What should teams ask before adopting dual-surface scoring?
Answers focus on product fit, score interpretation, account access, and production readiness.
Instant answers
Ask before you evaluate.Search both the questions and their full answers, then open exactly what you need.They overlap, but they are not the same outcome. Splitting them helps teams see when a draft is ranking-ready, retrieval-ready, or strong on one surface but weak on the other.
Yes. The live demo exposes the same scoring posture with sample content so evaluators can inspect the workflow before signing up.
Checkout and customer portal actions live under account billing and require authentication before the billing provider is opened.
Your draft is never used to train AI models, and it is not saved as a document. To make re-scoring fast, the engine caches a scored snapshot — your full text and scores — for 2 hours, keyed to your content. Articles you create in a workspace are saved to your account so you can revisit and re-score them.
No. Your drafts are never used to train any model.
It is a weighted score across seven transparent signals: keyword coverage, entity depth, heading structure, length, readability, internal links, and AI-retrieval (GEO) readiness. For a given draft, keyword and date the score is deterministic; years the draft mentions are compared with the current calendar year, so the same draft can score differently in a later year. There is no opaque LLM score, and every signal is inspectable in the breakdown panel.
It is a heuristic estimate of how extractable and citable your draft is for AI answer engines like ChatGPT, Perplexity, and Google AI Overviews. It is computed from your draft text, without querying any answer engine, and weighs answer-first structure, entity clarity, and citability signals.
WordPress and Webflow publishing are on the roadmap and not yet available. Today, publishing prepares a draft payload you copy into your CMS; automatic delivery is in development, with more integrations to follow.
Yes. You can cancel anytime from account billing through the secure customer portal, with no lock-in.
The Free tier includes 5 Articles a month. Once you have used them, you stay on the Free tier. To score more articles, upgrade to Editor for up to 50 scored articles a month — and since the Free tier needs no card, nothing is charged automatically.
No. SEO AI Regent is decision support for editorial teams, not legal advice. It improves how well content meets ranking and retrieval signals before publish, but no tool can guarantee rankings, traffic, or AI citations.
Teams whose primary need is keyword research or backlink monitoring as a standalone tool, or anyone publishing fewer than a handful of articles a month.