# AI Lead Scoring Software for B2B SaaS | Trailspark > Lead scoring software that learns what qualified means. Trailspark evaluates product usage, demand gen, and ICP fit together and explains every score. _URL: https://www.trailspark.ai/_ --- AI Lead Scoring for B2B SaaS # Lead Scoring That Learns Your Business Most lead scoring only sees what lives in your CRM. Trailspark connects product users, marketing leads, and CRM contacts into one organization-level view and scores them together. It learns what qualified looks like from your data, evaluates product usage, demand gen signals, and ICP fit in a single pass, and shows you exactly why. Built for B2B SaaS teams running PLG, sales-led, or hybrid motions. Product alex.smith@acme.com Started Enterprise Trial API connected Hot CRM Alex Smith VP Engineering Demo requested Warm Marketing sarah.martinez@acme.com Webinar attendee Pricing page visit Warm Product m.johnson@gmail.com Connected integration 3 active sessions Cold Marketing william.jackson@acme.com Downloaded ebook A Acme Corp 5 signals HighPropensity AI assessment Active product usage and high intent marketing engagement, and strong ICP fit. Live Scoring Built for Marketing Ops, Demand Gen, and Growth teams at B2B SaaS companies ## Why Traditional Lead Scoring Breaks for B2B SaaS Points-based scoring only sees what's inside one system. Usually that means your CRM contacts or your marketing leads, but rarely your product users. Trailspark connects all three into one organization-level view, learns what qualified means from your actual outcomes, and evaluates product usage, demand gen engagement, ICP fit, and timing together. The AI shows its reasoning for every score. [See how Trailspark scores leads →](https://www.trailspark.ai/ai-lead-scoring) · [Product qualified lead scoring](https://www.trailspark.ai/product-qualified-leads) · [Compare vs alternatives](https://www.trailspark.ai/alternatives) ### Legacy Tools - •Only scores contacts already in your CRM or MAP - •Product users who never filled out a form are invisible - •No way to connect product users to accounts and contacts - •Black-box scores with no explanation - •Can't ingest real-time product events - •Wasn't built for B2B SaaS complexity ### With Trailspark - •Joins product users, marketing leads, and CRM contacts into one organization-level view - •Scores at the organization level, even when users exist in product but not in your CRM yet - •Learns what qualified looks like from your outcomes and gives plain-language explanations for every score - •Built for B2B SaaS teams running PLG, sales-led, or hybrid GTM Outcome-based Modeling ## Meet SparkSense AI Agent Automatically builds your ICP model from closed-won data and identifies the accounts and contacts that match. ### SparkSense AI Agent Active Connecting to CRM 2 Fetching Closed/Won Opportunities 3 Analyzing Accounts & Contacts 4 Building ICP Model Connecting to your CRM... ### How SparkSense Works #### Automatic ICP Creation Analyzes your closed-won deals to map the firmographic, demographic, and role-based patterns behind your best customers, beyond just company size and industry 1 #### Trend Tracking Detects when scoring accuracy drifts as your market, product, or ICP changes and recommends model updates before results start to slip 2 #### Conversation-Aware Assesses sentiment from recorded prospect conversations to add a qualitative layer to your scores, catching nuance that event data alone misses 3 ### Ready to supercharge your lead intelligence? Let SparkSense AI Agent work for you 24/7 Powerful Features ## Features That Actually Matter for Lead Scoring Built for B2B revenue teams who need accurate lead scoring, not more dashboards. 1 Real-time Processing ### Instant Signal Intake Ingest any signal through flexible webhooks in real time: product usage events, marketing engagement, CRM updates, and custom actions. Your scoring model gets the full picture as it happens. Real-time webhook ingestion from any source Product usage events, page views, form fills, and custom signals Support for any event structure with flexible schema mapping ![Trailspark real-time signal ingestion dashboard showing webhook configuration for product usage and engagement events](https://www.trailspark.ai/images/features/signal-ingestion.png) 2 Smart Configuration ### Not Just "AI Magic": Unified View, Full Control Most "AI-powered" scoring tools bolt a model onto one system's data and call it intelligence. Trailspark starts by resolving identities across your product, marketing, and CRM to build a unified organization-level view that most tools never see. From there, you map your product milestones, engagement patterns, and ICP criteria into signals the model actually understands. The AI learns from your expertise, not the other way around. Connect product users to CRM contacts and accounts, even when they signed up with different emails or never filled out a form Build a unified organization-level view from product, marketing, and CRM data Map product usage milestones and engagement patterns to scoring signals Add rich metadata so AI understands what each event means for your business ![Trailspark signal mapping interface showing how product actions and engagement events map to lead scoring signals](https://www.trailspark.ai/images/features/signal-mapping.png) 3 Transparent AI ### Explainable Scores See exactly why each lead was scored the way it was, in plain language. Understand which product signals, engagement patterns, and fit criteria drove the evaluation. Every assessment includes a confidence level. Plain-language AI reasoning for every score Key scoring factors breakdown showing which signals mattered most Confidence indicators so your team knows when to trust vs. investigate ![Trailspark explainable AI lead score showing plain-language reasoning, key scoring factors, and confidence percentage](https://www.trailspark.ai/images/features/lead-evaluation.png) AI Reasoning "High engagement across multiple touchpoints with increasing frequency indicates strong buying intent..." 4 Always Learning ### Feedback Loop Tell Trailspark when a score was right or wrong with one click. The model adapts to your market, your buyer behavior, and your definition of qualified. Accuracy improves with every correction. One-click feedback submission Model refinement based on outcomes Accuracy improvement tracking ![Trailspark one-click feedback interface for improving lead scoring accuracy over time](https://www.trailspark.ai/images/features/feedback-box.png) 5 Integration ### CRM Sync + Real-time Updates Push lead scores and AI reasoning directly to your CRM as they update. Trailspark can also create new CRM records for product users who meet your scoring criteria. No need to sync every free user and inflate costs. It scores at the organization level first and only surfaces the leads worth tracking in your sales workflow. Automatically create CRM leads from product users who hit your scoring threshold, without manual imports or bulk syncs Keep your CRM clean: only qualified product users become CRM records Bi-directional sync pushes scores, reasoning, and confidence in real time Custom field mapping to match your CRM schema ![Trailspark CRM sync showing real-time lead scores and AI reasoning pushed to sales workflow](https://www.trailspark.ai/images/features/leads-with-scores.png) Synced Simple Process ## How Trailspark Works From scattered signals across product, marketing, and CRM to unified organization-level scores your team can act on. Ingest, resolve, evaluate, and activate in one platform. ## Simple, Transparent Pricing Start free, scale as you grow. MonthlyAnnualSave 20% ### Free For testing with a small lead set $0/month - Up to 100 Monthly Active Leads - Up to 500 Signals/Month - Basic ICP Modeling ### Starter For early-stage B2B SaaS teams $199/month - Up to 1,000 Monthly Active Leads - Up to 5,000 Signals/Month - SparkSense Agent access - CRM Integrations - Email support Most Popular ### Growth For scaling PLG and hybrid GTM teams $499/month - Up to 10,000 Monthly Active Leads - Up to 50,000 Signals/Month - SparkSense Agent access - CRM Integrations - Email support ### Pro For high-volume B2B operations $999/month - Up to 100,000 Monthly Active Leads - Up to 500,000 Signals/Month - SparkSense Agent access - CRM Integrations - Email Support ## Common questions Everything you need to know about AI lead scoring, PQLs, and how Trailspark works with your existing stack. ### ### ### ### ### ###