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Jellyfish: The AI-Native Engineering Intelligence
How Jellyfish is redefining software engineering metrics for the AI era
Jellyfish isn't just another engineering analytics dashboard—it's the operating system for AI-integrated software development. At $37.9M in revenue and 243 employees, they've built a $114.5M war chest to dominate the intelligence layer of the modern engineering stack.
"The old metrics—lines of code, PRs merged—are dead. Jellyfish is building the metrics that matter for the AI-assisted engineering era."
The Growth Trajectory
With 50% direct traffic and 35% organic search, Jellyfish has achieved what most B2B SaaS companies dream of: a brand that drives intentional traffic. The fact that 'jellyfish' alone commands 113,260 monthly searches suggests they're not just a tool—they're becoming a category. Their top keyword 'will AI make software engineers obsolete' (230 monthly searches) reveals their content strategy is already addressing the existential questions facing their audience.
The Engineering Leadership Play
Jellyfish isn't selling to individual developers—it's targeting engineering leaders who need to justify headcount, optimize team structure, and align engineering work with business outcomes. With integrations spanning Jira, GitHub, and beyond, they're positioning themselves as the single source of truth for engineering performance. This is a top-down enterprise play disguised as a developer tool.
The platform's $114.5M funding round at a time when VC funding has tightened speaks volumes about investor confidence. Co-founder and CEO Andrew Lau, previously a leader at Datadog, brings the credibility needed to sell into large enterprises. The company's presence across Twitter, LinkedIn, and YouTube shows a sophisticated multi-channel approach to thought leadership and brand building.
- Built for the AI era: Their headline 'The Intelligence Platform for AI-Integrated Engineering' isn't just marketing—it's a strategic bet on AI-assisted development becoming the norm
- Enterprise-ready: 243 employees and $37.9M revenue indicate a mature sales motion, not just product-led growth
- Data integration depth: Beyond GitHub and Jira, they're adding new integrations that map engineering work to business outcomes
The Bottom Line
Jellyfish is betting that in an AI-powered future, engineering leaders will need more sophisticated intelligence, not less. With $114.5M in the bank and a clear enterprise focus, they're well-positioned to own the metrics layer of the modern engineering stack.
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Jellyfish: Software Engineering Intelligence Platform
Enable engineering performance and strategic alignment with Jellyfish software engineering intelligence platform. Integrate with Jira, GitHub, and more.
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About jellyfish.co
Enable engineering performance and strategic alignment with Jellyfish software engineering intelligence platform. Integrate with Jira, GitHub, and more.
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jellyfish.co uses 33 technologies across their website including Vidyard, Google Fonts, HSTS, and more.
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Traffic & Audience
jellyfish.co receives approximately 108.0K monthly visitors and ranks #294,837 globally. The website has a bounce rate of 42% with visitors viewing an average of 3.5 pages per visit. Users spend an average of 1:20 on the site.
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