Description
sunbeam is an autonomous SEO agent built by daydream Labs, positioned as a hire rather than a piece of software: a system that runs a company's SEO function rather than assisting a person doing it manually.
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On day one, sunbeam is described as reading everything about the company it's onboarded onto: product pages, blog posts, brand voice samples, sitemap content, competitor sites and customer reviews, indexed into an internal knowledge graph of the company's product and market. From there, the site describes sunbeam running several parts of the SEO function independently and in parallel: onboarding, strategy, content, technical SEO, editorial review and performance tracking, with a team-sync step to report progress.
sunbeam's own positioning draws a line between the current generation of AI-assisted SEO workflows, which still need a person operating them, and what it calls autonomous SEO: an agent that runs strategy, content and technical work end to end with less day-to-day operator involvement. The company publishes an essay laying out this argument on its own site.
The product is aimed at companies that want their SEO and AI-search visibility handled continuously rather than through a tool their team has to configure and run. sunbeam lists integrations as "more coming soon," indicating the integration surface is still being built out.
sunbeam does not publish self-serve pricing or plan tiers; access is arranged by booking a demo with the company. The product was previously known as Positional; the domain positional.com now redirects to sunbeam.ai, and the site's branding is consistently lowercase ("sunbeam").
The company frames its onboarding as a fast, largely automated process: within roughly the first couple of hours after setup, sunbeam works through a company's sitemap, product pages and blog content, brand voice materials, competitor sites, and customer reviews to build its internal knowledge graph before strategy and content work begins. The site also publishes a Thoughts section with longer essays on its approach to autonomous SEO, alongside separate Company and Careers pages. sunbeam is built by daydream Labs, Inc.
- CategoryAI SEO Tools
- Pricing ModelContact Us
- DeploymentCloud
- PlatformsWeb
sunbeam's Core Features
Onboarding pass that reads a company's product pages, blog content, brand voice materials and sitemap
Competitive indexing across a company's named rival sites
Customer review cataloguing for sentiment and product-feedback patterns
Autonomous SEO strategy generation based on the onboarding knowledge graph
Autonomous content production as part of the SEO workflow
Autonomous technical SEO handling
Editorial review pass before content goes live
Ongoing performance tracking of SEO output
How to use sunbeam?
Book a demo: sunbeam is accessed by request rather than self-serve signup
Onboarding: sunbeam reads your product pages, blog content, brand voice and competitor sites
Strategy: sunbeam builds an SEO strategy from what it has indexed about your company and market
Content and technical SEO: sunbeam produces content and handles technical SEO work in parallel
Editorial and performance: content goes through an editorial pass, then performance is tracked over time
sunbeam's Use Cases
- Autonomous SEO strategy
- Ongoing content production
- Technical SEO upkeep
- AI-search visibility
