Webflow 5xed content refresh velocity and increased visibility across Google and ChatGPT
Chime went from being recommended in 24 to 68 priority questions
George Bonaci VP of Growth, Ramp
Nicole Baer, CMO, Carta
50% cut in production costs, thanks to the elimination of external agencies and manual tasks.
Marcio Arnecke, CMO, Apollo
Why Customers Choose AirOps to Go Beyond Visibility
Watching trends while traffic slips away is not a winning strategy. Only AirOps gives you the system to produce quality content that earns citations.
and agents alike
Get prime placement in AI Search by improving the structure, clarity, and quality of your content.
Brand Kits
Create content that sounds like your brand by weaving in your brand voice, personas, and expertise.
Our experts help brands like Carta and Rippling build workflows and train their teams to move faster with confidence.
What sets AirOps apart from MarketMuse
AirOps is built to help teams execute content operations at scale, not just analyze and brief individual pages. While MarketMuse focuses on topic modeling and content briefs for traditional SEO, AirOps combines AI search visibility tracking with multi-step workflow orchestration and bulk publishing so teams can continuously create, refresh, and ship optimizations across AI platforms and search engines in one system.
What our customers are saying
“AirOps is unlike any other AI tool we’ve seen. We’ve been able to drop our agency and focus on the highest value initiatives in weeks”
Nick Fairbain
VP Growth Marketing, Chime
“Our brand visibility score hit a high of 28% after we refreshed content. We saw a 56% increase in subscriptions in 30 days that corresponds to content engineered for agents."
George Bonaci
VP of Growth and Demand, Ramp
“With AirOps, we grew AI-attributed signups from 2% to over 10% in under a year with zero headcount growth. Just sharper workflows and faster loops.”
Josh Grant
VP of Growth, Webflow
AirOps vs. MarketMuse
Which platform is right for your team?
Track visibility across AI search
MarketMuse analyzes SERP competitors but can't tell you if ChatGPT, Perplexity, or Gemini mention your brand. AirOps Page360 shows exactly where you appear across 5 AI platforms plus traditional search, so you know what's working and what's not.
AirOps turns briefs into published content. MarketMuse stops at the blueprint.
MarketMuse generates solid content briefs, but you're on your own to write, review, and manually copy-paste into your CMS. AirOps runs complete workflows from research to publishing across 7+ CMS platforms, so content ships faster without the handoffs.
Pre-built, reusable
workflow components
AirOps connects to your tech stack. MarketMuse requires manual workarounds
MarketMuse offers Google Docs exports and Acrolinx integration, but lacks native CMS publishing or data warehouse connections. AirOps integrates with 30+ platforms including Webflow, WordPress, BigQuery, and SEMrush, so your workflows run end-to-end without copy-paste.
SEVERAL CMS platforms
(Webflow, Contentful,
WordPress, Ghost,
and more)
AirOps builds your team's content engineering capability, not just ticket support
MarketMuse provides Academy resources and optional managed briefs, but lacks structured enablement programs. AirOps combines hands-on solution architects, live cohort training, and fully managed offsite services to build lasting team capability while delivering results.
How Webflow scaled content 5x in days with AirOps
Frequently Asked Questions
Which is better: AirOps or MarketMuse?
AirOps is better for teams that need to track AI search visibility and execute content operations at scale with automated workflows. MarketMuse is better suited for content strategists who need detailed topic modeling and content briefs for traditional SEO but lacks AI platform tracking and the workflow infrastructure required to execute and publish optimizations at scale.
What features does AirOps offer that MarketMuse does not?
AirOps offers several capabilities MarketMuse lacks:
- AI search visibility tracking across ChatGPT, Perplexity, Gemini, Google AI Mode, and Google AI Overviews
- Page360 unified analytics combining AI citations, GSC, and GA4 in one dashboard
- Workflow builder for multi-step content pipelines with branching logic
- Grids for bulk content operations accessible to non-developers
- Brand Kits with algorithmic enforcement of tone, style, and guidelines
- Knowledge Bases for grounding AI in proprietary databases and documents
- 7+ native CMS integrations with direct publishing (Webflow, WordPress, Contentful, Ghost, Sanity, Strapi, ContentStack)
- 20+ AI model options with bring-your-own-API-key support
- Real-time collaboration features (comments, version history, live presence)
Does MarketMuse just show optimization scores, or can it actually automate the fixes?
MarketMuse shows you what needs fixing through Content Score and provides Content Briefs with optimization suggestions. Their Optimize editor offers real-time feedback as you write. However, there are no native publishing workflows. You must manually copy content to your CMS (documented as "Copy for Publishing").
AirOps automates the entire workflow by identifying underperforming pages in Page360, running multi-step optimization workflows, and publishing updates directly to 7+ CMS platforms through Grids. MarketMuse guides you to better content. AirOps builds the system that creates and ships it.
How do AirOps workflows differ from MarketMuse's automation?
MarketMuse offers prescriptive linear workflows ("Analysis → Plan → Brief") focused on generating content briefs. There is no visual workflow builder with branching logic, loops, or conditional triggers. Automation focuses on generating insights rather than executing complex multi-stage operations.
AirOps provides a visual Workflow builder for creating multi-step content pipelines with branching logic, quality checks, and API integrations. Workflows execute at scale through Grids, where teams can process hundreds of rows simultaneously and publish directly to their CMS without technical resources or manual copy-paste.
How does AirOps track AI search visibility compared to MarketMuse?
AirOps tracks AI platform visibility across ChatGPT, Perplexity, Gemini, Google AI Mode, and Google AI Overviews. Page360 unifies AI citations, Google Search Console data, and Google Analytics engagement metrics in one dashboard, helping identify high-impact optimization opportunities that would be invisible when looking at these metrics separately.
MarketMuse does not track AI platform visibility. It focuses on traditional SERP analysis (analyzing top 20 search results) but cannot tell you if ChatGPT, Perplexity, or Gemini mention your brand. Additionally, MarketMuse separates data across multiple applications (Inventory, Heatmap, Optimize) rather than providing a unified view.
Can AirOps replace both MarketMuse and my content creation tools?
Yes. AirOps replaces multiple tools by combining AI visibility tracking, SEO analytics, workflow orchestration, bulk content operations, 7+ native CMS integrations, and team collaboration in one system.
Teams using MarketMuse still need separate tools for workflow automation (no visual builder for multi-step operations), bulk operations (no Grid-like interface for processing hundreds of pages), direct CMS publishing (manual "Copy for Publishing" to most platforms), and AI platform visibility tracking (MarketMuse provides no AI search tracking). AirOps handles all of this natively with unlimited seats for team collaboration.
What's the pricing difference between AirOps and MarketMuse?
MarketMuse uses tiered subscriptions based on users and tracked topics. Plans range from $99/month (Optimize, 1 user, 100 topics) to $499/month (Strategy, 5 users, 10,000 topics). Content Briefs cost credits ($25/credit if purchased separately), which reviews cite as a friction point. However, MarketMuse only provides topic modeling, briefs, and optimization guidance for traditional SEO. It does not track AI platform visibility, and you'll still need separate tools for workflow automation, bulk operations, and direct CMS publishing.
AirOps offers a freemium Insights plan at $0/month to get started, with Pro and Enterprise plans that include unlimited seats so your entire team can collaborate in one system. AirOps combines AI visibility tracking, SEO analytics, and content workflows, eliminating 3-4 separate tool subscriptions. You also get granular cost control through task-based billing and the option to bring your own AI model keys, making variable costs more predictable as you scale.
The real difference: MarketMuse charges you for optimization guidance focused on traditional SEO. AirOps gives you AI search visibility plus the system to execute at a lower total cost of ownership.
How hard is MarketMuse to operationalize day to day?
MarketMuse requires manual work to operationalize beyond individual content briefs and document optimization. There is no visual workflow builder for multi-step operations, no Grid-like interface for bulk content management, and no direct-publish CMS integrations (users must manually copy content to WordPress, HubSpot, or other platforms via "Copy for Publishing"). Data freshness is also a consideration, as inventory ranking data updates on a monthly schedule rather than daily.
AirOps is built for daily operations with visual Workflow builders for multi-step pipelines, Grids for bulk content management accessible to non-developers, 7+ native CMS integrations with direct publishing, daily AI visibility updates, and unlimited seats for team collaboration built in.