Hot lead
Booked or requested a call after the demo experience.
Action: confirm immediately.
95% confidenceThe problem
The leak is after intent.
Most teams obsess over getting prospects into a demo. Demo Desk owns what happens immediately after interest is shown — while the signal is fresh and the next action still matters.
2,346
cold emails. One reply.
The warmest people in your funnel are the ones who already raised a hand — and nobody routes the follow-up. The leverage isn't another blast.
Before
Every interested prospect gets the same generic "thanks for watching," or nothing at all because the team is afraid of spamming the wrong people.
After
Each event is classified by signal quality, language, vertical, timing, and source. One useful next step — or a refusal when the data is incomplete.
Impact
Sales time shifts from guessing to handling the right handoffs: booked calls, abandoned demos, repeat visitors, and high-confidence escalations.
The system
Five paths. One discipline.
Deliberately narrow. It reads the intent signal, picks the route, sends or suppresses the matching follow-up, and records the handoff.
Abandoned
Exited midway, before the value landed.
Action: ask what broke; offer a short clarify.
65% confidenceLukewarm
Completed or engaged deeply without booking.
Action: start a 3-day vertical nurture.
65% confidenceRepeat
Returned to the demo or pricing 2+ times, fast.
Action: escalate to a human specialist.
95% confidenceResearch only
Competitor or non-buyer research signal.
Action: polite close, no chase.
95% confidenceRule 0 — the moat
No event data, no outreach.
Missing prospect name, business context, timestamp, source, or outcome signal? Demo Desk returns an error instead of inventing intent. That one refusal is what keeps it from becoming another spray-and-pray engine.
The proof
Proof you can inspect.
The proof pack covers every path: a Rule 0 failure, Spanish routing, timeout escalation, repeat-visitor escalation, and a high-volume batch.
10simulated intent events run through the rules
5decision paths covered with expected outcomes
100%path classifications matched expected routing
0messages sent when Rule 0 failed
CaseExpected routeStatus
Hot bookingConfirm, no handoffPass
Abandoned demoClarify, 60-min timeoutPass
Spanish leadNative Spanish bookingPass
Repeat visitorEscalate to specialistPass
Incomplete requestReject; no outreachPass
Watch the walkthrough
See how Demo Desk routes intent in real time.
A short walkthrough of the problem, the signal, and the routing logic behind Demo Desk.
- Why the minutes after interest matter.
- How each signal becomes one useful next action.
- Where Rule 0 prevents guessing and unnecessary outreach.
Demo Desk walkthrough
60–75 seconds: the problem, the insight, live routing, proof, and close.
Watch walkthrough Open on YouTubeThe workflow
Built for the handoff.
Everything supports the same operator loop: define the role, classify the signal, choose the message, and verify the route.
Defines the operator
Mission, constraints, and the belief that warm intent deserves disciplined handling.
Classifies intent
Five paths, confidence scoring, language routing, and stale-event handling.
Sends the message
English + Spanish, tuned by segment — PLG signups, sales-led demos, and enterprise evals.
Verifies behavior
Adversarial events show it rejecting bad data and routing high intent.
1
Intent event arrives
Name, business type, language, source, timestamp, and outcome signal are passed in.
2
Rule 0 gate runs
If event data is incomplete, Demo Desk returns an error and sends nothing.
3
Path + message selected
Signal, source, vertical, language, and timing decide the template and confidence.
4
Outcome routes back
back_to is set to null, escalate-human, or nurture-sequence so the next owner is explicit.
The useful output is tiny.
That's the point. Messy intent behavior becomes a crisp routing decision a sales team can trust.
path: 4
reason: repeat visitor, 3 views, rising engagement
confidence: 95%
message: specialist escalation
back_to: escalate-human
sla: contact within 4 hours
Own the minutes after interest.
Demo Desk reads prospect intent and decides the next useful action. No spray-and-pray. No guessing. No unnecessary outreach.