AirOps vs Machined
A side-by-side comparison of capabilities, autonomy, integrations, and pricing to help you choose.
Short answer: choose AirOps if you want ai content and aeo platform for visibility in google and ai search (Supervised agent, subscription); choose Machined if you want ai seo engine that auto-builds and interlinks topic-cluster content (Supervised agent, freemium).
| AirOps | Machined | |
|---|---|---|
| What it is | AI content and AEO platform for visibility in Google and AI search | AI SEO engine that auto-builds and interlinks topic-cluster content |
| Type | platform | platform |
| Autonomy | Supervised agent | Supervised agent |
| Pricing | subscription · ~$199/mo | freemium · $19/mo (Launch) |
| Best for | mid-market, enterprise, smb | smb, agencies |
| Deployment | saas, api | saas, api |
| Modalities | text, api | text, api |
| Models | model-agnostic, gpt, claude, gemini | gpt |
| Protocols | rest-api, function-calling, mcp | rest-api |
| Integrations | WordPress, Webflow, Contentful, Shopify, HubSpot, Semrush | WordPress, Webflow, Zapier, Make, n8n |
| Capabilities | 4 documented | 5 documented |
AirOps
- +Purpose-built for the emerging answer-engine-optimization problem across multiple AI engines
- +Genuinely model-agnostic and CMS-connected, covering research to publish
- +Real human-in-the-loop governance with explicit review steps
- -Steep jump from the entry plan to Pro, with key integrations gated to higher tiers
- -Task-based usage and overages make costs hard to predict at scale
Machined
- +True end-to-end cluster workflow in one tool (research, cluster, write, interlink, publish); removes manual internal-linking work
- +Transparent, cheap economics: low monthly tiers plus a bring-your-own-API-key path near raw model cost
- +Citations and a deep-research mode reduce hallucination; intent-based clustering helps avoid cannibalization
- -Programmatic clusters at scale carry real Google risk (scaled-content-abuse policy); unedited output can be treated as thin or spammy
- -Not set-and-forget: reviewers say output needs human editing for accuracy, voice, and quality
Which should you choose?
AirOps is ai content and aeo platform for visibility in google and ai search, best for mid-market, enterprise, smb. Machined is ai seo engine that auto-builds and interlinks topic-cluster content, best for smb, agencies. The right choice depends on the autonomy level you want, your existing integrations, and your budget, all compared above.