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ScribePress
✦ The operational layer of the GSO framework

Your content needs to be found by AI. ScribePress makes sure it is.

A GSO-aligned content pipeline that researches, writes, verifies against five AI engines, and publishes to WordPress automatically. Built on the framework that defines what citation-worthy content looks like.

No credit card required

Built on the GSO framework

They were built for Google rankings. You need AI citations.

Surfer SEO, Clearscope, and Semrush were designed for a world where Google's ranking algorithm was the arbiter of content quality. When someone asks ChatGPT a question about your industry, rankings tell you nothing about whether your content gets cited.

Old metric

Keyword density

Old metric

Backlink count

GSO metric

Citation likelihood

GSO metric

Multi-engine validation

How It Works

From topic to published in three steps

The nine-stage pipeline runs automatically. You connect your site, give it a topic, and review the result.

Connect your WordPress site

Add your WordPress site URL and API key. ScribePress publishes directly to your site — no plugins to install, no manual copy-paste.

Give ScribePress a topic

Enter a topic, a keyword, or paste an existing draft. The pipeline takes it from there — research, brief, writing, tone check, schema, scoring.

Published, scored, and ready to be cited

Your article goes live on WordPress, fully structured, verified by five AI engines, and built to be retrieved when your audience asks AI for answers.

Nine stages. Every one built for AI citation.

Each stage of the pipeline has a single job. The output of one feeds the input of the next. Nothing is skipped.

Topic Research

Live web search surfaces what AI engines are currently citing on your topic — not a static knowledge base.

GSO Brief

A structured brief maps every section against the five GSO pillars before a word of the article is written.

Full Draft

Written from the brief. Proper heading hierarchy, self-contained paragraphs, and semantic structure throughout.

Tone Review

Hedging phrases and vague generalizations are flagged and rewritten before the article reaches the scoring stage.

Schema Generation

Article, FAQPage, and BreadcrumbList JSON-LD is generated automatically and embedded server-side.

AI Scoring

Content is verified for citeability against ChatGPT, Claude, Gemini, Perplexity, and Grok. Only content that clears our quality threshold moves forward.

Score Review

You see the verdict from each engine in your dashboard. Approve, request revision, or publish automatically.

WordPress Publish

Approved content publishes directly to WordPress with schema, images, and metadata intact. No copy-paste.

Site Audit

ScribePress audits your site against GSO criteria and surfaces the highest-impact content gaps to fill next.

See the full pipeline in detail
The Quality Gate

Content that five AI engines agree on is content they will cite

ScribePress verifies every article against ChatGPT, Claude, Gemini, Perplexity, and Grok using our tested and proven prompts. Each engine evaluates independently. Their combined verdict is the quality gate every article must clear before publishing.

The verdict is specific. Each engine tells you exactly what needs to change before you publish. Nothing vague, nothing generic — actionable feedback on the actual content.

Verify your first article free
AI Jury · Live verdict
All Approved
ChatGPT
Approved
Claude
Approved
Gemini
Approved
Perplexity
Approved
Grok
Approved

Ready to publish

From Word doc or Google Doc to published post in minutes

If you already have content, you do not need to start from scratch. Paste your draft into ScribePress. Run it through scoring, schema generation, and publishing. No reformatting, no copy-paste into WordPress.

The import stage accepts raw text. ScribePress handles the rest.

Import your first doc free

Paste your draft

Word or Google Docs

GSO check runs

Tone + 5 engines

Schema injected

JSON-LD server-side

Published

Direct to WordPress

Before you write anything, know exactly what your site is missing

ScribePress audits your existing content against the GSO framework criteria. It surfaces which pages lack structured data, which topics you have not covered, and which content is at risk of being bypassed by AI citation engines.

73%

Schema coverage gaps found in avg site audit

61%

Missing GSO pillars found in avg site audit

48%

Low citation potential found in avg site audit

Learn how the site audit works

Built for the people the industry is about to catch up to

I have been doing content marketing for nine years. This is the first tool that actually thinks about what AI engines need, not what a 2018 Google update needed.

Rachel T.

Content Director, SaaS company

Knowing that all five engines verified my article before I publish it is a completely different way to work. The confidence is real.

Marcus L.

Independent SEO consultant

My clients were asking about AI search visibility and I had nothing to show them. Now I do.

Priya S.

Agency owner

Simple, transparent pricing

Every plan includes the full 9-stage pipeline. Freelancer and Agency plans score across all five AI engines.

Starter

$99/mo

For independent content creators and solopreneurs building their AI search presence.

  • 10 published posts per month
  • Full 9-stage pipeline
  • AI scoring across 3 engines
  • WordPress publishing
  • JSON-LD schema generation
Start with Starter
MOST POPULAR

Freelancer

$199/mo

For content teams and consultants managing multiple sites or higher publication volume.

  • 30 published posts per month
  • Everything in Starter
  • Priority scoring queue
  • Content import (Word, Google Docs)
  • Site audit (up to 200 pages)
  • Revision feedback loop
Start with Freelancer

Agency

$299/mo

For agencies running GSO content programs across multiple client sites.

  • 75 published posts per month
  • Everything in Freelancer
  • Multi-site support
  • Client reporting dashboard
  • Unlimited site audit
  • Early access to new features
Start with Agency
View full plan comparison →

Built by the person who wrote the framework

ScribePress is not a generic AI writing tool with a new coat of paint. It is the operational layer of a specific, documented framework for the post-ranking era of search — the GSO framework, publicly documented at gsoguide.online since September 2025.

That framework was built by Michael Rubinstein, founder of Tjabo Digital. He has been building websites since 1995, starting at 14 years old — over three decades of development and optimization experience. He has been building toward AI-aligned search optimization since 2017. ScribePress is what that decade of thinking looks like when the tools finally caught up.

Meet MichaelRead the GSO framework

Start publishing content AI engines cite

Your first article verifies free. No credit card required.

Get Started FreeSee how it works

Common questions about ScribePress

GSO stands for Generative Search Optimization. It is the discipline of making content retrievable, citable, and trustworthy within AI-generated search responses. The framework was created by Michael Rubinstein and is documented at gsoguide.online.

Surfer SEO and Clearscope optimize for SERP keyword density patterns. ScribePress optimizes for AI citation likelihood. The inputs, the scoring model, and the output criteria are fundamentally different. Surfer tells you whether your keyword frequency matches top-ranking pages. ScribePress tells you whether five AI engines would cite your article.

ScribePress verifies every article against the five major AI engines — ChatGPT, Claude, Gemini, Perplexity, and Grok — using our tested and proven prompts. Their combined assessment is the backbone of our citation success rate. Only content that passes all five advances to publishing.

WordPress is the current publish destination. The research, brief, writing, scoring, and review stages work independently of any CMS. Support for additional publishing targets is on the roadmap.

Yes. ScribePress accepts content pasted from Word documents or Google Docs. You can run imported content through the scoring and schema generation stages without using the writing pipeline.

ScribePress was built by Michael Rubinstein, founder of Tjabo Digital and creator of the GSO framework. Michael has been building websites since 1995, giving him over three decades of development and optimization experience, and has been building toward AI-aligned search optimization since 2017. The GSO framework has been publicly documented at gsoguide.online since September 2025.

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