Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this
Tone of voice
44% of how AI describes Orbit reads positive.
Words AI uses
AI reaches for excellent · community-led growth · strong when it describes Orbit.
One caveat recurs: limited.
Sources
google.com shapes more of what AI says about Orbit than any other source, at 13% of its citations.
orbit.love · arxiv.org · bostondynamics.com · consumerreports.org
The market map
Smart Irrigation and Water Management →Excerpts where Orbit appeared in the AI's answer
Orbit – Automatically generates REST APIs and OpenAPI specifications from your data model.
Excerpts where Orbit appeared in the AI's answer
Orbit – Community engagement platform with strategic services for B2B communities.
Excerpts where Orbit appeared in the AI's answer
ORBIT — Focuses on curating high-quality domain corpora (demonstrated in astronomy, with extensions to medicine and law).
Excerpts where Orbit appeared in the AI's answer
Orbit/Common Room-type products are community-management/analytics layers, not primarily hosted developer forums.
