Brand Intelligence Graph
Company Overview
About Jellyfish
Jellyfish is an engineering intelligence platform that maps engineering work to business outcomes — connecting Jira tickets, GitHub commits, deployment data, and financial investment to show executive leadership the return on engineering spending. The company has raised $71 million in total including a Series B led by Accel, serving enterprises who need to demonstrate that software engineering investment is generating measurable business value.
Business Model & Competitive Advantage
As AI coding tools proliferate and companies simultaneously scrutinize engineering headcount, the question of engineering productivity measurement has become board-level: are our engineers actually building more with AI assistance? Are our investments in engineering generating commensurate business outcomes? Jellyfish's engineering intelligence platform provides the data infrastructure to answer these questions, tracking metrics across 1 million+ engineers globally.
Competitive Landscape 2025–2026
In 2026, CFO scrutiny of engineering costs — intensified by the AI productivity narrative — is creating strong demand for engineering intelligence tools that can quantify productivity improvements and connect engineering output to revenue metrics. Jellyfish competes head-to-head with LinearB in this category, winning accounts at enterprises who need board-level reporting on engineering ROI rather than team-level workflow optimization.
Key Differentiators
Strong Challenger
Jellyfish is an established challenger with significant market presence and competitive offerings in Enterprise SaaS.
Frequently Asked Questions
Estimated Visibility Trend (Beta)
Simulated 8-week rolling score
Based on estimated brand signals. Historical tracking coming soon.
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