AI Reference Customer Matching

Stop sending generic case studies that miss the mark. Octave’s AI Reference Customer Matching automatically selects the most relevant proof points for every single prospect, directly in your Clay workflow. See how our GTM context engine can boost your reply rates.

Boost Reply Rates with Perfect-Fit Proof

Move beyond one-size-fits-all testimonials. Our AI agents analyze Clay's company data to match each B2B SaaS prospect with your most compelling, relevant customer story. This builds instant credibility and drives higher conversions.

  • Automatically select case studies by industry.
  • Surface proof points relevant to company size.
  • Match testimonials to specific product use cases.

Eliminate Manual Research and Rewriting

Free your GTM team from the tedious task of hunting for the right case study. Octave's native Clay integration automates the entire process, redirecting weeks of SDR and RevOps time every month back to active selling and strategy.

Scale Your GTM Messaging Consistently

Ensure every message, across every segment and product line, uses the most powerful social proof available. Our AI-powered system keeps your outbound on-message and effective, even as your ICP and product library evolve.

How AI Reference Customer Matching Works

Octave seamlessly integrates with your Clay.com workflows to inject real-time, relevant social proof into every email sequence.

Codify Your Proof Points

Structure your case studies, testimonials, and customer wins inside Octave’s living Messaging Library. Tag them by persona, product, and use case.

Enrich Prospects in Clay

Run your leads through your standard Clay workflow. Octave uses Clay’s firmographic data, like industry and company attributes, as signals for matching.

Generate Context-Aware Copy

Octave’s AI agents automatically select the best-fit proof point and weave it into a personalized, ready-to-send email via a single API call.

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.

Do I need to be a Clay.com user for this to work?

Yes, AI Reference Customer Matching is designed to work natively with Clay.com. It leverages Clay's powerful company enrichment data, like industry classification and attributes, to find the perfect customer story for each prospect in your workflow.

How does Octave know which case study is 'relevant'?

Our AI agents compare the firmographic data from Clay against the proof points you've codified in your Octave Messaging Library. It's a context-aware process that understands the nuances of your B2B SaaS segments, products, and use cases to find the most impactful match.

Can I use this for multiple product lines and personas?

Absolutely. Octave is built for B2B SaaS companies with multiple products, personas, and fragmented TAMs. Our agentic playbooks intelligently mix and match components from your library, ensuring the right proof point is selected for any target.

Does this replace my existing sequencer like Outreach or Salesloft?

No, Octave enhances your existing GTM stack. Our composable API pushes the final, personalized email copy—complete with the matched proof point—directly into your sequencer. This adds a powerful layer of context without forcing you to rip and replace tools.

Build your generative GTM motion today