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Propensity Modelling

Propensity Modelling for Smarter Sales and Marketing

Turn buying signals into actionable insight

Propensity Modelling helps you understand which accounts are most likely to buy – and why. Using enriched company intelligence, intent data and custom AI scoring, we identify in market accounts and the next best action for your sales and marketing teams. The result: faster activation, higher conversion and more predictable pipeline.

Driving targeted sales and marketing actions

For marketing operations teams, our Propensity Modelling services provide a scalable way to segment, prioritise and activate your total addressable market (TAM).

For sales teams, it highlights the accounts most ready to engage, along with the triggers signalling when to make contact.

Data driven propensity modelling enables your teams to:

  • Focus on the accounts most likely to convert
  • Allocate budget to high intent segments
  • Improve conversion efficiency across the funnel
  • Accelerate pipeline growth with greater predictability
Key Components:
  • Domain enrichment with firmographic and intent data
  • AI generated ICP Fit Score
  • Buyer intent scoring based on behaviours and signals
  • Behavioural thresholds that identify in market accounts
  • Automated segmentation for sales and marketing
  • TAM activation support for Marketing Ops.

How this helps your teams

Marketing Ops

Smarter segmentation, improved targeting, more efficient media spend.

Sales Ops

Clarity on where to focus time, early visibility into accounts heating up.

RevOps

Unified scoring and prioritisation across the funnel.

FAQs


What is Propensity Modelling?


A datadriven method for predicting which accounts are most likely to engage or buy based on firmographic and technographic profile, behavioural signals, intent data, and AIenhanced scoring.


How does it help Sales and Marketing teams?


It provides a ranked list of highpropensity accounts plus recommended next actions, helping teams prioritise outreach, increase efficiency, and focus effort where it will drive the most revenue.


What data sources are used?


Firmographics, technographics, intent data, buying signals, CRM activity, job postings, news, and enrichment sources such as Clay AI or CRMconnected tools.


Can this integrate with our CRM?


Yes. Scores, enriched data, and alerts can be pushed directly into HubSpot, Salesforce, Slack, or other CRMs.


Is this compliant with GDPR?


Yes. Only publicly available or permitted thirdparty data is used. Email validation is supported through approved thirdparty tools.