Lead scoring in most CRMs is a list of points added for a job title or a downloaded whitepaper, set up once and rarely revisited. Predictive Lead Intelligence & Scoring replaces it with models trained on which leads actually converted, how long they took and what they were worth, so the score reflects evidence rather than a rule someone wrote three years ago.
Where it helps
- Sales teams working leads in order of arrival because every lead looks the same
- Marketing-qualified leads that sales does not trust or follow up
- Account prioritization done by instinct across a large territory
- Forecasts that count every open lead the same way regardless of its chance of closing
What we deliver
- Conversion probability. The likelihood that each lead or account becomes a customer, based on behaviour, firmographics and history.
- Expected value. Predicted deal size and lifetime value, so a lead’s priority reflects what it is worth, not just whether it will close.
- Fit and intent signals. Which leads resemble the customers who stay and grow, and which are showing buying behaviour now, with the reasons shown to the rep.
- CRM delivery. Scores, reasons and recommended next actions written into your CRM and routing rules, refreshed as new activity arrives.
How an engagement runs
- Assess. We review your lead history, the data captured at each stage and the way sales and marketing define a qualified lead today.
- Build. We train the models, test them on past quarters and compare their ranking with the one your team used at the time.
- Integrate. Scores and reasons appear in the CRM views reps already use, and feed the attribution and revenue views for marketing.
- Run. We monitor accuracy as the market and your offer change, retrain on a schedule and report on conversion by score band.
What changes for your team
- Reps start the day with the leads most likely to close, and a reason for each
- Marketing and sales agree on what a good lead looks like, because the definition comes from outcomes
- Pipeline forecasts weight each lead by its real chance of closing
