Coding Agent Orchestration AI Search Visibility Rankings

Public AI visibility report for Coding Agent Orchestration companies

7 brands rankedUpdated Jul 12, 2026

Live category snapshot

30-day State of AI Search for Coding Agent Orchestration

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.

Updated Jul 12, 2026 · last 30 days

Citation records

3,169

765 cited domains

Top-3 citation share

30.7%

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

Current benchmark leaders

#1Nimbalyst12.8%
#2Superset3.2%
#3Conductor0.0%
#4HumanLayer0.0%
#5Paseo0.0%

Content surfaces cited

Blog post33.4%
Documentation16.8%
Landing page11.8%
Best-tools list11.6%
Product page8.2%

Platform citation activity

Perplexity
75 executions
9.20
citations/test
Bing Copilot
75 executions
8.57
citations/test
ChatGPT Search
75 executions
6.72
citations/test
Gemini Search
73 executions
5.93
citations/test
Google AI Mode
75 executions
2.73
citations/test

Source classes

Company and commercial sources67.6%
Community sources12.7%
Editorial sources6.9%
Other3.8%
Reference and documentation sources3.3%
Video sources2.7%

Top cited domains

github.com215
augmentcode.com194
youtube.com83
reddit.com78
nimbalyst.com75
amux.io61
tembo.io55
agentsroom.dev41

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