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For lean GTM teams without a sales function, Swan AI is an AI GTM engineer that turns plain-language playbooks into agents which identify website visitors, enrich contacts, and run email and LinkedIn outreach sequences.

Presence & Market Position

28
SOV ScoreSOV Score — earned, engagement-weighted share of voice across Adam's curated panel of GTM voices, scored against the market. Earned only: a brand's own posts do not count. Not a quality rating, endorsement, or paid placement.

#36 of 80
AI-Native GTM Challengers

▼ 61 60-day move

Measures earned, engagement-weighted share of voice across the GTM voices panel. Methodology →

Swan AI is positioning itself as a GTM engineer that turns a team's strategy and context into agents that build and run revenue workflows. Its GTM conversation spans practical prospecting and the operating methods behind agent execution. Practitioner discussion covers qualifying accounts before spending on enrichment, reusable GTM skills, and adapting proven playbooks to an existing funnel. Technical walkthroughs examine model routing and the cost of running agents. The open-source GTMSkills library gives Swan a presence in how operators package their expertise for agents to use.

Related brands
Customers

Yotpo, Qodo, Winn.ai, QA Wolf, Zencity, EasySend, Groundcover, Rep AI, Flowspace, Machinery Partner

Business Profile

Swan AI was founded in 2023 by three co-founders — CEO Amos Bar-Joseph, CPO Ido Goldberg, and CTO Niv Oppenhaim — who had built and exited two earlier B2B startups together. It reached $1M in annualized revenue in about nine weeks without a sales team, closing 2025 with 200+ customers. In February 2026 it raised $6M led by Link Ventures, with participation from Fresh Fund, Collider, and Gandel Invest — capital earmarked for AI infrastructure rather than hiring, in keeping with its three-founder, no-traditional-headcount operating model. Revenue grew 90% in the round's first 60 days.

Founded
2023
Employees
7
Total funding
$6M
Latest funding round
Status
Independent
Scale stage
Startup
Type
Agent-Native GTM
GTM categories
ProspectingSellingWebsite & Inbound
Key people
CEO & Co-founder, Swan AI (autonomous GTM / AI GTM-as-code platform)

Agent Readiness

66B
Agent ReadinessAgent Readiness — how easily an AI agent can build on this product: documented API, MCP server, CLI and SDK surfaces plus the depth of the docs behind them. Scored 0-100 and graded A-F.
APIMCPSDKCLI

Measures how easily your agents can build on it — API, MCP, CLI, SDK, docs depth. Methodology →

Swan built its product around agents from the start, with a Slack-resident copilot and native integrations across HubSpot, Salesforce, LinkedIn Sales Navigator, Apollo, and Gmail. It publishes an llms.txt file for LLM discoverability and has since shipped an MCP server that lets external agents send and manage conversations, retrieve state, and resume work under a connected user's own permissions, with approval gates preserved. Recent releases adding conversation compaction and one-time scheduling extend the reliability of longer-running agent workflows.