03Work
GTM Suite
AI go-to-market platform. Creator discovery and Reddit lead finding for startups, from a one-line brief.
2026Consulting · end to end LiveNext.js · Express 5 · Postgres · OpenRouter · Langfuse
- 7
- stage lead pipeline
- 2-pass
- intent check
- 0
- auto-posted replies
- Langfuse
- traces on every run
The problem
Early-stage teams spend days hunting creators and buyers by hand, and most of what they find is off-target.
What I built
- 01Creator discovery: multi-round search (LLM query expansion, Serper, Apify) ranks Instagram creators on niche fit, engagement and purchase intent.
- 02Buying-intent commenters pulled out as leads.
- 03Reddit Leads: a 7-stage pipeline searches Google and Reddit and filters out bots and off-topic threads.
- 04A two-pass intent check (router model → Gemini Flash) ranks leads and drafts replies.
How it works
- Brief
- Query expansion
- Search
- Prefilter
- Intent check
- Leads
Decisions
Never auto-post
Replies are drafted, not sent. A person decides what goes out under the brand's name.
Cheap model first
A router model filters before Gemini Flash sees anything, which keeps cost per lead low.
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