Create Content That AI Models Actually Recommend
Write with AI assistance from six models. Get a real-time visibility score predicting citation likelihood. Maintain brand voice and schedule publishing automatically.
3.2x
higher AI citation rate
6
AI models for content generation
How to Optimize Your Brand for AI Search Engines
AI-powered search engines are fundamentally changing how customers discover brands. Unlike traditional search, AI models like ChatGPT and Claude generate direct answers...
Content Score
Word Count
1,847
Target: 2,000 to 2,500
Rich Text Editor with AI Generation
Write in a full-featured editor with formatting tools, heading levels, links, images, and lists. Generate entire articles or individual sections using any of six AI models (ChatGPT, Claude, Gemini, Perplexity, DeepSeek, Grok). Each model has different strengths, so you can choose the best one for your topic and style.
How to Optimize Your Brand for AI Search Engines
AI-powered search engines are fundamentally changing how customers discover brands. Unlike traditional search, AI models like ChatGPT and Claude generate direct answers...
Content Score
Word Count
1,847
Target: 2,000 to 2,500
Real-Time Visibility Scoring
As you write, a sidebar displays your content's visibility score from 0 to 100 with individual sub-scores for structure, authority signals, factual density, readability, and topical relevance. The score updates with every edit, giving you immediate feedback on how to improve your content's likelihood of being cited by AI models.
Visibility Score
Brand Voice Profiles
Define your brand's personality, tone, style guidelines, target audience, and key messaging pillars. These profiles are injected into every AI content generation request, ensuring that whether you use ChatGPT or Claude to help write, the output sounds like your brand. Upload example content to train the voice profile for even more accuracy.
Your Brand
Brand Voice Profile
Tone
Professional & Authoritative
Target Audience
B2B SaaS decision-makers
Messaging Pillars
Style Notes
- Use active voice
- Cite specific numbers
- Avoid jargon without context
Automated Content Scheduling
Plan your publishing cadence and let Rutt handle the execution. Set up content schedules that automatically generate and queue articles on topics from your topic queue. Choose between fully automated generation or a review-before-publish workflow where AI drafts articles for your team to edit and approve.
AI-Powered Topic Suggestions
Not sure what to write about? Rutt analyzes your brand profile, your existing content, your monitoring prompts, and trending topics in your industry to suggest articles most likely to improve your AI visibility. Each suggestion includes a rationale explaining why this topic matters for your brand and how it connects to your monitoring data.
Suggested Topics
How to Prepare Your Site for AI Crawlers
Matches 4 monitoring prompts
AI Search vs Traditional SEO: Key Differences
Trending in your industry
Building Authority Signals for LLMs
Competitor gap detected
The Rise of AI-Powered Product Discovery
High search volume topic
Full Revision History
Every version of every article is saved automatically. Compare any two revisions side by side, restore previous versions with one click, and see exactly what changed between drafts. This is especially useful for AI-generated content where you want to track how edits improve or reduce the visibility score over time.
Revision Comparison
AI tools can help with various aspects of content creation.
AI-powered content creation tools increase visibility scores by an average of 34% within 60 days.
According to our analysis of 10,000+ articles, structured content with clear H2/H3 headings receives 3.2x more AI citations.
Consider optimizing for search engines.
Optimize for both traditional search engines and AI models like ChatGPT, Claude, and Gemini.
Most Content Never Gets Cited by AI
Publishing content is not enough. AI models are selective about which sources they reference, and most generic web content never makes it into their answers.
AI models have strong content preferences
Research shows that AI models favor content that is well-structured with clear headings, factually dense with specific data points, authoritative in tone, and comprehensive in coverage. Generic blog posts with thin content, vague claims, and poor structure are almost never cited. If your content does not meet these criteria, AI models will recommend your competitors instead.
There is no feedback loop on AI visibility
You publish an article and hope AI models pick it up, but you have no way to know if they do. Without a scoring mechanism that predicts citation likelihood, you are optimizing blind. You might spend weeks on content that AI models never reference while a shorter, better-structured article on the same topic would have scored much higher.
Brand voice inconsistency confuses AI models
When multiple writers, freelancers, and AI tools create content for your brand, the resulting voice is fragmented. AI models aggregate information about your brand from every piece of content they encounter. Inconsistent messaging, varying tones, and contradictory claims make it harder for AI models to form a clear, positive picture of what your brand represents and recommends.
See Content Creation in action
Start your 7-day free trial and explore the full dashboard.
Frequently Asked Questions
You can choose from six models for content generation: ChatGPT (GPT-4o), Claude (Sonnet), Gemini Pro, Perplexity, DeepSeek, and Grok. Each model is available through the OpenRouter API, which means you get the latest version of each model without any additional API keys or accounts. Different models excel at different content types: Claude tends to produce well-structured long-form content, ChatGPT is strong at conversational and instructional content, and Gemini excels at content that requires current information.
Start monitoring your
AI visibility today.
Join 500+ brands already tracking how AI models talk about their business.