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AI-Powered Lookalike Prospecting
Stop guessing who your next best customer is and let Octave's AI find and qualify them for you. Sign up for Octave and automate your AI lookalike prospecting to build qualified pipeline today.
Grow Pipeline, Not Workload
Octave uses Clay's powerful similarity algorithms to uncover prospects that mirror your best customers, instantly expanding your addressable market. Stop wasting weeks on manual research and let our agents automatically fill your pipeline with highly qualified leads, freeing your team to focus on selling and strategy.
Target with Unmatched Precision
Go beyond simple firmographics. Octave’s qualification agents analyze web, product, and CRM signals in real time, applying natural-language qualifiers to surface fit scores you can trust. Every lookalike prospect is deeply vetted against your unique, living ICP, ensuring you only reach out to the best-fit accounts.
Activate Your Existing GTM Stack
Octave integrates natively with Clay, pushing qualified lookalikes and AI-generated messages directly into your sequencer, CRM, or workflow tools. There's no need to rip-and-replace. Add a powerful context engine to the GTM stack you already own and trust.
How AI Lookalike Prospecting Works
In three steps, connect Octave and Clay to build a powerful, automated engine for finding and qualifying your next best customers.
Model Your Ideal Customer
Start with your existing best customers. Octave’s library codifies your unique GTM DNA—your personas, products, and use cases—creating a living model of your ICP.
Discover Similar Companies
Octave connects to Clay’s company similarity algorithms to find thousands of companies that match the patterns of your best customers, surfacing new, high-potential accounts.
Qualify and Personalize
Octave’s agents qualify each lookalike against your ICP and push the data—along with context-aware, personalized messaging—directly into your sequencer.
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.
Frequently Asked Questions
Still have questions? Get connected to our support team.
While Clay provides the powerful company similarity algorithm, Octave adds the critical GTM context layer. Octave’s agents use your living ICP and product messaging library to not only find lookalikes but also qualify them with natural language and generate hyper-personalized, ready-to-send messaging. It turns a list of similar companies into a fully automated, pipeline-generating workflow.
Yes, AI Lookalike Prospecting leverages Octave's native integration with Clay. You will need an account with both platforms to connect Clay's similarity algorithms to Octave’s GTM context engine.
Absolutely. Octave’s qualification agents are built on natural-language qualifiers. You can easily define and refine what makes a prospect a good fit, toggling qualifiers on or off to dynamically adjust your scoring model without writing complex formulas or code.
No. Octave is designed to replace black-box scoring models. Our qualification agents use transparent, natural-language rules that you control, providing trustworthy fit scores with full visibility into the 'why' behind each qualification decision.
Build your generative GTM motion today
