A look at how Orkes is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.
Orkes is cited in 14 of 36 AI answers. It shows up on Workflow Orchestration, Distributed Workflow Engine, Orkes. It is absent on Agent Orchestration, Process Automation.
AI answers fire on 92% of tracked queries, yet Orkes is quoted in only 39% of them. When it does appear, it sits as a listed provider, rarely the lead source.
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Differentiators it leads with: Conductor, Workflow Orchestration, Microservices Orchestration, Distributed Workflow Engine.
Cited as a provider on Workflow Orchestration, Distributed Workflow Engine, Orkes queries.
Appears alongside youtube.com, reddit.com, medium.com.
See the full query-by-query breakdown →
| Topic | Presence in AI answers | Buyer intent |
|---|---|---|
| Workflow Orchestration | Owned | positioning |
| Distributed Workflow Engine | Owned | positioning |
| Orkes | Owned | comparison |
| Microservices Orchestration | Partial | positioning |
| Agent Orchestration | Invisible | positioning |
| Process Automation | Invisible | positioning |
Problem Aware. overview queries: Orkes appears on 3 of 6 themes.
Solution Aware. Owned on Workflow Orchestration, Distributed Workflow Engine, Orkes; absent on Agent Orchestration, Process Automation.
Alternatives. 6 themes name the brand without citing it; 16 queries answer without it at all.
39 queries across branded, positioning, and comparison intent. "Cited" means Orkes's own domain is a source in the AI answer. "Named, not cited" means the brand is mentioned but is not the source. "Absent" means the AI answered without it.
| Query | Type | Orkes in the AI answer | Top sources cited |
|---|---|---|---|
| best workflow orchestration | Positioning | Absent | youtube.com, reddit.com, ovaledge.com |
| workflow orchestration vendors | Positioning | Absent | elementum.ai, augmentcode.com, domo.com |
| workflow orchestration solutions | Positioning | Cited | bmc.com, pega.com, orkes.io |
| workflow orchestration software | Positioning | Cited | ibm.com, elementum.ai, databricks.com |
| workflow orchestration platform | Positioning | Cited | ibm.com, orkes.io, bmc.com |
| top workflow orchestration providers | Positioning | Cited | elementum.ai, ovaledge.com, reddit.com |
| workflow orchestration comparison | Positioning | Named, not cited | procycons.com, elementum.ai, reddit.com |
| best microservices orchestration | Positioning | Named, not cited | konghq.com, stackoverflow.com, camunda.com |
| microservices orchestration vendors | Positioning | Cited | ibm.com, orkes.io, stackoverflow.com |
| microservices orchestration solutions | Positioning | Named, not cited | camunda.com, konghq.com, alokai.com |
| microservices orchestration software | Positioning | Named, not cited | camunda.com, konghq.com, ibm.com |
| microservices orchestration platform | Positioning | Cited | ibm.com, orkes.io, camunda.com |
| top microservices orchestration providers | Positioning | Named, not cited | ibm.com, alokai.com, temporal.io |
| microservices orchestration comparison | Positioning | No AI answer | |
| best distributed workflow engine | Positioning | Named, not cited | dev.to, github.com, kestra.io |
| distributed workflow engine vendors | Positioning | Cited | dev.to, github.com, kestra.io |
| distributed workflow engine solutions | Positioning | Cited | dev.to, github.com, temporal.io |
| distributed workflow engine software | Positioning | Cited | dev.to, reddit.com, github.com |
| distributed workflow engine platform | Positioning | Cited | dev.to, temporal.io, medium.com |
| top distributed workflow engine providers | Positioning | Cited | dev.to, github.com, techtarget.com |
| distributed workflow engine comparison | Positioning | Absent | github.com, dl.acm.org, techtarget.com |
| best agent orchestration | Positioning | Absent | reddit.com, domo.com, rasa.com |
| agent orchestration vendors | Positioning | Absent | gartner.com, salesforce.com, glean.com |
| agent orchestration solutions | Positioning | Absent | domo.com, tyk.io, ibm.com |
| agent orchestration software | Positioning | Absent | domo.com, dataiku.com, github.com |
| agent orchestration platform | Positioning | Absent | reddit.com, domo.com, rasa.com |
| top agent orchestration providers | Positioning | Absent | coworker.ai, domo.com, aimultiple.com |
| agent orchestration comparison | Positioning | Absent | medium.com, glean.com, rasa.com |
| best process automation | Positioning | Absent | gartner.com, stepper.io, gumloop.com |
| process automation vendors | Positioning | Absent | plantautomation-technology.com, emerson.com, lumay.ai |
| process automation solutions | Positioning | Absent | orise.com, be.linkedin.com, kissflow.com |
| process automation software | Positioning | Absent | gartner.com, appian.com, microsoft.com |
| process automation platform | Positioning | Absent | gartner.com, gumloop.com, incworx.com |
| top process automation providers | Positioning | No AI answer | |
| process automation comparison | Positioning | Absent | ieeexplore.ieee.org, kognitos.com, youtube.com |
| alternatives to Orkes | Comparison | No AI answer | |
| Orkes vs Temporal | Comparison | Cited | medium.com, orkes.io, diagrid.io |
| Orkes vs Camunda | Comparison | Cited | orkes.io, medium.com, summit58.com |
| Orkes vs Airflow | Comparison | Cited | atwong.medium.com, linkedin.com, ini8labs.tech |
Orkes is cited in 14 of the 36 AI answers we triggered.
Orkes presents as workflow orchestration, microservices orchestration, distributed workflow engine, agent orchestration, process automation. AI Overviews cite it on Workflow Orchestration, Distributed Workflow Engine, Orkes and it is absent on Agent Orchestration, Process Automation.
Impact high · effort medium · 30 to 60 days
Impact medium · effort low · 0 to 30 days
Impact high · effort medium · 30 to 90 days
| Domain AI cites | Pages | Context |
|---|---|---|
| youtube.com | 17 | Cited on 17 of the queries we tested. |
| reddit.com | 9 | Cited on 9 of the queries we tested. |
| medium.com | 9 | Cited on 9 of the queries we tested. |
| kestra.io | 7 | Cited on 7 of the queries we tested. |
| domo.com | 7 | Cited on 7 of the queries we tested. |
| github.com | 6 | Cited on 6 of the queries we tested. |
| rasa.com | 6 | Cited on 6 of the queries we tested. |
| ibm.com | 5 | Cited on 5 of the queries we tested. |
| langchain.com | 5 | Cited on 5 of the queries we tested. |
| nected.ai | 4 | Cited on 4 of the queries we tested. |
See which queries each peer won →
Brands and domains Google's AI cites in place of Orkes on the queries where it is absent. Observed, not chosen.
| Peer | How AI frames it |
|---|---|
| youtube.com | Cited on 17 of the tested queries. |
| reddit.com | Cited on 9 of the tested queries. |
| medium.com | Cited on 9 of the tested queries. |
| kestra.io | Cited on 7 of the tested queries. |
| domo.com | Cited on 7 of the tested queries. |
| github.com | Cited on 6 of the tested queries. |
| rasa.com | Cited on 6 of the tested queries. |
| ibm.com | Cited on 5 of the tested queries. |