Viz vs AirOps
AirOps is the heavyweight in AI-search content operations: visibility insights, server-log bot analytics, and agent workflows that publish straight into CMSs - WordPress included - for teams like Webflow, Ramp, and Notion. Viz shares an unusual amount of that architecture, packaged for site owners instead of content-ops teams. Here is where each fits.
What AirOps does well.
Content operations at scale
Workflows, playbooks, and bulk grids that generate, refresh, fact-check, and publish across entire CMS collections with human review steps. For teams shipping hundreds of pages, this is the most industrial offering in the category.
The full stack, connected
External answer monitoring, Agent Analytics from server logs, GA4 and Search Console tie-ins, and direct publishing into WordPress, Webflow, Contentful, and Shopify. AirOps genuinely connects the whole chain.
An enterprise roster that votes with logos
Webflow, Chime, Ramp, Carta, Notion, HubSpot, and a $40M Series B from Greylock. Large content teams have already made this choice in numbers.
Viz and AirOps, side by side.
| Viz | AirOps | |
|---|---|---|
| Built for | WordPress site owners and the teams behind them | Enterprise and mid-market content, SEO, and growth teams |
| Where it lives | A plugin in your wp-admin, plus a cloud dashboard | A SaaS platform whose workflows publish into WordPress and other CMSs via integration; no installable WP plugin mentioned as of Aug 2026 |
| AI answer tracking | 10 prompts on 4 engines daily on Lite ($99); 20 prompts on 8 engines on Pro, with per-model breakdowns | Citation tracking and share of voice across Google, ChatGPT, Claude, Perplexity, and Gemini; 100 tracked prompts on Solo, 250 on Pro |
| AI bots on your server | Free plugin logs every request server-side: per-URL crawl data, request log, coverage | Agent Analytics classifies AI bot visits from HTTP logs you ingest (e.g. Cloudflare Logpush) |
| Content | 10 to 50 reviewed articles/mo, written from your own AI-traffic evidence, delivered into Posts → Drafts and tracked per piece | Agent workflows generate, refresh, and publish content at scale, billed per task |
| AI-referred conversions | Purchases, bookings, leads and sign-ups credited to each AI assistant, captured inside WordPress from your commerce and form plugins; free on every plan | Case studies cite AI-attributed signups; the attribution mechanism is not detailed on their site as of Aug 2026 |
| Tools for AI agents | WebMCP tools on every page (describe, contact, and WooCommerce shopping tools), /ai-contact/, capability map and agent requests; free | No mention for your site; AirOps offers MCPs for its own platform |
| AI bot control | Per-bot blocking with robots.txt plus server-level 403s and a verification probe | No mention of bot blocking on their site as of Aug 2026 |
| Entry price | Free forever; paid from $99/site/mo | Free Insights tier; paid Solo and Pro plans priced on request (task-based billing); enterprise custom |
| Free to start | Free plan, no credit card | Free Insights tier; 14-day full-feature trial |
AirOps details verified against AirOps's public pages as of August 2026; their pricing and features may have changed since. AirOps is a trademark of its owner; Viz is not affiliated with or endorsed by them. Spotted something out of date? Tell us and we'll fix it.
Industrial content ops, or a turnkey loop.
Who runs the machine
AirOps assumes a team that designs workflows, tunes prompts, and reviews at scale - it rewards that investment enormously. Viz assumes a site owner: the pipeline comes built, adversarial review is the default, and your only jobs are approving topics and hitting Publish.
Origin logs without the plumbing
AirOps’ Agent Analytics is real server-log analysis, fed by log ingestion you set up, such as Cloudflare Logpush. Viz collects the same ground truth by being the WordPress origin - install the plugin and the crawl picture simply exists, free.
A price you can read
AirOps bills by tasks, with plan prices available on request - rational for variable enterprise volume, hard to predict for one site. Viz is a flat $99 or $499 per site per month, articles included, with a free plan under it.
Who should pick which.
Pick AirOps if: you run a content operation - many writers, many pages, multiple properties or CMSs - and you have the team to build and govern workflows. At that scale, AirOps’ industrial approach and integrations genuinely pay for themselves.
Pick Viz if: you run a WordPress site and want the same loop - evidence, content, publishing, proof - working on day one without a workflow to build, plus the bot control, first-party AI conversion attribution, and free server-side analytics only a plugin provides.
Viz vs AirOps, asked plainly.
AirOps publishes into WordPress too. Why prefer a plugin?
AirOps pushes content into WordPress from outside via an integration, which works well for its purpose. A plugin sits on the other side of the same wall: because Viz runs at your origin, it also sees every AI bot request server-side, enforces per-bot blocks with 403s, and monitors machine readability - capabilities an external platform cannot get through a publishing API. If you only need publishing, both work; the plugin is how the rest of the loop becomes possible.
Is Viz a small-site version of AirOps?
Directionally, the architectures rhyme: both track AI answers, both read server-side bot activity, both produce content wired to those signals. The difference is the operating model. AirOps is a platform you staff - workflows, task budgets, review pipelines across CMSs. Viz is a product you install: fixed pricing, a built-in adversarial review bar, drafts in Posts → Drafts, and a morning report. Content teams at scale should look at AirOps seriously; WordPress site owners get the turnkey version from Viz.
See your AI traffic before you pick anything.
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