Filters demo requests against ICP and buying signals so rep time is spent where it matters.
Activation complexity
Low
Time to activate
5-10 days
Volume share
20-35% of role volume in demo-heavy inbound orgs
Impact range
15-30%
Inherited pricing
€0.40 – €1.20 per lead processed
This capability inherits the Sales Development Representative's pricing model. The role's launch fee + monthly retainer + role-level usage cover every capability under the role. Adding this capability to an active deployment does not change the price.
What this capability handles
Demo Qualification protects the one resource a sales team cannot get back: rep calendar time. When demo requests are taken at face value, calendars fill with low-fit calls, and the reps who should be closing spend their best hours on conversations that were never going to convert. This capability reviews every demo request for fit and intent before it reaches a calendar, so booked demos are the ones worth holding. It is built for inbound-heavy teams where demo requests outpace the team's ability to vet them by hand. It moves each request through five stages in order. At intake it picks up the demo request. At fit-check it evaluates the request against your fit rules using the company profile and role. At context-gap it requests any missing information rather than guessing. At route it sorts the request into the right urgency band, and at handoff it passes the qualified request to a rep with context attached. It runs inside your CRM, your demo form, your calendar, and your enrichment tools, and it reads the request data, company profile, role, urgency cues, and fit rules on each request. For each request it produces a fit and intent read, any closed context gaps, an urgency band, and a routed handoff. The decision logic uses fit and intent signals to decide whether to accelerate, nurture, or route for review. It is deliberately cautious with high-value edge cases: borderline strategic requests are flagged for rep review rather than auto-rejected, so a real opportunity is never turned away by a rule. The capability hands to a human when ICP fit is borderline, when a strategic-account flag is present, or when stated urgency does not match the signals on the request. Every fit read, gap request, and routing decision is logged and reviewable. Typical fit: you have a defined ICP, established routing bands, and a clear rep handoff process. This capability improves rep calendar quality, with downstream impact that is strong but specific to demo volume. It typically handles 20-35% of role volume in demo-heavy inbound orgs and contributes within a 15-30% impact range.
Workflow summary
Intakes request, checks fit, closes context gaps, routes.
Stages
Decision logic
Uses fit and intent signals to decide whether to accelerate, nurture, or route for review.
Systems and data
{CRM,"demo form",calendar,enrichment}
{"request data","company profile",role,"urgency cues","fit rules"}
Exceptions & human handoff
Borderline strategic requests flag for rep review rather than auto-reject.
Borderline ICP, strategic-account flag, or stated-urgency mismatch.
Readiness
Defined ICP, routing bands, rep handoff process.
Owner on client side · Head of Sales
Impact contribution
Improves rep calendar quality; downstream impact is strong but specific to demo volume.
Primary KPI · Qualified-demo rate · 15-30%
When this capability shows up
Patterns where demo qualification is part of the launch set, with volume and pricing anchored to each company profile.
Mid-market SaaS with uneven inbound quality
SaaS · 80-250
1,200 / mo
A 180-person SaaS company gets 1,200 inbound leads a month across content downloads, free trials, and demo requests. Rep time is split unevenly, best reps end up on low-fit demos while marketing-qualified inbounds wait for response.
SDR Agent activates qualification + demo routing. Every inbound gets ICP-scored within a minute, routed to the right rep band, and rep calendar quality improves visibly.
Expected outcomes: 15-30% better rep time allocation, sub-minute qualification, qualified-demo rate up, low-fit demo count down. Pipeline quality holds while volume grows.
Monthly cost
€480–€1.4k
vs human anchor
€3.8k–€13k
Savings
0–3%
Upper-mid SaaS with high-velocity inbound
SaaS · 250-600
3,000 / mo
A 400-person product-led SaaS company captures 3,000 inbound leads per month through free trials, content, and demo requests. Rep calendar quality slips under volume spikes; the team has debated adding three SDRs just to keep up.
SDR Agent activates inbound-lead-qualification and demo-qualification. Every inbound is ICP-scored within a minute, routed to the right rep band, and demo requests are filtered for fit plus urgency before they hit the calendar.
Expected outcomes at this volume: qualified-demo rate rising 15-30%, low-fit demo count dropping, rep time allocation lift sustained through volume spikes, pipeline quality held at baseline or above.
Monthly cost
€1.2k–€3.6k
vs human anchor
€9.4k–€33k
Savings
0–3%
Mid-market SaaS with combined inbound + outbound motion
SaaS · 120-300
1,500 / mo
A 220-person B2B SaaS company runs both inbound and outbound motions with 1,500 leads worked per month. SDR focus splits unevenly across the two, and research quality drops whenever inbound volume spikes.
SDR Agent activates all three capabilities. Inbound-lead-qualification runs the always-on filter, demo-qualification protects the rep calendar, and outbound-research keeps brief quality stable when inbound surges.
Expected outcomes: rep time allocation lift 20-30%, qualified-demo rate up, outbound brief quality stable regardless of inbound spikes, pipeline quality holding at baseline or above.
Monthly cost
€600–€1.8k
vs human anchor
€4.9k–€16k
Savings
0–3%
All scenarios and cost ranges come from the Sales Development Representative role page.
Prerequisites
Activating Demo Qualification in production requires the following capabilities to be live first. Ordering matters, routing and classification quality propagate.
Capability-specific integrations
Beyond the Sales Development Representative's base stack, this capability plugs into:
More Sales Development Representative capabilities
Last reviewed
Your free Agent Opportunity Audit opens with Sales Development Representative and Demo Qualification pre-selected. We map the fit and the cost against the equivalent hire, with no obligation.