Gifts that
actually land.
We scrape social signals, classify interests with AI, and match the perfect gift — all from a single API call.
signal-gift — enrichment pipeline
> signal-gift enrich --batch Q1-enterprise
resolving 847 contacts...
[+] sarah.chen@figma.com → marathon runner, trail enthusiast
archetype: Outdoors/Adventure (0.94)
→ gift: Cotopaxi Luzon 24L Daypack
···
[+] james.m@stripe.com → vinyl collector, home studio
archetype: Music/Audio (0.91)
→ gift: Audio-Technica AT-LP60X
···
[+] priya.p@monzo.com → specialty coffee, cold brew
archetype: Coffee/Tea Obsessive (0.96)
→ gift: Fellow Stagg EKG Kettle
···
[+] alex.r@notion.com → mechanical keyboards, home lab
archetype: Tech/Gadgets (0.89)
→ gift: Keychron Q1 Pro
···
> enrichment complete — 847/847 matched
tokens consumed: 847 · avg confidence: 0.91
ready to dispatch. run: signal-gift send --approve
status: operational · uptime: 99.98% · enriched: 24,891 contacts
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