They guessed the email.
A public affiliation becomes a private inbox target, with no shared place to mark the pattern.
VOUCH / PRIVATE BACKER BRIEF / 2026
Vouch is the reputation layer for professional networking: a place to check the person, company, offer, or message before you give it your time, money, or trust.
01 / THE GAP
LinkedIn is excellent at helping people find one another. It is not designed to help them compare what happened after the connection.
A public affiliation becomes a private inbox target, with no shared place to mark the pattern.
An “exclusive opportunity” becomes a marketing service after the calendar invite is accepted.
People avoid negative posts, so the next person starts from zero.
02 / THE PRODUCT
The workflow is intentionally simple. The intelligence compounds underneath it.
Profile, company, job, post, offer, course, or service.
A short story, a label, a message, or a piece of evidence.
A starting score, shared labels, notes, and the next smart question.
03 / THE NETWORK
Vouch can connect the people, companies, domains, offers, and evidence that show up in the same story. That makes repeated behavior easier to see without turning one report into a verdict.
Reported by. Affiliated with. Contacted from. Corroborated by. Later: centrality, communities, recurrence, and paths across identities.
04 / WHY NOW
The addressable surface is already enormous. Vouch starts with one high-intent behavior: check the link before the reply.
External figures are from LinkedIn's published FY25 Q4 business highlights. The product and revenue figures below are clearly labeled working assumptions.
05 / THE MODEL
This is a transparent working model, not a forecast. Change the scenario to see how the same product loop behaves at different adoption levels.
CUMULATIVE CHECKS
Model inputs: active users, checks per active user, label density, and paid conversion. No external traction is implied.
06 / THE BUSINESS
The product can stay generous at the edge while power users pay for memory, monitoring, and team-level pattern analysis.
Free
$0For people who want a second opinion.
Pro
$12 / monthFor people who check before they engage.
Teams
$99 / monthFor organizations protecting a shared network.
07 / DISTRIBUTION
Vouch meets users at the moment they already want to search: before the reply, before the meeting, before the purchase.
A cold email, offer, job, or pitch arrives.
A user submits the link and adds one sentence.
That context helps the next person decide faster.
Users return because the network remembers.
08 / ROADMAP
Human-friendly submission, labels, notes, evidence prompts, private persistence.
Durable targets, deduped entities, email-to-profile signals, and shared context.
Nodal analysis, community detection, recurrence, centrality, and explainable alerts.
09 / THE ASK
Vouch is early by design. The first job is to prove that people will contribute context when the alternative is quietly getting burned.
Open the Vouch prototype