
Machined
AI content cluster automation for SEO workflows
What is Machined?
Machined is an AI-powered SEO content platform designed to automate the end-to-end content cluster workflow. It organizes topics into pillar and supporting articles and can generate large sets of interlinked drafts quickly.
The platform emphasizes research-supported writing and can attach citations from high‑ranking sources to articles. Generated drafts are intended to be grounded in discovered sources, which helps form topical authority when combined with editorial review.
Machined automates internal linking across a cluster and can publish clusters directly to WordPress, Webflow, or via webhooks. This reduces manual copy/paste and helps maintain consistent metadata and link structure across related pages.
The product includes controls for voice, briefs, and long‑form article settings and follows a bring‑your‑own‑key model for AI usage. Users should still plan for human editing and fact‑checking before publishing at scale.
Machined Features
Automated keyword research and clustering
Machined automatically expands seed topics into organized keyword clusters and maps intent for each planned URL. The workflow is built to replace spreadsheet-based grouping and produce structured topic sets ready for drafting.
Research-backed article generation with citations
The platform surfaces sources and can attach citations so drafts cite high‑ranking or authoritative pages. This research layer is designed to give each cluster article context and references that support topical depth.
Automatic internal linking and anchor optimization
Machined analyses semantic relationships inside a cluster and proposes contextual links and anchor text between articles. That helps ensure supporting pages connect to pillar content without manual link planning.
Direct CMS publishing and export options
You can publish generated clusters directly to common CMS platforms or send content via webhooks for automation. Publishing controls include drafting for review or pushing live, reducing manual transfer errors.
Customization, long-form support, and editor tools
Machined offers controls for brand voice, content briefs, and an in-app editor so output can be aligned to a publisher’s standards. It also supports long-form articles and other format choices to meet various editorial needs.
BYOK model and trial access for workflows
The product uses a bring‑your‑own‑key approach for AI generation costs and provides trial access to evaluate workflows. This separates platform subscription features from model usage charges and lets teams manage their own API costs.
Pricing
Pricing not verified
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