Head to head
Vibe Prospecting vs Signal Desk by LarryBuildsAI
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
No reviews yet
B2B company and contact data for lead lists, enrichment, research, and outreach. OAuth sign-in.
Full listingSignal Desk by LarryBuildsAI
Aio.github.LarryLemonBot/signal-deskNo reviews yet
One-to-three-cent spend routing, lead research, token-risk, and agent-tool comparison preflights.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Vibe Prospecting (98/100 against 88). Vibe Prospecting has noticeably more public adoption.
| Vibe Prospecting | Signal Desk by LarryBuildsAI | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A98/100 | A88/100 |
| Adoption | Growing | Growing |
| GitHub stars | 32 | 0 |
| Downloads / week | – | – |
| Runs where | Hosted (remote) | Hosted (remote) |
| Gateway-ready | Yes | Yes |
| Tools | — | 4 |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | — |
| Last release | 2026-09-15 | 2026-08-28 |
| Category | Sales and outbound | Sales and outbound |