Unlocking Hidden Growth with AI Segmentation

    A B2B SaaS Company Increases New Net Sales by 16%

    The Impact

    Smarter Targeting

    Freed sales and marketing teams from relying on guesswork, enabling them to focus on high-converting ICP segments

    Conversion Growth

    Boosted free-trial-to-paid conversions by 16% using precise behavioral and firmographic signals

    Fully Automated Segmentation

    Eliminated weeks of manual CRM analysis and surface-level reporting

    Company Overview

    The client is a B2B SaaS company offering collaboration and analytics tools for mid-market teams. They operate in a competitive space where growth depends on precision and reaching the right buyers with the right message at the right stage.

    The company had a solid demand generation engine and a healthy inbound pipeline, but struggled to understand which leads were most likely to convert and which churned after onboarding. Traditional lead scoring and CRM filters lacked the nuance to drive targeted sales outreach or personalized nurture sequences.

    The Challenge

    Despite using tools like HubSpot and Salesforce, the go-to-market team lacked visibility into why certain opportunities advanced while others stalled. They had a general ICP, but many segments remained too broad or were based on outdated assumptions.

    Key Challenges Included:

    Low conversion rates from free trial to paid

    Poor clarity on which segments respond best to outreach

    A/B testing campaigns with unclear segmentation logic

    Limited visibility into early churn risk among new customers

    The team needed to go beyond static personas and build a dynamic, data-driven understanding of customer segments.

    The Klary Solution

    Klary deployed its AI-powered segmentation platform to analyze customer and prospect data across CRM, product usage, and marketing interactions. Within hours, Klary delivered high-impact, explainable segments defined by human-readable rules.

    High-Converting Segment Example

    Accounts that...

    🏢 Are Series A- or Series B-funded startups
    👥 Have 11–50 employees
    🧩 Use integrations with Slack and Jira
    📉 Logged fewer than 3 user sessions after signup
    🧠 Viewed onboarding documentation but didn't attend a live webinar

    Result:

    This group matched the ICP, but showed early disengagement,indicating a strong opportunity for tailored CSM outreach. By acting on this segment with targeted messaging and custom onboarding support, the company improved conversions from free trial to paid customers by 16%.

    Klary also detected segments with a high likelihood of early churn, enabling proactive retention efforts such as in-app guidance and upsell alternatives.

    The Results

    Granular, Explainable Segments

    Each segment included clear logic tied to business outcomes (conversion, expansion, churn) making it easy for the Sales, CS, and Marketing teams to take action.

    16% Increase in Conversion Rate

    Targeted engagement of overlooked segments led to measurable gains in trial-to-paid conversions.

    Time-to-Insight Cut by 7X

    No more spending weeks building segments in spreadsheets. Ready-to-act-on insights were delivered in the CRM within hours.

    "Klary reveals patterns in our pipeline that we could never have detected manually. It completely reshaped how we allocate our sales and marketing efforts."
    VP of Revenue Operations