Ghost Score: how to predict which lead will buy this week
Imagine opening your CRM each morning and knowing exactly which leads to call today. Not based on gut feeling, but on data. Ghost Score is a predictive scoring system developed by Camilia that analyzes each lead's behavior to determine their likelihood of an immediate purchase. Agencies using it have improved conversion rates by 35% and reduced closing times by 22%.
What is lead scoring and why it matters in real estate
Lead scoring is a methodology that assigns a numerical score to each contact based on their likelihood of becoming a client. In real estate, where an agent may manage between 30 and 200 leads simultaneously, knowing which ones deserve your time is the difference between a great month and a wasted one.
The problem with traditional scoring is that it relies on static demographic data: stated budget, preferred area, or property type. These data points are useful but insufficient. A lead with a high budget will not necessarily buy soon, while one with a modest budget might be ready to sign tomorrow. Ghost Score goes beyond static data and focuses on what truly predicts a sale: behavior.
The behavioral signals that predict a purchase
After analyzing over 50,000 lead-agent interactions, we have identified the behavioral signals that best predict an immediate purchase. The first is response frequency: a lead who replies to your messages within an hour is 3 times more likely to buy than one who takes over 24 hours.
The second signal is interaction depth. A lead asking about community fees, financing options, or requesting a Saturday viewing is far more advanced in their decision process than one who only asks about price. Ghost Score detects these signals automatically and adjusts the score in real time, without the agent having to enter any data manually.
How Ghost Score works in practice
Ghost Score operates on a 0-to-100 scale. A lead scoring above 80 is flagged red (high buying probability, or high loss risk if you do not act now), while one below 30 is flagged violet (exploration phase). The system updates every time a new interaction is recorded.
In practice, this means that when you open your Camilia dashboard, leads appear sorted by urgency. Those needing a call today are at the top; those still exploring are at the bottom. The agent no longer needs to review 50 profiles to decide who to call first. Ghost Score has already decided, based on objective data.
Real results: what changes when you use predictive scoring
A Madrid-based real estate agency implemented Ghost Score for 3 months and shared their results. Before Ghost Score, their agents closed an average of 2.3 deals per month. After, the average rose to 3.1 deals, a 35% increase. But the most interesting finding was not the increase in closings; it was the reduction in hours worked.
By eliminating time spent on cold leads, agents recovered about 8 hours per week that they reinvested in hot leads. Additionally, response rates improved by 47% because hot leads received faster attention. It is a virtuous cycle: better prioritization leads to faster responses, and faster responses lead to more closings.
How to get started with Ghost Score
Ghost Score is available on all Camilia plans. It requires no setup: it activates automatically when you start managing leads on the platform. The more data the system accumulates, the more accurate it becomes. After about 2 weeks of use, predictions reach accuracy above 85%.
To get the most out of it, we recommend logging all interactions with your leads in Camilia, whether calls, visits, emails, or WhatsApp messages. Each data point feeds the algorithm and improves scoring accuracy. The combination of Ghost Score with automated follow-up sequences creates a system that practically runs itself: it identifies hot leads, prioritizes them, and sends the right follow-up at the right time.
Ghost Score transforms how real estate agents prioritize their time. Instead of distributing attention evenly across all leads, it lets you concentrate efforts on the opportunities with the highest closing potential. If you want to stop guessing and start deciding with data, try Camilia free and discover how predictive scoring can change your results.
