Uplevel ranks joint #5 in Software Engineering Intelligence & Developer Productivity AI search.
Outside the top three on 23 of the 25 prompts tracked for this category.
Jellyfish is cited on 14 of those losses.
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1%
Low presence
Jellyfish leads by 45 pts
Top-3 citations across 75 prompt × platform pairs
Peer ranking
=5of 9
Mid-pack in Software Engineering Intelligence & Developer Productivity
Key metrics
Jellyfish leads by 45 pts. Uplevel appears in 1.3% of tracked prompt responses.
Where Uplevel is losing
Prompts where competitors are visible and Uplevel is not.
These prompt-level losses are the first prompts to track and repair.
Where Uplevel is winning1
What engineering intelligence vendors have a track record of rolling out to 500+ developers without a long services engagement?
Avg #1.0 · 1 platform
Where Uplevel is losing5
Research dossierCapabilities, use cases, sources, reviews, pricing, and FAQ
Overview
Uplevel is a Seattle-based engineering intelligence company founded in 2018. It began by measuring developer wellbeing, such as deep work, context switching and burnout patterns, and later broadened into a model that combines engineering analytics with expert guidance. The platform pulls metadata from tools such as Jira, GitHub, GitLab, Azure DevOps, Slack and calendars to show how work moves through an engineering organization. It also tracks how AI tools affect delivery. Uplevel pairs this data with developer surveys, structured interviews and practitioner-led workshops, aiming to help enterprise engineering leaders diagnose root causes and build their own capability to improve. It targets organizations with roughly 100 or more developers. Engagements progress from a free 45-minute StackUp session to a 45-day GearUp assessment and then a multi-year Uplevel Enterprise partnership. Named customers include Avalara, Accolade, Xactly, Braze, Remitly and Equinix. The company has raised about $34M in funding.
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