What AI says about Jellyfish
Jellyfish provides an engineering management platform that turns developer tool data into productivity insights to help research and development teams track impact.
AI calls itreal-time visible,terminal-based tool,focused on executive visible,comprehensive,generates usage and cost reports,open-source
Since Jul 5Updated Nov 12, 2026Based on 19,358 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
<1%
of AI answers about Jellyfish and its rivals · since Jul 5
Based on 19,358 AI answers
- ChatGPT<1%
- Google AI Mode<1%
How often AI mentions Jellyfish
of AI answers about Jellyfish and its rivals
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Sep 14OctNov 2
- · ChatGPT switched to GPT-6 Luna
Markets where AI mentions Jellyfish
All marketsChatGPTGoogle AI Mode
Topics where AI mentions Jellyfish
TopicMentioned in · on this topicRank
- Most mentionedMentioned in
- I'm looking to measure our team's DORA metrics (lead time, deployment frequency). What's the best engineering intelligence platform?on this questionLinearB shares the lead for mentions with 1 more95%
Excerpts where Jellyfish appeared in the AI's answer
ChatGPTSep 19, 2026, ChatGPT Sleuth, LinearB, Jellyfish, and DX rather than a generic engineering dashboard.
ChatGPTSep 7, 2026, ChatGPT Jellyfish goes beyond DORA into engineering investment, business alignment, developer experience, and custom metrics.
- How do we gamify cost reduction? Are there tools that provide "efficiency scores" for individual engineering teams?on this questionCloudZero shares the lead for mentions with 2 more17%
Excerpts where Jellyfish appeared in the AI's answer
ChatGPTSep 22, 2026, ChatGPT Jellyfish — focuses on engineering investment visibility, delivery metrics, and connecting engineering work to business outcomes.
Google AI ModeAug 21, 2026, Google AI Mode Jellyfish / LinearB: While primarily engineering management and DORA metric platforms, platforms like Jellyfish connect engineering allocation and resource distribution to business and financial outcomes
- Which AI coding assistants measure suggestion acceptance defects security findings and license risk by language repository and team?on this questionGitHub Copilot is the most-mentioned brand23%
Excerpts where Jellyfish appeared in the AI's answer
Google AI ModeSep 14, 2026, Google AI Mode Tools like Jellyfish, LinearB , or Exceeds AI ingest Git metadata and combine it with native AI assistant APIs.
Google AI ModeAug 25, 2026, Google AI Mode Jellyfish & LinearB: Segment Copilot/AI adoption metrics, delivery impact, and investment ROI by team and language.
- We use a specific code quality tool. Who offers a dashboard that aggregates metrics from that tool and our CI/CD pipeline?on this questionDatadog shares the lead for mentions with 2 more12%
Excerpts where Jellyfish appeared in the AI's answer
Google AI ModeSep 19, 2026, Google AI Mode Jellyfish: Aggregates R&D data across git, CI/CD, and project management to map engineering output and quality efforts back to organizational goals.
Google AI ModeSep 15, 2026, Google AI Mode Jellyfish — Geared toward engineering management, executive reporting, and resource allocation.
- What platforms help enterprises measure ROI from AI agents beyond usage and token spend?on this questionPay-i shares the lead for mentions with 1 more5%
Excerpts where Jellyfish appeared in the AI's answer
Google AI ModeSep 15, 2026, Google AI Mode Jellyfish (for Engineering) - Focus: Software delivery and engineering effectiveness.
Google AI ModeAug 22, 2026, Google AI Mode Jellyfish focuses specifically on software engineering and R&D organizations.
- How do I reduce the time from pull request to merge? Is there an AI solution that can help?on this questionGitHub Copilot shares the lead for mentions with 1 more2%
Excerpts where Jellyfish appeared in the AI's answer
Google AI ModeSep 13, 2026, Google AI Mode or you want to look into metrics tracking tools (like LinearB or Jellyfish) to find where your specific team bottleneck is?
Jellyfish in AI answers
1 of 6
How do we gamify cost reduction? Are there tools that provide "efficiency scores" for individual engineering teams?
ChatGPTChatGPT· Sep 22, 2026
Jellyfish — focuses on engineering investment visibility, delivery metrics, and connecting engineering work to business outcomes.
Google AI ModeGoogle AI Mode· Aug 21, 2026
Jellyfish / LinearB: While primarily engineering management and DORA metric platforms, platforms like Jellyfish connect engineering allocation and resource distribution to business and financial outcomes
Sites AI cites
- Your site59%
- 8 Top-Rated Tools for Measuring DORA Metrics (opens in a new tab) · 21%
- Jellyfish: Software Engineering Intelligence Platform (opens in a new tab) · 10%
- Data Hub | Jellyfish (opens in a new tab) · 8%
- How to Measure the ROI of AI Code Assistants - Jellyfish (opens in a new tab) · 2%
- How to Monitor Claude Code Usage Across Your Engineering Team (opens in a new tab) · 2%Leaves Jellyfish out
- 11 Key Software Quality Metrics to Track | Jellyfish (opens in a new tab) · 2%
- What is a Software Engineering Intelligence Platform? (opens in a new tab) · 2%
- DevOps Metrics | Jellyfish (opens in a new tab) · 2%
- Engineering Management Platform | Jellyfish (opens in a new tab) · 2%
- The 26 Most Valuable Engineering KPIs & Metrics (2026 Update) (opens in a new tab) · 1%
