AI LinkedIn Message Writing
Stop wrestling with generic templates and complex prompt chains for your LinkedIn outreach. See how Octave's AI-powered LinkedIn message writing uses your GTM strategy to generate hyper-personalized messages that get replies.
Generate replies, not just views
Octave's AI goes beyond {first_name}. It uses your unique GTM DNA—your ICP, products, and use cases—to craft messages that resonate with a prospect's specific pains, driving higher reply and conversion rates.


Free your SDRs to sell
Redirect weeks of SDR and RevOps time from manual research and rewriting. Octave automates the entire flow from profile scrape to ready-to-send message, letting your team focus on building relationships and closing deals.
Scale personalization without the swamp
Move beyond the fragile, stitched-together workflows of Clay columns and prompt chains. Octave provides a central GTM context engine, giving you control over messaging while automating complex, multi-persona outbound campaigns.

How AI message writing works
Connect Octave to your Clay workflow to turn raw profile data into personalized, ready-to-send LinkedIn messages in three steps.
Scrape & Enrich Profiles
Use Clay's native functions to scrape LinkedIn profiles and enrich them with firmographic, persona, and intent data.
Generate Context-Aware Copy
Octave ingests this data and uses its GTM context engine—your living library of personas, value props, and use cases—to generate a concept-driven message.
Push to Your Sequencer
A single API endpoint pushes the perfectly crafted LinkedIn message into your sequencer or workflow tool, ready for outreach.
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.
Generic LLMs require complex, multi-step prompt chains that are difficult to maintain and often produce generic copy. Octave acts as a 'GTM brain' for Clay, using a dynamic library of your specific ICP, messaging, and positioning to generate context-aware messages without the prompt engineering overhead.
No. While Octave provides powerful tools for GTM Engineers and RevOps, our platform allows business users to model and refine messaging in plain language. The integration is designed to be 'invisible to reps,' delivering high-quality messages without a learning curve for SDRs.
Octave moves from variable-centric (`{company_name}`) to concept-centric personalization. It intelligently mixes and matches your segments, products, use cases, and proof points based on the prospect's profile data to create a unique narrative for every single person.
Yes. Octave's messaging library is a living asset. When you launch a new product, reposition, or enter a new market, you update the library once. All subsequent messages automatically reflect the change, ensuring your outreach is never off-message.