# Developer Surveys | LinearB - Improve Developer Experience

> Improve developer experience with LinearB’s developer surveys. Analyze perceived productivity and gain visibility into the biggest sources of developer friction.

_This is a markdown rendering of a live HTML page on linearb.io, generated for AI/LLM consumption — it is not a markdown-only site. To get the full HTML page instead, request this URL with an explicit `Accept: text/html` header (no wildcard, no markdown preference)._

Just In!

The engineering productivity gap: How elite AI teams are pulling away from the rest

[Watch now](https://linearb.io/resources/engineering-productivity-gap)

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Features

# Developer Surveys

Are you struggling to understand DevEx?

Survey developers to scale feedback, compare perceived productivity to concrete reality, and justify DevEx investments to executive leadership.

[Book a demo](https://linearb.io/book-a-demo)
[Start free trial](https://linearb.io/start-free-trial)

![Survey Answer Analysis Comparison Chart](https://assets.linearb.io/image/upload/c_fit,w_2560,h_2508/f_auto/q_auto/v1/feature-ds-hero?_a=BAVMn6ID0)

Customers: SurveyMonkey Logo, Mitratech Logo, Syngenta Logo, INGKA Logo, Silicon Labs Logo, BigID logo, Expedia logo, Peloton logo, Equinix logo, Vizio logo, Solace logo, Astronomer Logo, Norwegian Cruise Line Logo, Gainwell Logo

The engineering productivity gap: How elite AI teams are pulling away from the rest

![The engineering productivity gap: How elite AI teams are pulling away from the rest](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/workshop_ai_benchmarks_2026_3c66bcb2ce?_a=BAVMn6ID0)

## Holistically improve developer experience

### Analyze developer perception

Use recurring surveys to incorporate developer feedback into improvement initiatives.

### Combine qualitative and quantitative data

Get a complete picture of the drivers of software engineering productivity. 

![Large Pull Requests](https://assets.linearb.io/image/upload/c_fit,w_2560,h_2560/f_auto/q_auto/v1/feature-ds-1?_a=BAVMn6ID0)

Integrations Carousel: GitHub Logo, GitLab Logo, Bitbucket Logo, Azure Dev Ops Logo, Jira Logo, Slack Logo, Microsoft Teams Logo, GitHub Copilot Logo, Cursor Logo, Gemini Logo, Claude Logo, AmazonQ Logo, Windsurf Logo

## Maximize productivity impact

### Track DevEx improvement

Leverage better visibility to eliminate sources of developer friction and improve software delivery efficiency.

![Track DevEx improvement](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/feature-ds-2?_a=BAVMn6ID0)

### Justify DevEx investments

Make data-driven decisions that align engineering investments to strategic business priorities.

![Justify DevEx investments](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/feature-ds-3?_a=BAVMn6ID0)

It’s important for the life of the engineer to experience their impact on the world... shortening the feedback loop is a way of making it feel more natural.

Charity Majors

CTO, Honeycomb.io

## Explore the entire platform

[Developer coaching](https://linearb.io/platform/developer-coaching)

## Align engineering to business needs

## Structured data

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## More on linearb.io

### Top navigation

- [Book a Demo](https://linearb.io/book-a-demo)
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- [Reporting — Spot what's working and what needs attention](https://linearb.io/use-case/measuring-developer-experience)
- [Surveys — Turn developer feedback into actionable signals](https://linearb.io/platform/developer-surveys)
- [Platform overview](https://linearb.io/platform/overview)
- [Watch now](https://linearb.io/resources/engineering-productivity-gap)
- [Customers](https://linearb.io/customers)
- [Pricing](https://linearb.io/pricing)
- [Why choose LinearB — Explore your data. Measure performance. Act to improve it.](https://linearb.io/why-linearb)
- [APEX framework — The operating model for AI-era engineering teams](https://linearb.io/resources/apex-framework)
- [Anti-FAQ — The questions other vendors won't answer](https://linearb.io/why-linearb/anti-faq)
- [Security — Enterprise-grade compliance and zero code access](https://linearb.io/security)
- [Build vs. buy — The hidden cost of building it yourself](https://linearb.io/resources/build-vs-buy)
- [Dev Interrupted Podcast — Conversations with engineering leaders](https://linearb.io/dev-interrupted/podcasts)
- [Reports & Guides — Deep dives on productivity and delivery](https://linearb.io/resources)
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- [Engineering glossary](https://linearb.io/library/engineering-glossary)
- [Developer productivity](https://linearb.io/library/developer-productivity)
- [AI in software development](https://linearb.io/library/ai-in-software-development)
- [Engineering management](https://linearb.io/library/engineering-management)
- [Developer experience](https://linearb.io/library/developer-experience)
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- [Engineering efficiency](https://linearb.io/library/engineering-efficiency)
- [Software delivery](https://linearb.io/library/software-delivery)
- [Research and data](https://linearb.io/library/engineering-benchmarks-and-research)
- [LinearB is a Leader in the 2026 Gartner® Magic Quadrant™ for Developer Productivity Insight Platforms](https://linearb.io/resources/gartner-magic-quadrant-dpi-platforms-2026)
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