I would consider AirOps when the missing step is getting a useful page published after finding a gap in AI answers. Its workflows can carry that work, but your team still owns the evidence and editorial judgment. If your writers already deliver, I would buy measurement separately. The question is what work you need the system to take over.

For the measurement-only job, compare AI visibility tools by the scope your team will use.

What AirOps does with a tracked prompt

AirOps takes a gap it spots in AI answers and turns it into a published page, drafted in a Grid and approved by a person before it reaches your CMS. Tracking is only the input: AirOps runs a prompt like "best content marketing platform for B2B SaaS" daily and records whether you're mentioned or cited against competitors.

The Pages view then puts each URL's search clicks next to its AI citations, and you can filter the table. AirOps' own example keeps only pages whose clicks fell by 50% or more and that still have at least one citation.

AirOps homepage

I would use that filter to choose a page to investigate. Search Console provides the click trend, and separate answer collection provides citation evidence. The next question is whether the page needs a refresh and what useful material your team can add.

From there, the finding becomes work:

  • Opportunities turns findings into page and offsite recommendations you can send to a Grid.
  • Playbooks and Workflows carry page production according to the rules in your Brand Kit and the material in your Knowledge Bases.
  • Human Review and Approvals sit before anything goes live.
  • A CMS integration publishes the page: Webflow only on Solo, ten systems on Pro, including WordPress and Sanity.

Suppose your content team has several pages to refresh for one brand. Start with a configured Playbook or Workflow in a Grid, using the same Brand Kit and Knowledge Base. Have an editor review the first output and adjust the instructions before reusing the process for the remaining pages. Keep human approval before publication. I think that reuse is the stronger reason to build a workflow; one isolated draft may not justify the setup.