Octave stores the ICP and messaging you write down. Ocean learns the ICP from your own won and lost deals and applies it to every company in your market.
Used by teams at
OctaveStoring your ICP, personas and messaging once so every agent uses them.
Octave calls itself a GTM context engine. Teams encode their ICP, personas, value props and qualification logic once, and Octave feeds that context to AI agents, Clay, n8n, sequencers and CRMs so every output stays on-message.
Learning your ICP from your wins and applying it to every company in your market.
Ocean is contextual intelligence for go-to-market. It reads what every company actually does from its own website, learns what good looks like from your closed-won and closed-lost deals, and ranks your whole market against it, with the reason behind each score. The ranked accounts arrive in your CRM, your rep queue or your AI agents.
What buyers weigh, grouped by the job each part does. A green check marks the stronger side.
| Topic | Ocean.io logo Ocean | Octave |
|---|---|---|
| Finding the right accounts | ||
| Where the ICP comes from | Ocean is stronger here. Learned automatically from your won and lost deals. | You define it, with chat-based refinement. |
| Lookalikes from your closed-won deals | Ocean is stronger here. Core of the product. Segments and models learned from your won and lost CRM deals. | Not a data provider. Agents qualify accounts against criteria you write. |
| The reason behind each account | Ocean is stronger here. Segment, score, tier and matched signals on every account and every export. | Agent qualification against the segments you wrote. |
| Contacts and data | ||
| Company data | Ocean is stronger here. 85M+ companies, built from the open web. | None of its own. It isn’t a data provider. |
| Contacts | Ocean is stronger here. Verified emails and direct phones from a waterfall across 16+ data sources. Charged only when a contact is found, and exports are free. | None of its own. It works with the data tools you already use. |
| Workflow and pricing | ||
| Messaging and playbooks | Not our product. | Octave is stronger here. Personas, value props and messaging playbooks are its core. |
| AI agents and MCP | MCP server, public API and a chat agent on the same data and lookalike engine. | An MCP server and a Claude Code plugin. |
| Pricing | Ocean is stronger here. Two ways to buy: a flat-rate plan with credits included, or a custom plan built around your deals and credit volume. | Ultra starts at $1,500 a month billed annually. The Base platform fee isn’t shown. |
Octave publishes one price and keeps the platform fee off the page.
Octave now leads with “a context layer that learns” and added Cohorts, which compares win rates across deal groups, in September 2026. It’s edging toward learning from won and lost deals.
A flat-rate plan with credits included, or a custom plan built around your deals.
Contacts are charged only when one is found. Exports are free.
See Ocean pricingContext you write down is a hypothesis. Context learned from your wins is evidence.
Choose Octave if Ocean.io logo Use both ifFive steps. Octave and Ocean work together: Ocean’s proven segments can feed Octave’s messaging.
Find your plan, your credit use and the renewal date.
Export the ICP, personas and segments your team wrote, so you can compare them with what Ocean learns from your wins.
Connect HubSpot, Salesforce, Pipedrive or Attio. Ocean reads your closed-won and closed-lost deals to learn what a good account looks like.
Ocean proposes segments and scores, with the reason on each. Correct anything that doesn’t match how you sell.
Scores, segments and matched signals go back to your CRM, or into Apollo, Instantly or Lemlist sequences.
The right alternative depends on what you use Octave for. Here’s what each is built for and where Ocean starts.
ClayBuilt for GTM engineers who assemble custom enrichment and research workflows from many data sources.
Where Ocean starts Ocean starts from your closed-won deals and ranks the market, instead of a build.
UnifyBuilt for Reps who build lists from a prompt and send from one chat, with signals that trigger plays.
Where Ocean starts Ocean ranks the market from your wins first, so the list is right before any agent sends.
LandbaseBuilt for Teams that want natural-language audience search and outreach from one AI platform.
Where Ocean starts Ocean learns from your own closed-won deals and leaves outreach to the tools you already use.
KeyplayBuilt for Teams that want ICP scores they can inspect and backtest, now part of Inflection.
Where Ocean starts Ocean learns from your won and lost deals, covers any industry and finds the contacts too.
LeadspaceBuilt for Teams that keep GTM profiles, signals, routing and scoring accurate in one data cloud.
Where Ocean starts Ocean ranks your market from your own won and lost deals, with the reason on each score.
Short answers on Octave’s cost, what a context layer does, how Ocean compares and how they work together.
Ultra starts at $1,500 a month billed annually. The Base plan’s annual platform fee isn’t published, and custom plans are available.
A GTM context engine. You write your ICP, personas and messaging once, and Octave feeds them to agents, Clay, sequencers and CRMs.
You define the ICP. Octave added Cohorts in September 2026 to compare win rates across deal groups, but it doesn’t describe learning segments from your won deals. Ocean does.
No. It isn’t a data provider. Ocean covers the market with its own company data.
Yes. Ocean’s proven segments can feed Octave’s messaging, so what you write matches the companies you actually win.
Ocean reads what each company does from its own website, learns from your closed-won and closed-lost deals, and returns ranked matches with the reason on each one.
Connect your CRM so Ocean reads your won and lost deals, review the segments it proposes, then compare them with the ICP in Octave and update it.
