Need immediate recommendations for a project management platform that tracks developer velocity accurately without annoying my engineers with micro-management metrics.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Need immediate recommendations for a project management platform that tracks developer velocity accurately without annoying my engineers with micro-management metrics.
4 real searches · 1 real-search pass
2026 developer productivity engineering intelligence platforms LinearB Swarmia Jellyfish DX comparison team metrics privacyGoogle ↗
OBSERVEDComparison
official Linear project management features cycle time insights engineering teams 2026Google ↗
OBSERVEDOther / navigational
official Swarmia engineering effectiveness metrics team level developer experience privacyGoogle ↗
OBSERVEDOther / navigational
official Jellyfish engineering management platform engineering metrics investment deliveryGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
2026 developer productivity engineering intelligence platforms LinearB Swarmia Jellyfish DX comparison team metrics privacy Google ↗
official Linear project management features cycle time insights engineering teams 2026 Google ↗
official Swarmia engineering effectiveness metrics team level developer experience privacy Google ↗
official Jellyfish engineering management platform engineering metrics investment delivery Google ↗
- The Build framework for running an agentic software organization · swarmia.com
- Best Developer Productivity Tools 2026: Engineering Analytics Compared · wetheflywheel.com
- LinearB vs Swarmia vs Jellyfish vs DX, engineering analytics . Alexey Shurov · shurco.ai
- Engineering Management Platform · jellyfish.co
- Jellyfish for Platform Engineering · jellyfish.co
- What Engineering Productivity Tools Miss · questworks.io
- Swarmia website · swarmia.com
- LinearB website · linearb.io
- Best Developer Productivity Insight Platforms Reviews 2026 · gartner.com
- Compare DX · getdx.com
- DX website · getdx.com
- Jellyfish website · jellyfish.co
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 developer productivity engineering intelligence platforms LinearB Swarmia Jellyfish DX comparison team metrics privacy OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
official Linear project management features cycle time insights engineering teams 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
official Swarmia engineering effectiveness metrics team level developer experience privacy OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
official Jellyfish engineering management platform engineering metrics investment delivery OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |