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ICP Scoring

AI Lead Qualification Software That Scores Prospects During the Demo

No manual review. No unqualified demos. No wasted AE hours.

AI lead qualification software uses artificial intelligence to evaluate inbound prospects against a company's Ideal Customer Profile (ICP) criteria — automatically, in real time, without manual sales rep review. Floe's AI qualification engine runs throughout every demo: as the prospect answers discovery questions, Floe scores their company size, role, industry, pain signals, and intent level — then routes high-fit leads directly to an account executive with a structured brief.

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What Is Real-Time ICP Scoring?

Every discovery response updates a running score across five ICP dimensions, in real time, throughout the demo.

91ICP SCORE
ICP DimensionProspect SignalMatch
Company sizeB2B SaaS, 200–1000 empMatch
Buyer roleHead of Demand GenMatch
IndustrySaaS / TechMatch
Pain signalDemo gate bottleneckStrong
Intent levelEvaluating nowHigh

How Floe’s AI Qualification Works

Five stages. Every demo. No manual step from your team until the lead arrives at your AE’s inbox.

1

Discovery questions establish the prospect's context

Floe opens every demo with targeted discovery — role, company size, industry, current stack, and key pain points. Each answer maps to an ICP dimension.

2

Each response is cross-referenced against your ICP

Floe maps every signal — company size, role, pain keyword, intent phrase — to your configured ICP criteria in real time as the conversation unfolds.

3

The ICP score updates continuously throughout the demo

The score isn't calculated at the end — it updates after every discovery response. The demo adapts to confirmed signals as they're captured.

4

High-fit leads are routed to your AE instantly

When the final score crosses your routing threshold, Floe closes the demo, sends a structured brief to your AE, and creates an enriched contact in your CRM — within seconds.

5

Low-fit leads receive a graceful close

Below-threshold prospects get a polished wrap-up, relevant documentation, and an invitation to return when they're ready. No awkward dead ends, no wasted AE time.


ICP Criteria You Can Configure

You define your ICP. Floe scores every demo against it, and you can update it any time.

Company size / employee count

Define the headcount range your product is built for, and filter out companies that are too small or too large to convert.

Customisable

ARR range / revenue tier

Target companies in the ARR band where your pricing makes sense and your product delivers clear ROI.

Customisable

Industry / vertical

Restrict or weight scoring toward the verticals where you have proven case studies, integrations, and win rates.

Customisable

Buyer role / seniority

Score for the job title and seniority level most likely to champion your product — Head of Demand Gen, VP Sales, CTO, and so on.

Customisable

Pain signal keywords

Configure the pain phrases that indicate strong fit — 'demo gate', 'no-show rate', 'SE bandwidth', 'pipeline visibility' — and weight them by signal strength.

Customisable

What Changes When You Qualify in Real Time

Four outcomes that compound across every inbound demo your team runs.

No unqualified demos in your AE calendar

Only prospects that meet your ICP threshold reach your sales team. AEs spend every call on a lead that has already been screened, scored, and briefed.

SE bandwidth freed for high-value deals

First-touch demos are handled entirely by Floe. Your sales engineers focus on complex technical evaluations and deals that need a human in the room, not volume qualification.

CRM enriched automatically after every demo

Floe populates company, role, industry, pain signals, ICP score, and demo highlights into your CRM record. No manual data entry, no incomplete contact fields.

Higher win rates from complete AE context

Your AEs enter every call knowing exactly what the prospect said, what their pain is, and what score they hit. The first call is a continuation, not a cold introduction.

Frequently Asked Questions

What is real-time ICP scoring?
Real-time ICP scoring evaluates a prospect against your configured ICP criteria as the demo conversation unfolds, not after a form is submitted. Each discovery response updates a running score across dimensions like company size, role, industry, and intent level. The score is complete by the time the demo ends.
How does Floe score leads without manual sales rep review?
Floe's qualification engine maps each prospect response to your ICP dimensions automatically. When a prospect says they're the 'Head of Demand Gen at a 400-person SaaS company evaluating now', that maps to role, company size, and intent in real time. No rep needs to review or qualify the lead before routing.
Can I customise the ICP criteria?
Yes. You define the ICP dimensions and the routing threshold during onboarding, and you can update them at any time without re-deployment. Floe scores every subsequent demo against your current ICP definition, so changes take effect immediately.
What happens with low-fit leads?
Low-fit leads receive a graceful close — Floe wraps up the demo warmly, shares relevant documentation or a self-serve resource, and can offer an async next step like a case study or ROI calculator. They don't go to your AE calendar. Your team's time is protected without the prospect feeling rejected.

Every demo. Every lead. Scored in real time.

See Floe’s ICP scoring run live on a B2B SaaS product.

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