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ICP Scoring

Only reach the leads that actually fit

Define your ideal customer profile once, and Outboundry's AI scores every lead against it from 0–100 before enrolment. Leads below your bar are skipped automatically, so your sends, credits and reputation go only to people worth reaching.

ATDMSN+1k Trusted by 1,000+ businesses running smarter outbound
Add leads · ICP checkLive
Check ICP score before enrolling
Only enrol leads that match, the rest are skipped
● B2B SaaS Decision-MakersFintech CFOsMin score 70
PN
Priya Nair
VP Marketing · Northwind SaaS
Passing96/100
MB
Marcus Bell
Head of Growth · Loop Analytics
Passing82/100
SO
Sam Osei
Marketing Manager · Tally
Skipped58/100
OB
Owen Blake
VP Marketing · Brightside Agency
Excluded/100
0–100ICP score
Right-fit onlyauto-enrolled
How it works

Define fit once, score every lead forever

Attributes + weights
1

Build an ICP group

Describe your ideal customer with weighted attributes: job title, seniority, industry, company size, location and your own custom fields.

AI, deterministic
2

AI scores each lead

The AI matches every lead's real data to your attributes and the engine turns those matches into a consistent 0–100 score, with a reason for each.

Auto-skip
3

Only matches enrol

Set a minimum score on any campaign and leads below the bar are skipped before a single message, or credit, is spent.

Relevance beats volume

Stop spraying. Start scoring.

Blasting a whole list burns credits, tanks deliverability and annoys the wrong people. ICP scoring keeps your outreach pointed at the accounts that can actually become revenue.

0–100
AI fit score on every single lead
8+
Attributes, plus your own custom fields
5
Match levels, exact to none
ICP groups for every segment
ICP group builder

Describe your ideal customer, attribute by attribute

Build an ICP group from the fields that matter: job title, seniority, industry, company type and size, location, plus custom attributes like tech stack or team size. Weight each one by how much it counts.

  • Rich attribute library + custom fields
  • Exact or lenient matching per attribute
  • Low / medium / high weighting
Build an ICP group
New ICP group · B2B SaaS Decision-Makers
Job Title
Target values
VP MarketingHead of GrowthCMODemand Gen
MatchingExactLenient
WeightLowMediumHigh
Company Size
Target values
50–200201–500
MatchingExactLenient
WeightLowMediumHigh
Explainable match levels

Every score comes with its reasons

The AI doesn't just spit out a number. It grades each attribute as an exact, strong, partial, weak or no match, and tells you why in plain English. You always know exactly why a lead scored the way it did.

  • Five clear match levels per attribute
  • A one-line reason for every match
  • Handles synonyms & messy titles automatically
See the breakdown
Marcus Bell · score breakdown
MB
Marcus Bell
Head of Growth · Loop Analytics
Passing82/100
LocationCanada, North AmericaExact
Company typeB2B SaaSExact
Job title“Head of Growth” maps to targetsStrong
SeniorityDirector, one step from VPStrong
Company size50–200 · lower edge of bandPartial
A 0–100 score you can trust

Consistent, weighted, never a black box

The AI normalises messy data into match levels; the engine does the maths. The same lead against the same ICP always scores the same, with weighting so your most important attributes move the needle most.

  • Deterministic, same inputs, same score
  • Weighted so priorities count more
  • Hard filters exclude off-target leads outright
Score your list
Scored leads · B2B SaaS Decision-Makers
PN
Priya Nair
VP Marketing · Northwind SaaS
Passing96/100
DR
Dana Rowe
Director Demand Gen · Cadence
Passing88/100
TA
Tomás Alvarez
VP Sales · Gridline
Skipped67/100
NP
Nina Patel
Marketing Intern · Volt
Skipped24/100
LF
Lena Fischer
CMO · Rheinwerk (Germany)
Excluded/100
Enrolment gate

Set a minimum score and let low-fit leads fall away

Turn on the ICP check for any campaign, pick a group, and drag a single slider. Leads that don't clear your threshold never get enrolled, protecting your credits, your domains and your reputation.

  • One toggle per campaign at add-leads
  • Choose which ICP group to score against
  • Set the minimum score with a slider
Gate a campaign
New campaign · add leads
Check ICP score before enrolling
Only enrol leads that match your ICP
ICP group
● B2B SaaS Decision-Makers● Fintech CFOs
Minimum ICP score
70
050100
Leads scoring below 70 against B2B SaaS Decision-Makers won't be enrolled.
Multiple ICP groups

A profile for every segment you sell to

You don't sell to just one type of buyer, so build as many ICP groups as you need. Score the same list against different profiles, and point each campaign at the group that fits.

  • Unlimited saved ICP groups
  • Reuse a group across many campaigns
  • Version & archive as your targeting evolves
Manage ICP groups
ICP Scoring · your groups
B2B SaaS Decision-Makers
Senior marketing & growth leaders at North-American B2B SaaS companies.
Active6 attributesUsed in SaaS-Q3, APAC SaaS
Fintech CFOs & Finance Leaders
Finance decision-makers at growth-stage fintech companies.
Active5 attributesUsed in FinTech CFOs
Agency Founders
Founders & owners of digital / marketing agencies.
Archived3 attributes
Protect what matters

Better fit means better everything

Every lead you don't waste outreach on is credits saved, deliverability protected and reply quality lifted. ICP scoring quietly makes every other part of your outbound work harder.

  • Spend AI & sending credits only on real prospects
  • Protect domain reputation from bad-fit blasts
  • Higher reply quality feeds a cleaner pipeline
See it feed your pipeline
Enrolment · before vs after ICP check
Uploaded leads
1000
Enrolled (≥ 70)
612
612 right-fit leads enrolled
Scored ≥ 70 against your ICP
Enrolled
388 low-fit leads skipped
Credits & reputation protected
Skipped
FAQ

ICP Scoring questions, answered

What is ICP Scoring?
ICP Scoring lets you define your ideal customer profile as a set of weighted attributes, then has AI score every lead against it from 0–100. You can gate any campaign so only leads that clear a minimum score get enrolled, keeping your outreach focused on the accounts most likely to convert.
Which attributes can I score on?
Job title, seniority, department, industry, company type, company size, location and language out of the box, plus custom attributes like tech stack, team size or an ice-breaker signal. Each attribute can be an exact or lenient match and weighted low, medium or high.
How is the score calculated?
The AI normalises each lead's messy real-world data into a match level per attribute (exact, strong, partial, weak or none), and a deterministic engine turns those weighted matches into a 0–100 score. Because the AI grades and the code does the maths, the same lead against the same ICP always scores the same.
Can I see why a lead scored the way it did?
Yes. Every score opens into a per-attribute breakdown showing the match level and a plain-English reason for each, so it's never a black box. Hard-filter attributes (like region or company type) can exclude a lead outright regardless of the rest.
How does it gate a campaign?
When you add leads to a campaign, turn on “Check ICP score before enrolling,” pick an ICP group, and set a minimum score with a slider. Leads that score below your threshold are skipped automatically, they never receive a message or consume credits.
Can I have more than one ICP?
As many as you like. Create a separate ICP group for each segment you sell to, reuse groups across campaigns, and version or archive them as your targeting evolves.
Start in minutes

Reach the right leads,
skip the rest

Define your ICP once and let AI score every lead against it, so your campaigns, credits and reputation go only to the prospects worth reaching.

Join 1,000+ teams running smarter outbound on Outboundry.