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FAQ
Common questions before teams adopt dual-surface scoring.
Answers focus on product fit, score interpretation, account access, and production readiness.
Why split Content Score and GEO Score?
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.
Can I try it without an account?
Yes. The live demo exposes the same scoring posture with sample content so evaluators can inspect the workflow before signing up.
Where do billing actions live?
Checkout and customer portal actions live under account billing and require authentication before the billing provider is opened.
Is this legal advice or ranking guarantee?
No. The scoring output is decision support for editorial teams, not a guarantee of rankings, traffic, or AI citations.
Is my content stored after scoring?
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.
Is my content used to train AI models?
No. Your drafts are never used to train any model.
How is the Content Score calculated?
The same input always gives the same score — it is a weighted score across seven transparent signals: keyword coverage, entity depth, heading structure, length, readability, internal links, and AI-retrieval (GEO) readiness. There is no opaque LLM score, and every signal is inspectable in the breakdown panel.
How is the GEO Score calculated?
It measures how extractable and citable your draft is for AI answer engines like ChatGPT, Perplexity, and Google AI Overviews, weighing answer-first structure, entity clarity, and citability signals.
Which CMS integrations are available?
WordPress and Webflow publishing are in BETA, with more integrations on the roadmap.
Can I cancel anytime?
Yes. You can cancel anytime from account billing through the secure customer portal, with no lock-in.
What happens after the Free tier's included scores?
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.
Does this guarantee rankings or AI citations?
No. It improves how well content meets ranking and retrieval signals before publish, but no tool can guarantee third-party ranking outcomes.
Who is this NOT for?
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.