Back to solution: Customer Intelligence

New-customer potential

Which companies are a real fit as new customers?

StableScore AI derives a target profile from your best existing customers, finds companies that match it and explains for each candidate why it fits your offer.

The operational problem

Contact lists don't tell you who really fits

Prospecting often starts with purchased lists or the gut feeling of individual sales reps. Whether a company matches your successful customers in industry, size, needs and delivery area usually only becomes clear after a lot of time has gone into outreach.

Relevant data

Data for a reliable target profile

  • Existing-customer order history (ERP)
  • Company data and commercial register
  • Location and delivery-area data
  • CRM contacts and quotes

Step by step

From customer profile to first contact in four steps

  1. 01

    Derive the profile

    Orders and revenue from your existing customers show what your best customers have in common: industry, size, product range and region.

  2. 02

    Find candidates

    Company data and the commercial register surface businesses with a similar profile, including new sites and newly founded companies.

  3. 03

    Match and prioritise

    Each candidate is checked against the profile, your delivery area and the CRM. Existing contacts and open quotes are flagged so no company is approached twice.

  4. 04

    Hand over for outreach

    The responsible sales team receives a prioritised list with reasons, the right function to contact and the next step.

Concrete output

Prioritised target accounts with reasons

Each candidate shows which traits match your best customers, what is still open and which first step makes sense.

Success measure

Share of recommended target accounts that lead to a qualified first meeting, and the quotes that follow

Example output New-customer potential · Southern region

Score: 84 / 100

Approach Brakenfeld Kunststofftechnik as a target account

Why this recommendation?

  • Industry and size match 6 of your top 10 customers
  • New site 40 km from your warehouse
  • No contact or quote in the CRM yet

Next action

Request a first meeting with the head of purchasing by Friday

Owner: Sales, Southern region

Data sources

  • Existing-customer order history (ERP)
  • Company data and commercial register
  • Location and delivery-area data
  • CRM contacts and quotes

Names and values are fictional.

From data to action

A clear chain instead of another dashboard

  1. 01Data sourcesERP, CRM, spreadsheets, documents and APIs
  2. 02AnalysisNormalization, patterns, risks and opportunities
  3. 03Explainable resultPriority, reasons and confidence
  4. 04WorkflowA concrete task for the right person

Not a generic demo. A concrete data and decision assessment.

We assess your use case, available data and a measurable pilot scope.

Request a free analysis