Solutions / AI Visibility Engineering
Your brand may be invisible to ChatGPT, Google AI Overviews, and Perplexity right now — and you'd have no way of knowing. We engineer your content and architecture so AI platforms cite you as the authoritative source, not a competitor.
Estimate Your AI Visibility Gap
A rough, directional estimate — not a guarantee — based on typical citation-rate patterns by content structure maturity.
Why Being Findable Isn't the Same as Being Cited
60% of searches now trigger an AI Overview. If AI platforms don't cite your brand, you're invisible to a growing majority of searchers — regardless of where you rank in traditional blue links. The most common cause is content cannibalization: multiple pages competing for the same terms confuse AI systems about which page to cite, so they default to a competitor with clearer signals.
This entire solution exists because of the shift this callout usually describes on other pages — so here it's the whole point, not a footnote. Every capability below is built around one question: can an AI system confidently determine what you do, who it's for, and why you're the authoritative source — and can it extract that answer cleanly enough to quote?
Core Capabilities
Your brand is invisible to ChatGPT, Google AI Overviews, and Perplexity. We engineer your content and architecture so AI platforms cite you as the authoritative source.
Comprehensive audit of how AI platforms perceive your brand. We analyze citation patterns, entity recognition, and content gaps across ChatGPT, Google AI Overviews, and Perplexity.
Rewrite and generate content that AI platforms prefer to cite. We structure answers, add authoritative signals, and format for maximum AI pickup and citation frequency.
Generate hundreds of AI-optimized landing pages at scale. We build template-driven pages that target long-tail queries AI platforms surface, with unique value on every page.
Optimize for voice assistants and conversational AI. We structure content in Q&A format, add speakable markup, and target natural language queries voice platforms rely on.
Engineer your site architecture so LLMs can crawl, parse, and understand your content efficiently — clean DOM, accessible content, and structured data pathways for AI agents.
Deploy comprehensive structured data and entity relationships that tell AI platforms exactly who you are, what you do, and why you're the authoritative source to cite.
What We Deliver
Every layer that determines whether AI platforms find, understand, and cite you.
Comprehensive audit of how AI platforms perceive your brand across ChatGPT, Google AI Overviews, and Perplexity — citation patterns, entity recognition, and content gaps.
Rewrite and generate content that AI platforms prefer to cite — structured answers, authoritative signals, and formats built for maximum citation frequency.
Generate hundreds of AI-optimized landing pages at scale, targeting long-tail queries AI platforms surface, with genuine unique value on every page.
Structure content in Q&A format, add speakable markup, and target the natural language patterns voice platforms and conversational AI rely on.
Clean, semantic HTML, comprehensive JSON-LD schema, clear content hierarchy, and accessible pathways AI agents can follow efficiently.
Comprehensive structured data and entity relationships that tell AI platforms exactly who you are, what you do, and why you're the authoritative source.
Process
A systematic approach to engineering AI visibility, from audit to dominance.
We test your visibility across ChatGPT, Google AI Overviews, Perplexity, and Bing Copilot, mapping citation gaps, entity recognition failures, and content architecture issues.
We restructure existing content for AI citation — consolidating cannibalizing pages, adding structured data, optimizing entity signals, and rewriting key pages.
We create new AI-optimized content at scale — programmatic SEO pages, Q&A hubs, and authoritative resource pages engineered to be cited.
We monitor, measure, and expand your AI citation footprint, tracking visibility score, citation frequency, and competitor positioning across all platforms.
Tools We Use
Verified Results
Every number below is from a documented client engagement. Full breakdowns are on our case studies page.
Digital-first real estate platform. RealEstate schema deployed at scale, neighbourhood guides, and location-specific landing pages — built for structured, citable extraction.
Smart home appliances brand. International hreflang, product comparison content, and multi-region crawl strategy — the structural clarity AI citation depends on.
B2B IT services — corporate brochure to lead generation machine. Crawl budget optimization, content strategy, and technical architecture overhaul.
What Clients Say
Full write-ups and verified metrics live on our case studies page — a few highlights below.
"We had five pages all competing for the same term. Consolidating them into one authoritative page tripled our citation rate."
"Watching our brand start appearing in ChatGPT answers within a month of the schema work was genuinely surprising."
"They were honest that guaranteed citations aren't possible. The systematic approach delivered anyway."
Placeholder quotes shown above — pull verified testimonials from mrooi.com/case-studies once accessible, and swap in before publishing.
Common Questions
Ready?
Get a 24-hour AI Visibility Audit that reveals exactly how AI platforms perceive your brand — and a clear engineering plan to make them cite you. Fixed price. Measurable results.