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.

“We’ve tried a lot of AI tools, but Octave is the first one that actually works the way our sales team needs it to. It understands real personas, real pain points, and creates messaging that lands. It’s become a core part of our modern GTM stack.”
Mollie Bodensteiner
VP RevOps, Engine
"Working with Octave has been a game changer for VELOX. Their AI platform has helped us streamline our messaging well beyond what we’ve seen with out of the box models like ChatGPT, Claude, or Gemini; and easily integrated into our existing stack. What really sets them apart is the support. Their team has been available 24/7 and has gone above and beyond to ensure our continued success. This level of commitment is rare, and it’s why we’re all in on Octave."
Joe Rowett
CEO, Velox
"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
"Octave has saved me countless weeks of manual research by enabling me to build rich, granular, and targeted GTM playbooks for my key personas. Previously this work would have taken 40+ hours of manual work and a dedicated team of product marketing resources. I can now tune the messaging to exactly what matters most to my audiences in minutes. Our next journey with Octave is applying this to agentic AI GTM programs."
Andrew Jacob
Director of Strategic Growth, QAD
"Octave is helping transform the quality and efficiency of our outbound marketing, but the people are what make it game-changer for us. When we need help, the Octave team is there. Outside normal working hours? No problem. Need a feature implemented urgently? They’ll take you seriously, not just brush you off with “we’ll put it on the roadmap”. This stuff isn't easy, but Octave demonstrates daily that they are invested in our success."
Mitch Speers
CRO, BuyerForesight
"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

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FAQ

Frequently Asked Questions

Still have questions? Get connected to our support team.

How is this different from using GPT directly in Clay?

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.

Do I need to be a GTM Engineer to use this?

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.

What kind of personalization is possible?

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.

Can Octave adapt to changes in our GTM strategy?

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.

Build your generative GTM motion today