbone (every team already knows it)

  • Make.com for automation routing (visual, debuggable, maintainable)

  • Apify for Instagram data enrichment (reliable, scalable)

  • OpenAI for creator-specific message generation (calibrated prompts, not generic completions)


The result:

Teams running this system are sending 50-100+ personalized creator DMs and emails per day with reply rates that match hand-written outreach. The system handles sourcing, enrichment, analysis, generation, routing, error recovery, and reruns — all inside a Google Sheet + Make.com workflow.


If you're running creator partnerships for an agency or brand and you're still doing this manually, you're leaving scale on the table.


Creator Outreach OS is live. One-time purchase, lifetime access, complete operating system.