AI Lead Qualification Scoring

Stop relying on black-box models and static formulas that don't adapt to your business. Use Octave's AI Lead Qualification Scoring to get dynamic, transparent fit scores you can actually trust.

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Finally, a score you can trust

Replace opaque scoring with a tunable agent that understands your business. Octave uses natural-language qualifiers rooted in your unique ICP, giving you full visibility into why a lead is a good fit.

Adapt your model in real time

Your market changes fast, and your scoring should too. Dynamically adjust your model by simply toggling qualifiers on or off to instantly reflect shifts in your ICP or new product launches.

Automate your GTM workflow

Free your RevOps team from maintaining fragile prompt chains. Octave combines research, qualification, and integrations into a single, hands-off flow that pushes trusted scores directly into your CRM or sequencer.

How AI Lead Qualification Scoring works

Octave integrates natively with Clay, turning enriched data into intelligent qualification scores in three simple steps.

Model your ICP

Codify your ideal customer profile, personas, and value propositions in plain language. This living library becomes the 'brain' for all qualification decisions.

Define qualifiers

Set your qualification criteria using simple, natural-language rules, not complex formulas. Octave's agents use these rules to analyze enriched data from Clay.

Push scores anywhere

A single API endpoint delivers real-time fit scores into your stack, enabling intelligent routing, context-aware personalization, and more efficient outbound.

Features

Resources

Ingest and codify company assets (e.g., websites, docs, decks) into actionable intelligence.

Library

Define and align core value propositions, target segments, and buyer personas.

Playbooks

Create hyper-personalized messaging for every niche, persona, and segment you target.

Agents

Power real-time workflows with agents grounded in your ICP and GTM strategy.

Styles

Encode tone of voice, brand identity, and the language patterns behind your best-performing CTAs.

Prospector

Surface every high-value contact in your target market—fast.

"Octave is the first agentic platform that may truly save us headcount. Its ability to understand our product and market paired with actionable suggestions, makes it the missing link between GTM strategy and execution. Whether you use it for outbound messaging, segmenting your customer base, or just creating GTM playbooks, you'll be amazed at how strong the results are."
Mallory Lee
VP RevOps, PhoneBurner

Related AI Capabilities

Trigger-Based Outreach

Stop missing opportunities with stale outreach. Octave creates timely, hyper-personalized messaging based on real-time events like funding rounds, leadership changes, or product launches tracked in Clay. Start building AI trigger-based outreach that converts.

Warm Outreach Automation

Stop sending cold emails to warm leads from Clay. Octave's AI crafts hyper-personalized messages from real-time intent signals and website visitor data to generate more replies and qualified pipeline.

Vertical Market Penetration

Struggling to personalize outbound for niche B2B SaaS verticals? Octave's AI-powered Vertical Market Penetration crafts hyper-relevant messaging by tapping into Clay's detailed industry data, boosting reply rates in every segment. Get started with Octave.

Value Prop Testing

Stop guessing which value propositions resonate with your B2B SaaS customers. Octave experiments with different value propositions using Clay's campaign infrastructure to find message-market fit. Sign up for Octave to automate your AI value prop testing and grow your pipeline.

Territory Assignment

Stop manually assigning territories and empower your reps to sell faster. See how Octave’s AI agents use your live ICP to qualify and route every lead with precision.

Technographic Targeting

Stop sending generic outbound based on a prospect's tech stack. Octave’s AI-powered technographic targeting uses Clay's deep analysis to generate messages that resonate with how their team actually works. See how Octave can transform your GTM strategy.

Segment-Based Messaging

Stop sending generic outbound that misses the mark. Octave’s AI-powered Segment-Based Messaging uses Clay's advanced filtering to create hyper-personalized campaigns that resonate with every niche and drive more qualified pipeline.

Sales Call Preparation

Turn enriched prospect data into winning call scripts, discovery questions, and objection handling—instantly. Automate your AI sales call preparation with Octave to help your sales team close more deals.

Social Proof Messaging

Stop sending generic outbound that relies on static case studies. Octave's AI-powered Social Proof Messaging dynamically incorporates relevant customer success data from Clay into every email, driving higher reply rates and converting more pipeline. See how our GTM context engine can transform your outreach.

See all capabilities

Learn More

How Indeavor put an intelligence engine behind their stack
How Rilla Uses Octave to Hire Better BDRs
How To Use Clay With Octave: A Guide For GTM Engineering Teams
FAQ

Frequently Asked Questions

Still have questions? Get connected to our support team.

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How is this different from lead scoring in my CRM or using Clay formulas?

Traditional scoring uses static formulas or untrustworthy black-box AI. Octave uses tunable agents that are deeply rooted in your dynamic ICP and product messaging. Instead of managing complex formulas in Clay, you use natural-language qualifiers, making the model transparent, easy to update, and far more accurate.

What kind of data can Octave's qualification agents use?

Our agents leverage the rich, structured data you already have in Clay. They also combine signals from web scrapes, product usage data from your warehouse (e.g., Snowflake), and your CRM to create a comprehensive, real-time qualification score.

Do I need to be a developer to set up scoring in Octave?

No. Octave is designed for GTM and RevOps teams. You define your ICP and qualifiers in plain language, and our platform handles the complexity, turning your strategic knowledge into a powerful, automated scoring engine without writing any code.

How quickly can the scoring model adapt if we launch a new product?

Instantly. You can update your messaging library with the new product details and adjust qualification agents with a few clicks. The model is designed to be dynamic and iterable, so it evolves in real-time with your GTM strategy.

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