
SpecialistAutomate work across thousands of apps — no code required
AirOps records 153,582 monthly visits with -8.9% month-over-month growth and Freemium, Contact for Pricing pricing. sunbeam (formerly Positional) records 431 monthly visits with -95.1% growth and Contact for Pricing pricing.

An autonomous SEO agent that runs strategy, content and technical SEO end to end
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | airops.com | positional.com |
| Pricing Model | Freemium, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 153.58K (153,582) | 431 (431) |
| MoM Traffic Delta | -14.93K (-8.9%) | -8.28K (-95.1%) |
| Primary Market & Share | 🇺🇸 United States (43.2%) | 🇺🇸 United States (51.1%) |
| Direct Visits / mo | 77.03K | 169 |
| User Rating | 4.2 | 4.3 |
| Supported Platforms | Website | Website |

Win AI search discovery with content agents and strategy
Stand up agents that research, draft, publish and refresh content on an ongoing schedule, learning from each run.
Track brand market share and visibility for the buyers you care about, and see where competitors already lead.
Apply consistent brand rules, tone and quality checks across every automated content run.
Guidance on which channels and investments most influence AI discovery for your category.

An autonomous SEO agent that runs strategy, content and technical SEO end to end
One agent owns strategy, content, editorial and technical SEO, running each workstream independently and in parallel rather than as a stack of separate tools.
Onboarding reads product pages, blog archives, brand-voice documents, competitor sites and customer reviews to build an internal knowledge graph of your business.
The agent drafts and plans content in your mapped brand voice, keeps an editorial calendar moving and tracks performance across pages.
Technical SEO runs alongside content work, so structural issues are identified and addressed without a separate queue.

SpecialistAutomate work across thousands of apps — no code required
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams
AI visibility platform to get your brand cited in AI search
AI visibility platform to get your brand cited in AI search

Free / Open-sourceAI SEO manager that tracks rankings and AI answers, then does the work
Free / Open-sourceAI SEO manager that tracks rankings and AI answers, then does the work

Free / Open-sourceThe AI SEO agent that researches, writes, publishes, and builds links for you
Free / Open-sourceThe AI SEO agent that researches, writes, publishes, and builds links for you

Free / Open-sourceAI SEO agents that rank on Google and get cited by AI chatbots
Free / Open-sourceAI SEO agents that rank on Google and get cited by AI chatbots

Excels at automated content briefs and outlining, but has fewer custom workflow building blocks than AirOps.
Excels at automated content briefs and outlining, but has fewer custom workflow building blocks than AirOps.

AI agents that write, optimize and publish SEO content for you
AI agents that write, optimize and publish SEO content for you

Offers strong keyword research and content planning tools, but provides less flexible AI orchestration capabilities.
Offers strong keyword research and content planning tools, but provides less flexible AI orchestration capabilities.

Focuses heavily on traditional SEO and generative search visibility, but lacks AirOps' broad workflow customization.
Focuses heavily on traditional SEO and generative search visibility, but lacks AirOps' broad workflow customization.

Free / Open-sourceRank in Google and get cited by AI answer engines
Free / Open-sourceRank in Google and get cited by AI answer engines

SpecialistContent marketing platform that runs strategy, AI drafting, publishing and reporting in one place
SpecialistContent marketing platform that runs strategy, AI drafting, publishing and reporting in one place