Revolutionize your lead scoring
Transform your CRM data into powerful insights with advanced machine learning models that drive better decisions and higher conversion rates.
At Algofy.ai, we specialize in transforming your CRM data from platforms like HubSpot, ActiveCampaign, Zoho, Salesforce, Pipedrive, and Microsoft Dynamics into powerful insights. Our robust models — including RandomForest, XGBoost, LightGBM, and Gradient Boosting — enhance your lead scoring, driving better decisions and improving conversion rates.
Data into actionable insights
01
Comprehensive Data Collection
We start by gathering and analyzing your CRM data to understand its nuances. By integrating seamlessly with your existing platforms, whether it's HubSpot, ActiveCampaign, or Zoho, we ensure no valuable information is left behind.
02
In-Depth Data Analysis and Feature Selection
Our team meticulously analyzes your data to pinpoint the most relevant features that impact lead conversion. This involves a collaborative readout session with you, where we discuss which features are crucial for the success of the model and why they were chosen.
03
Model Building and Evaluation
We don't just build a single model — we construct and evaluate an array of models, including RandomForest, XGBoost, LightGBM, K-Nearest Neighbors, and Neural Networks, among others—a total of 20 different models.
04
Quick Action and Automation
Within just 1-2 weeks, your team can set up targeted automations, including personalized email campaigns, re-engagement strategies, and tailored marketing efforts aimed at salvaging at-risk clients or promoting more effectively to high-potential leads.
Seamless CRM integration
HubSpot
ActiveCampaign
Zoho
Salesforce
Pipedrive
Microsoft Dynamics
Five steps to scoring
Data Collection
Seamless integration with your existing CRM platforms to gather comprehensive data.
Analysis & Feature Selection
Collaborative analysis to identify crucial conversion-driving features.
Model Building
Construction and evaluation of 20+ machine learning models to find your perfect fit.
Deployment
Smooth integration into your CRM for real-time lead scoring.
Automation Setup
Quick implementation of targeted automation strategies within 1-2 weeks.
Advanced machine learning models
RandomForest
XGBoost
LightGBM
Gradient Boosting
K-Nearest Neighbors
Neural Networks