Contengi vs AirOps: build the workflow or use the one already built
Both hold your brand context and run playbooks. The question is who assembles the workflow, and how the invoice gets calculated.
AirOps is the closest thing on this list to a real head-to-head. Both platforms hold your brand context, run repeatable workflows, produce content, and connect over MCP. The difference is who does the assembly, and how the bill is calculated.
TL;DR
AirOps is an enterprise AI search and content platform with a workflow builder at its centre. You get Brand Kits, Knowledge Bases, Playbooks, campaigns, approval routing, and answer engine tracking, and you configure the workflows to fit your team. Billing runs on tasks, the internal currency consumed each time a workflow step executes. Contengi ships the workflow already assembled for one job, which is on-brand articles that publish to your site, at a flat monthly fee. Choose AirOps if you have a content operations person and real volume. Choose Contengi if the person building the workflow would be you, at half nine at night, instead of writing.
What AirOps does
AirOps positions itself as the partner behind your brand's AI search strategy, and the product spans both halves of that. On the intelligence side there is answer engine tracking, agent analytics, sentiment and theme analysis, competitor analysis, and citation reporting. On the production side there is Quill, Playbooks and Workflows, Campaigns, content review with quality scores, human approvals, and an inbox.
The plans separate on breadth. Solo covers ChatGPT insights only, 35,000 tasks, one Brand Kit, three Knowledge Bases, and a single user. Pro opens up seven or more answer engines, 100,000 tasks, five Knowledge Bases, and unlimited seats. Enterprise adds custom agent builds, multiple regions and personas, SSO, and a dedicated account manager, with a forward deployed engineer available as an add-on.
Tasks are the thing to understand before you commit. They are consumed every time a workflow completes a qualifying step, so a heavier workflow with more data sources and more model calls burns through them faster. Overage on Solo runs at $0.025 per task, and its worth modelling your volume rather than guessing.
What Contengi does
Contengi does one job. Your brand strategy, tone of voice, hard rules, and banned phrases live in a knowledge base. Playbooks turn a keyword into a finished article. A deterministic linter checks every draft against the rules before it saves, link checking resolves every URL and flags the dead ones, and publishing goes straight to your website.
You brief it in a chat with Claude over MCP, which is how the articles on this blog get written and shipped. Between $50 and $100 a month depending on plan, with no task counting.
The honest overlap
Both hold brand context and both run playbooks, so the category label fits both. What differs is the shape of the work you take on.
AirOps hands you a builder. That is the point of it, and for a team with defined content operations it is powerful, because your workflows can branch, pull from your own data, route through approvals, and feed campaigns. Somebody has to design and maintain those workflows.
Contengi hands you a finished pipeline for a narrower job. Less to configure, less to break, and less flexibility if your requirements sit outside what it does.
Billing shapes behaviour too. Metered tasks make you think before you run something expensive, which is either useful discipline or a small tax on experimenting, depending on your temperament. A flat fee removes the calculation.
Which one to pick
Pick AirOps if you publish at volume across brands or regions, you want answer engine tracking and production in one platform, and there is somebody whose job includes maintaining the workflows.
Pick Contengi if you are a founder or a small team, the bottleneck is that nothing gets written, and you want the brand rules enforced without designing the system that enforces them.
Neither choice is permanent. Outgrowing a flat fee is a good problem, and the content you produced while deciding is worth more than the decision.
FAQ
Is Contengi an AirOps alternative?
For content production, yes. For answer engine tracking and analytics, no, because Contengi does not run visibility monitoring across AI engines.
Does AirOps support MCP?
Yes. AirOps ships its own MCP server and MCP connectors, so an agent can reach the platform.
What are AirOps tasks?
Tasks are the usage currency. Certain workflow steps consume them when they run, and the count depends on the step type and the data being processed, with overage charged per task on Solo.
Which is cheaper for a solo founder?
AirOps offers a Solo plan and a 14-day trial, though its published tiers show features rather than prices. Contengi runs between $50 and $100 a month.
Can I try both?
Yes. AirOps runs a 14-day free trial with Scale plan features, and the fastest test of either is to give it one keyword and read what comes back.
Does AirOps write in my brand voice?
It works from Brand Kits and Knowledge Bases, so yes, once you have configured them and built the workflow around them.