Semrush and Ahrefs Control SEO Budget
AirOps
The real threat from Semrush and Ahrefs is not that they build a better content machine than AirOps, it is that they can make AI visibility feel like a small add on to software the buyer already pays for. SEO teams already log into these tools for rankings, backlinks, and audits. When AI visibility appears in the same dashboard, the buyer can satisfy the measurement need without opening a new budget line, while AirOps is strongest once the team wants to turn those insights into repeatable content and publishing workflows.
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Semrush is explicitly packaging AI visibility next to its core SEO product. Its toolkit uses a prompt database with more than 239 million prompts and responses, and it says the underlying sourcing comes from billions of real prompts. That lets Semrush sell AI search monitoring as an extension of an existing SEO subscription, not a separate purchase.
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Ahrefs is doing the same from the other side of the same budget. Brand Radar tracks how often a brand appears in AI answers, and Ahrefs positions it as part of turning SEO into AEO. The product is available as a standalone tool for existing free and paid users, which lowers adoption friction inside teams that already trust Ahrefs for search work.
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AirOps is differentiated deeper in the workflow. Its product is built to help marketers prioritize topics, generate and refresh content, and publish through structured workflows with versioning. That is a more operational product than a measurement dashboard. The competitive line is becoming measurement versus execution, not simply SEO tool versus SEO tool.
The likely market shape is that incumbents own the top of funnel monitoring layer, while AirOps wins where teams need content operations that connect briefs, generation, editing, approval, and publishing. If AirOps keeps integrating with incumbent data sources instead of replacing them, it can become the execution layer that sits underneath the existing SEO system of record.