AI visibility platform to get your brand cited in AI search
AI visibility platform to get your brand cited in AI search
sunbeam (formerly Positional) records 431 monthly visits with -95.1% month-over-month growth and Contact for Pricing pricing. RankSpot records 13,037 monthly visits with +10.2% growth and Freemium, Paid pricing.

An autonomous SEO agent that runs strategy, content and technical SEO end to end
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | positional.com | rankspot.ai |
| Pricing Model | Contact for Pricing | Freemium, Paid |
| Monthly Visits | 431 (431) | 13.04K (13,037) |
| MoM Traffic Delta | -8.28K (-95.1%) | +1.2K (+10.2%) |
| Primary Market & Share | 🇺🇸 United States (51.1%) | 🇺🇸 United States (20.9%) |
| Direct Visits / mo | 169 | 5.28K |
| User Rating | 4.3 | 4.2 |
| Supported Platforms | Website | Website |

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.
The SEO and AI search execution layer your AI agent can actually run
Checks a prompt across AI engines like ChatGPT, Claude, Perplexity, Gemini, AI Overviews and AI Mode, capturing the answer, the brands it names, and the pages it cites (from $0.004 per check).
Researches, writes, publishes, and requests indexing for full articles, ready to go live in your CMS (about $3 per article).
Finds editor email addresses, sends first emails and follow-ups from your own mailbox, and handles replies in a thread.
Finds the forum threads AI answers quote and drafts replies you can post on Reddit, Quora, and similar communities.
AI visibility platform to get your brand cited in AI search
AI visibility platform to get your brand cited in AI search

AI SEO manager that tracks rankings and AI answers, then does the work
AI SEO manager that tracks rankings and AI answers, then does the work

Free / Open-sourceWin AI search discovery with content agents and strategy
Free / Open-sourceWin AI search discovery with content agents and strategy

The AI SEO agent that researches, writes, publishes, and builds links for you
The AI SEO agent that researches, writes, publishes, and builds links for you

AI SEO agents that rank on Google and get cited by AI chatbots
AI SEO agents that rank on Google and get cited by AI chatbots

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

Rank in Google and get cited by AI answer engines
Rank in Google and get cited by AI answer engines

AI SEO agents that write, publish, and build backlinks for you
AI SEO agents that write, publish, and build backlinks for you

Free / Open-sourceThe AI SEO agent that checks Google before it writes — then ships a page every morning
Free / Open-sourceThe AI SEO agent that checks Google before it writes — then ships a page every morning

Rank on Google and get cited by AI, on autopilot
Rank on Google and get cited by AI, on autopilot

Autonomous AI SEO agent that writes, links, and publishes content for you
Autonomous AI SEO agent that writes, links, and publishes content for you

Free / Open-sourceSEO and AI search visibility analytics in one platform
Free / Open-sourceSEO and AI search visibility analytics in one platform