VOUCH / PRIVATE BACKER BRIEF / 2026

Context before contact.

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.

Explore the model A living web deck, not a PDF.
VA second opinion for the professional web.

01 / THE GAP

The professional web has reputation. It just doesn't have memory.

LinkedIn is excellent at helping people find one another. It is not designed to help them compare what happened after the connection.

THE COLD CONTACT

They guessed the email.

A public affiliation becomes a private inbox target, with no shared place to mark the pattern.

THE FAKE OPPORTUNITY

They sold the interview.

An “exclusive opportunity” becomes a marketing service after the calendar invite is accepted.

THE SILENT COST

Everyone keeps quiet.

People avoid negative posts, so the next person starts from zero.

02 / THE PRODUCT

Vouch turns a hunch into useful context.

The workflow is intentionally simple. The intelligence compounds underneath it.

01

Submit the link

Profile, company, job, post, offer, course, or service.

02

Add what happened

A short story, a label, a message, or a piece of evidence.

03

See the signal

A starting score, shared labels, notes, and the next smart question.

03 / THE NETWORK

Not a review box. A living map of professional behavior.

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.

VVouchPersonprofileCompanypageDomainemailEvidencemessage
4

relationship types in the first useful version

Reported by. Affiliated with. Contacted from. Corroborated by. Later: centrality, communities, recurrence, and paths across identities.

nodesedgestimeconfidence

04 / WHY NOW

More professional opportunity means more professional noise.

The addressable surface is already enormous. Vouch starts with one high-intent behavior: check the link before the reply.

1.2B+LinkedIn membersLinkedIn FY25 Q4 highlights
4 yearsof double-digit member growthLinkedIn FY25 Q4 highlights
1 actionto create useful contextSubmit a link

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

A small habit can become a large memory.

This is a transparent working model, not a forecast. Change the scenario to see how the same product loop behaves at different adoption levels.

50kactive users at month 12working assumption
15%paid conversionworking assumption
$1.08mmodeled ARR$12/month Pro plan

CUMULATIVE CHECKS

More checks create more searchable context.

Assumes community loops begin compounding after the first 10k active users.
2,200
Q1
8,200
Q2
21,400
Q3
50,800
Q4

Model inputs: active users, checks per active user, label density, and paid conversion. No external traction is implied.

06 / THE BUSINESS

Free context creates the network. Paid control creates the business.

The product can stay generous at the edge while power users pay for memory, monitoring, and team-level pattern analysis.

Free

$0

For people who want a second opinion.

  • 5 checks / month
  • Community labels
  • Private notes

Teams

$99 / month

For organizations protecting a shared network.

  • Shared workspaces
  • Domain watchlists
  • Network analytics

07 / DISTRIBUTION

Every uncomfortable message is a distribution moment.

Vouch meets users at the moment they already want to search: before the reply, before the meeting, before the purchase.

01

The message

A cold email, offer, job, or pitch arrives.

02

The check

A user submits the link and adds one sentence.

03

The memory

That context helps the next person decide faster.

04

The habit

Users return because the network remembers.

08 / ROADMAP

Start with clarity. Grow into network intelligence.

Now

Check the link

Human-friendly submission, labels, notes, evidence prompts, private persistence.

Next

Remember the relationship

Durable targets, deduped entities, email-to-profile signals, and shared context.

Scale

Read the network

Nodal analysis, community detection, recurrence, centrality, and explainable alerts.

09 / THE ASK

Help build the memory layer for professional life.

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