Software Engineering Intelligence & Developer Productivity AI Search Visibility Rankings

Platforms that combine data from source control, issue trackers, CI/CD and developer surveys to measure delivery performance, developer experience, engineering investment and the impact of AI coding tools. They serve engineering leaders and finance with metrics such as DORA, cycle time and capacity allocation.

Software Engineering Intelligence & Developer ProductivityLatest AI responses Nov 11, 2026

brands ranked

46.7%

top presence rate

590

citations, 30 days

BrandPresence rate

=1Jellyfish

Platforms

CGChatGPT Search

GSGemini Search

PPPerplexity

9 brands rankedLatest AI responses Nov 11, 2026

#BrandPresence rate

Jellyfish46.7%37.5–56.1%=1

LinearB36.0%27.5–45.5%=1

Swarmia33.3%25.1–42.7%4

DX22.7%15.7–31.5%=5

Faros AI6.7%3.3–13.1%=5

Waydev6.7%3.3–13.1%=5

Allstacks5.3%2.4–11.4%=5

Hatica1.3%0.3–5.8%=5

Uplevel1.3%0.3–5.8%

Live category snapshot

30-day State of AI Search for Software Engineering Intelligence & Developer Productivity

A tactical view of the current category: which surfaces were cited in the last 30 days, which brands lead the current public benchmark, and where content teams should strengthen proof before the broader market narrative gets set elsewhere.

Statistics refreshed Nov 14, 2026 · last 30 days

Read the full benchmark

Citation records

590

140 cited domains

Top-3 citation share

35.1%

Share of citations in the first three source positions

Leading surface

Blog post

Most-cited content type in this category

Leading source class

Company and commercial sources

Where answer engines are finding evidence

Platform citation activity

ChatGPT Search25 executions14.64 citations/test

Perplexity25 executions4.88 citations/test

Gemini Search25 executions4.08 citations/test

Content surfaces cited

Blog post30.2%

Product page24.2%

Documentation19.0%

Comparison page10.3%

Article5.3%

Source classes

Company and commercial sources86.4%

Editorial sources6.3%

Reference and documentation sources4.1%

Community sources1.4%

Nonprofit0.7%

Educational sources0.5%

Top cited domains

jellyfish.co71

linearb.io41

swarmia.com39

cortex.io31

getdx.com31

faros.ai22

docs.datadoghq.com16

docs.getdx.com13

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Software Engineering Intelligence & Developer Productivity AI Search Visibility Rankings