AirOps vs MarketMuse (2026): which should you pick?
As of Oct 23, 2026, AirOps and MarketMuse share a 2.4 GPA, and only MarketMuse has a free plan.
Checked Oct 23, 2026 · graded Oct 23, 2026 by ToolGPA
They get the same grade on all five counts.
Price, platforms and features side by side. The table says where each price was read and when.
MarketMuse
Content planning and optimization built on a site-wide topic inventory
Free plan
Which one is for you
Pick AirOps if
- Fits if your team wants to act on AI search visibility, not just report it
- Works for refreshing or producing content across hundreds of pages at once
Look elsewhere if
- Skip it if you want a price up front, as none of the plans shows one
- Tight if you're on Solo, which is one user and tracks ChatGPT only
- Watch out: tasks past the monthly allowance are charged, at $0.025 each on Solo
- Watch out: the pricing FAQ still names old Scale and Agency plans next to Solo, Pro and Enterprise
Pick MarketMuse if
- Fits if you plan topic clusters across a whole site, not one post at a time
- Works for agencies handing detailed briefs to outside writers
Look elsewhere if
- Skip it if you want to see a price before talking to sales, as no paid plan shows one
- Tight if you're staying free, at 10 queries a month with no inventory, tracked topics or briefs
- Watch out: only Strategy gets all nine brief types, and the other plans get the article brief
- Pricey if your team grows, since extra users and extra tracked topics are bought on top
How we grade them
| 2.4GPAAirOpsFair | 2.4GPAMarketMuseFair | |
|---|---|---|
| Value for money | CNo price is published: Solo, Pro and Enterprise are listed without figures and pricing follows task volume, so the price is only given on a sales call. On Solo, each task past the allowance is $0.025. | CNo paid price is published. Optimize, Research and Strategy all say book a demo, so the price is only given on a sales call. Extra users and extra tracked topics are bought on top of the plan. |
| Free plan and trial | CNo free plan, but a 14-day trial with Scale plan features and no payment details until it ends. It stops early if you use up the trial's tasks. | CA free plan for 1 user with 10 queries a month in Topic Navigator, Keywords, SERP X-ray and the heatmaps. There's no site inventory, no tracked topics and no briefs, and 10 queries go fast. |
| Features | BAI answer tracking with competitor comparisons, opportunities, workflows and agent playbooks, a bulk grid that publishes to Webflow, Sanity or Contentful, and brand kits with review. The whole job, though Solo tracks ChatGPT only. | BA site inventory with a personal difficulty score from 1 to 100, briefs, strategy documents, an editor that grades drafts against the top 20 pages and an AI writing aid. That covers the job, though only Strategy gets all nine brief types. |
| Ease of use | CNo rating on record. Workflows and playbooks are things you build, and tasks are counted per step, so there's a lot to learn. | CNo rating on record. There's a site inventory, tracked topics and a topic model to get your head around before the scores mean much. |
| Platforms and integrations | BWeb, linked to Webflow, WordPress, Contentful, Sanity, Search Console, Analytics 4 and Slack, with MCP connectors, its own MCP server and an API. No desktop or phone app. | BWeb only, with Google Docs and Microsoft Word. No API on record, and no desktop or phone app. |
| Best for | AI search work and bulk content refreshes | planning content across a whole site |
The GPA is the average of the five grades: an A is 4 points, an F is none. The full reasons are on each tool's page: AirOps and MarketMuse. How we grade
Where they differ
- AirOps also covers workflow automation, AI agents and AI search visibility.
- MarketMuse also covers keyword research and internal linking.
In commonWebAI featuresContent optimization
At a glance
| AirOps | MarketMuse | |
|---|---|---|
| Pricing | Free trial | Free plan |
| Starts at | Not published | Not published |
| Free plan | None | 1 user and 10 queries a month in Topic Navigator, Keywords, SERP X-ray and the heatmaps, with no site inventory, briefs or strategy documents. |
| Free trial | 14-day free trial; payment details are not needed until it ends | None listed |
| Web | ||
| Made by | AirOps | MarketMuse, Inc. |
| Price read from | Not confirmed | marketmuse.com |
| Checked | Oct 23, 2026 | Oct 23, 2026 |
Worth knowing
AirOps
- Plan prices are not published; the vendor says pricing follows task volume and needs, and offers a free start and a 14-day trial.
- Solo is single-user and tracks ChatGPT only; Pro adds 7+ answer engines and unlimited seats.
- Tasks beyond the monthly allowance are charged; on Solo each extra task costs $0.025.
- The pricing FAQ still names older Scale and Agency plans beside the current Solo, Pro and Enterprise ones.
MarketMuse
- Paid plan prices are not published; the pricing page asks you to book a demo.
- The Free plan has 10 queries a month and no site inventory, tracked topics or briefs.
- Only the Strategy plan has all nine brief types; the others get the article brief.
- Extra users and extra tracked topics are bought separately from the account's subscription settings.
Key features
AirOps
- AI search insights
- Tracks visibility, citations, mentions and sentiment in answer engines, with competitor comparisons. Solo covers ChatGPT only; Pro covers 7+ engines.
- Opportunities
- Points to onsite and offsite openings to be cited, and on Pro and Enterprise also social and community ones.
- Workflows and Playbooks
- Build AI workflows and agent playbooks that research, write and refresh content, paid for in tasks counted per step that runs.
- Grids for bulk work
- A spreadsheet-style view that runs workflows across hundreds of pages and publishes the results to Webflow, Sanity or Contentful.
- Brand Kits and review
- Brand Kits and Knowledge Bases keep output on brand, with quality scores, human review and approvals, and version history.
- Data connections and API
- Connects Google Search Console and Google Analytics 4 to page data, and offers MCP connectors, the AirOps MCP server and an API.
MarketMuse
- Content inventory
- Paid plans keep an inventory of a site's published pages and topics, updated automatically, with tracked topics you want to rank for.
- Personalized difficulty
- Scores each topic from 1 to 100 for how hard it is for your own site to rank, based on your existing coverage and performance.
- Optimize editor
- Grades a draft against a topic model of related subtopics, compares it with any of the top 20 ranking pages and has a generative AI writing aid.
- Content briefs
- Briefs with outlines, questions and linking suggestions in nine types, such as how-to, comparison and listicle. Lower plans get the article type only.
- Content strategy documents
- Generated documents that suggest topic clusters and a content plan, with keyword, intent and competitor data behind each recommendation.
- Competitor and SERP analysis
- SERP X-ray and the heatmaps show how the ranking pages cover a topic and where competitors leave gaps.
Plans
AirOps
Pricing could not be confirmed. See airops.com.
MarketMuse
Free$0
1 user and 10 queries a month across the research applications. No inventory, tracked topics or briefs.
OptimizeCustom
1 user, 1 site inventory, 100 tracked topics, 100 queries, 5 article briefs and 1 strategy document a month. Price not published.
ResearchCustom
3 users, 1,000 tracked topics, unlimited queries, 10 article briefs and 3 strategy documents a month. Price not published.
StrategyCustom
5 users, 10,000 tracked topics, unlimited queries, 20 briefs a month in all 9 brief types and 5 strategy documents. Price not published.
Common questions
Which is cheaper, AirOps or MarketMuse?
As of Oct 23, 2026, AirOps has no price we could confirm, and MarketMuse publishes no starting price.
Which has a free plan, AirOps or MarketMuse?
As of Oct 23, 2026, only MarketMuse has a free plan. AirOps does not, though it has a free trial.
More comparisons
How this page was made
- The verdict at the top follows a fixed rule. When both tools are in the same category and either is in our top three for it, the verdict follows that ranking: the higher-placed tool is our pick. The top three weigh who each tool suits as well as its grades, so a pick can go against the GPA. Otherwise the page does not pick one and says which grades higher: the higher GPA first; on a tie, the one with a free plan, then the one that starts cheaper in dollars a month, counted the same way for both; if they are still level, what the choice depends on.
- The grades are our own, from each tool’s review or report card. The GPA is their average.
- Prices, plans and platforms come from each tool’s listing. The table above says where each price was read and when.
- The differences and the answers to the questions are worked out from those listings.