Signals we analyze
For teams already running outreach: we find new contacts backed by real code evidence. If the shortlist isn't a clear step up from your current pipeline, you get a refund.
We turn your product page into a usable audience checkpoint, then use it to build a shortlist sized to slot into your current pipeline.
1. Understand the product
Pull out the product summary, why it matters, and the best audience options from the page you share.
2. Get a shortlist to compare
Use the confirmed audience to request a shortlist — we'll email it to you once it's ready.
3. Run it against your current source
Compare reply rate against what you're already working from before deciding to switch.
A short, hand-picked list — GitHub profile, the specific reason they fit, and a first‑message angle for each person.
Search result example
| Name | Role | Why they fit | Opener |
|---|---|---|---|
| Marta Kowalska | Senior engineer at a growing team | Public commits show a hand-built workaround for this exact problem | "Saw your workaround for this — here's a drop-in replacement" |
| Diego Fernandes | Tech lead | Recently compared alternatives in a public thread | "Since you're already comparing options here — worth a look" |
| Amara Okafor | Staff engineer | Maintains an internal tool that patches around the same gap | "Saw your internal tool for this — might save you the upkeep" |
| Lucas Berger | Founding engineer | Asked publicly for a tool that does exactly this | "Saw you asking about this — happy to show you what we built" |
| Yui Tanaka | Backend engineer | Repo shows repeated manual fixes for the same recurring issue | "Noticed this keeps coming back in your repo — here's a permanent fix" |
01
Share what you're selling
Paste a product description or link. No need to define a buyer persona yourself — we work from what your product actually does.
02
We build custom search angles
Turned into pain patterns and workflows specific to what your product actually does.
03
We match against public technical signals
GitHub activity, repositories, and other public developer sources. Every match comes with the specific reason they fit.
04
You get a shortlist sized to your pipeline
Only matches backed by clear public evidence make the list — each with the specific reason they fit and a first-message opener, ready to test against your current pipeline.
Order what you need, when you need it. Every contact comes with the same fit reasoning, personalized opener, and outreach template — pick the size that fits.
Starter
100 contacts
Enough to test the search before committing to more.
Scale
1,000 contacts (or 500 LinkedIn profiles)
Sized to slot into an outreach pipeline that's already running.
Custom
however many you need
For volume outside the two packs above — priced by how many contacts you order.
Every package includes the same guarantee — a clear step up from your current outreach, or you get a refund.
How is this different from Apollo, Clay, or a bought list?
Bought databases sell the same static export to every buyer in your category — contact info, no context on fit. We match fresh against your specific product description, from public GitHub activity, and every contact comes with the specific reason they fit and an opening line.
Where does the data come from?
Public GitHub activity and other public technical sources — profiles, repositories, and activity that's already visible to anyone.
How does the refund guarantee work?
If your shortlist isn't a clear step up from what you're already working from, email us within 30 days of delivery and tell us what fell short — you get a refund for that package. The full conditions are in our Terms of Use.
Can I use these contacts however I want?
Results are licensed for your own outreach, not for resale or building a shared list. See our Terms of Use for details.
What if none of the results are a good fit?
Reply to the email and tell us what's off — we'll refine the search with you rather than leave you with a list that doesn't work.
First Users Search
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