Turn audit and measurement gaps into reviewed content
Citanto drafts content from the facts you supply, checks the figures it can verify automatically and flags unsupported statements for your review.
Planned from your audit and measurements
The content plan combines content angles for your type of business with your audit findings and your measured results by question type. Drafts follow a clear structure: a direct answer at the top, descriptive headings (phrased as questions when that fits), your business named, and a FAQ only when it adds useful answers.
Checked before your review
Drafts are written from the business profile you validate. A deterministic check compares prices, percentages, opening hours, phone numbers and named certifications with that profile; a value missing from it holds the draft for revision. An AI review then flags unsupported statements for you to check. Automated checks do not catch every error, so your review remains the final control.
Structured data that matches the page
Each piece comes with JSON-LD generated from the content itself: an Article and, when the piece has an FAQ, a FAQPage. The markup describes the visible page to machines. It does not guarantee citations.
An editorial structure grade
Each draft gets an editorial structure grade: depth for its type of page, useful section headings, a direct answer at the start of each section, complete sections and no repeated passages, with the weaknesses to fix. A FAQ is optional and does not count in the grade. A draft below the structure threshold, with repeated passages or with a business fact left to complete cannot be approved until it is fixed. The grade measures structure only; it does not estimate how often an AI system will cite the page.
How it works
We plan the pieces
Content angles for your business, prioritised with your audit findings and measured results by question type.
We draft from your facts
A draft based on your validated business profile, with your business named and JSON-LD attached.
It's checked, then graded
Automated figure checks and an AI review flag problems; an editorial grade shows what to improve.
You review and publish
WordPress receives drafts. On Wix, Duda, Shopify and other platforms, you publish each approved article yourself with guided steps. Publication stays with you.
Check your site's AI readiness. Free.
Citanto reads your homepage, robots.txt, sitemap and up to 15 pages listed in your sitemap, then checks crawler access, structured data and content signals. See the observed gaps and what to fix first.
Frequently asked questions
What is a GEO content engine?
A GEO content engine prepares content with clear answers that people and AI systems can read: direct answers, clear headings and named facts. Citanto drafts from your business profile, checks figures automatically, flags unsupported statements and adds matching JSON-LD. No content can guarantee that an AI system will cite it.
Does Citanto auto-publish AI content?
No. WordPress receives drafts. On Wix, Duda, Shopify and other platforms, you publish each approved article yourself with guided steps. Then you give its address and click “I published this article”: Citanto checks that the page shows the approved text. You decide what is published.
How does Citanto handle invented facts?
Drafts are written from the business profile you validate. A deterministic check compares prices, percentages, opening hours, phone numbers and named certifications with that profile, and a value missing from it holds the draft for revision. An AI review then flags unsupported statements, and a contradicted claim also holds the draft. Automated checks do not catch every error, so your review remains the final control.
Does it generate the schema too?
Yes. Each piece comes with JSON-LD generated from the content: an Article and a WebSite node, plus a FAQPage when the piece has questions, all linked to your business entity. The markup matches the visible page; it does not guarantee citations.