Key takeaways
- AirOps is a workflow automation platform built around AI discovery (GEO/AEO). ContentShake AI is a content generator bolted onto Semrush's SEO suite. They solve adjacent but different problems.
- ContentShake AI is dramatically cheaper to start (around $60/month standalone, or bundled from ~$117/month inside Semrush). AirOps starts near $200/month and scales to roughly $2,000/month for its Pro plan.
- AirOps tracks AI visibility across 7+ answer engines and lets you build multi-step publishing workflows. ContentShake AI has no native AI citation tracking; that lives in Semrush's separate AI Visibility toolkit.
- ContentShake AI gets you a usable first draft in minutes with almost no setup. AirOps has a real learning curve, with reviewers reporting 2-3 weeks before teams feel comfortable.
- AirOps bills by task consumption, which can be confusing and expensive if you scale past your plan's limit. ContentShake AI bills per article quota, which is easier to predict but caps out fast on higher-volume plans.
- If you already have a proven SEO/AEO strategy and need to execute it at scale, AirOps wins. If you need fast, competent first drafts without a steep learning curve, ContentShake AI wins.
Overview
AirOps positions itself as an AI discovery and workflow automation platform, not just a writing tool. It builds multi-step agents that can research, draft, optimize, and publish content while also tracking how a brand shows up across ChatGPT, Perplexity, and other answer engines. The pitch is that visibility data should feed directly into content production instead of sitting in a separate dashboard. Its customer case studies (Chime, Webflow, and others) lean on this loop: track where you're missing, then build the pages that fix it.
ContentShake AI is Semrush's AI writing product, now folded into the broader Semrush Content Toolkit alongside an AI Article Generator, AI Search Optimizer, Topic Finder, SEO Brief Generator, and Content Repurposing tools. It leans on Semrush's keyword and SERP database (26+ billion keywords, per Semrush) to generate SEO-briefed drafts fast, then lets you tweak tone and structure before publishing to WordPress or Mailchimp. It's built for speed and volume, not for building custom automation pipelines.
Side-by-side comparison
| Feature | AirOps | ContentShake AI |
|---|---|---|
| Core focus | AI workflow automation + GEO/AEO | AI article generation + SEO optimization |
| Starting price | ~$200/mo (Solo) | ~$60/mo standalone, or bundled from ~$117/mo in Semrush |
| Top-tier price | ~$2,000/mo (Pro) | ~$417-455/mo (highest Semrush content bundle) |
| Free tier | Free tier available (limited tasks) | No, 7-day trial only |
| AI visibility / citation tracking | Yes, native, 7+ answer engines on Pro | No, lives in separate Semrush AI Visibility toolkit |
| Workflow automation / agent builder | Yes, multi-step visual workflows | No |
| Article generation speed | Slower, workflow-driven | Fast, minutes to first draft |
| Content brief / keyword research | Via Knowledge Base + integrations | Built-in SEO Brief Generator, native Semrush data |
| CMS/publishing integrations | 50+ (self-reported): CMS, SEO, AEO, social, project tools | WordPress, Mailchimp, Chrome extension |
| Brand voice control | Audience-specific rules, regional variants, Knowledge Base grounding | Single tone setting, less granular |
| Learning curve | Steep, 2-3 weeks to get comfortable | Low, usable within a session |
| G2 rating | 4.6-4.7/5 (~133 reviews) | No standalone G2 listing found |
Pricing
AirOps prices by task consumption, which makes direct comparison to ContentShake AI's article-based pricing tricky. Roughly 500-800 tasks are consumed per article, so AirOps' Solo plan (35,000 tasks/month) supports somewhere around 25-40 articles before you hit overage charges, which third-party trackers report inconsistently at anywhere from $0.025 per task to $6-9 per 1,000 tasks. That inconsistency alone is worth flagging: get a live quote before committing.
ContentShake AI's standalone pricing sits around $60/month for 5 SEO-boosted articles, with 10 more available for an extra $30/month. But Semrush has also restructured its bundled plans that include AI Visibility features alongside content tools, now named SEO ($117.33/mo), Starter ($165.17/mo), Pro+ ($248.17/mo), and an unnamed top tier around $455.67/mo.
| Plan | AirOps | ContentShake AI / Semrush |
|---|---|---|
| Free / trial | Free tier (limited tasks) | 7-day trial |
| Entry | Solo, ~$200/mo, 35,000 tasks/mo | Standalone, ~$60/mo, 5 articles |
| Mid | -- | Semrush SEO bundle, ~$117/mo |
| Growth | -- | Semrush Pro+ bundle, ~$248/mo |
| Top tier | Pro, ~$2,000/mo, 100,000 tasks/mo, 7+ answer engines | Semrush top bundle, ~$455/mo |
| Enterprise | Custom, unlimited knowledge bases, dedicated account manager | Custom Semrush enterprise pricing |
AirOps is meaningfully more expensive at every tier once you compare like for like. You're not just paying for articles, you're paying for the workflow engine and the visibility tracking layer sitting behind them.
Micro-verdict
ContentShake AI wins on price transparency and predictability. AirOps costs more but includes capabilities (visibility tracking, multi-step automation) that ContentShake AI simply doesn't have at any price point.
Content generation and quality
ContentShake AI produces a full draft in minutes, built from a brief that pulls Semrush's keyword and SERP data automatically. Vendor testimonials praise ease of use and speed; independent reviews are more mixed, describing output as competent for common topics but generic on anything niche or highly technical. It's a first-draft tool, not a finished-article tool.
AirOps takes a slower, more structured path. Content passes through a workflow you design, which can include research steps, Knowledge Base grounding, brand voice rules, and multi-region/multi-language variants before anything gets published. AirOps' own comparison materials claim ContentShake