Coding Agent Orchestration AI Search Visibility Rankings

Public AI visibility report for Coding Agent Orchestration companies

7 brands rankedUpdated Aug 17, 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 Aug 17, 2026 · last 30 days

Read the full benchmark

Citation records

3,978

631 cited domains

Top-3 citation share

44.5%

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

#1Nimbalyst12.0%
#2Superset3.2%
#3Conductor2.4%
#4HumanLayer0.0%
#5Paseo0.0%

Content surfaces cited

Blog post38.3%
Documentation21.9%
Best-tools list9.5%
Article8.1%
Product page6.8%

Platform citation activity

Perplexity
125 executions
9.36
citations/test
ChatGPT Search
125 executions
7.33
citations/test
Bing Copilot
125 executions
7.14
citations/test
Gemini Search
125 executions
5.02
citations/test
Google AI Mode
125 executions
2.98
citations/test

Source classes

Company and commercial sources70.9%
Community sources13.7%
Editorial sources5.6%
Other3.6%
Reference and documentation sources2.9%
Video sources1.7%

Top cited domains

github.com369
augmentcode.com303
nimbalyst.com129
tembo.io113
reddit.com95
rasa.com59
amux.io59
youtube.com59

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