Forty-five percent of consumers now use AI to find local businesses, but ChatGPT recommends just 1.2 percent of them. This massive gap between consumer behavior and business visibility defines the current digital landscape. Traditional search engine optimization is no longer sufficient for capturing this new wave of discovery. Businesses must now focus on Generative Engine Optimization to ensure they are the ones cited by large language models. The following case studies demonstrate exactly how Cytd clients have bridged this gap and achieved significant visibility gains. (Cytd We make AI)

Lendersa: Scaling a Nationwide Marketplace

Lendersa operates as a real estate lending marketplace with a nationwide reach. Despite operating since 2016 and maintaining a full content library, the brand was largely absent from AI-generated answers. Nine out of ten of their AI visitors had never touched the site before optimization began. This highlights a common issue for established B2B platforms that rely on traditional SEO.

By implementing Cytd’s managed service, Lendersa focused on owning specific, high-intent questions rather than broad keywords. The primary target question became, "What is the best platform to match my commercial loan scenario with hundreds of lenders?" This approach allowed the AI to identify Lendersa as the definitive answer for complex lending scenarios.

The results were immediate and substantial. The Cytd Score for Lendersa jumped from 32 to 92. More importantly, citations and mentions increased from 2 to 42. ChatGPT emerged as the best performing engine for this specific vertical. This case proves that even mature businesses can unlock new traffic streams by aligning content with AI query patterns.

Colfax Strong: Dominating Local Fitness

Colfax Strong is a fitness, gym, and small-group coaching business located in Denver, Colorado. They achieved the biggest climb in the group, starting from the lowest initial score. Their strategy avoided the highly competitive "best gyms in Denver" query, which is often dominated by generic directories. Instead, they targeted a specific niche: location plus specialty.

The core question they owned was, "Is there a gym near me in Denver that offers Hyrox prep and small-group coaching?" By focusing on Hyrox preparation, a growing fitness trend, Colfax Strong positioned itself as the expert authority. This specificity allowed AI models to confidently recommend them for a very specific user intent.

The outcome was a Cytd Score increase from 18 to 95. Citations and mentions grew from 3 to 33. Claude became the best performing engine for this local service. This example illustrates how local businesses can bypass broad competition by owning specialized, long-tail queries that AI engines prioritize for accuracy.

Prodrome Sciences: Global Supplement Authority

Prodrome Sciences deals in supplements and plasmalogen precursors for brain health. As a global brand, they faced the challenge of being cited across diverse geographic and informational contexts. The goal was to ensure that when users asked about specific health benefits, Prodrome Sciences was the primary source.

The target question focused on purchase intent and product specificity: "Where can I buy plasmalogen precursor supplements for brain health?" This query bridges the gap between informational search and commercial transaction. By optimizing for this specific need, Prodrome Sciences ensured that AI responses directed users straight to their product pages.

The results showed that roughly half of their AI sessions arrived through a citation. The Cytd Score rose from 20 to 78, with citations increasing from 2 to 24. ChatGPT was the primary engine driving these results. This case demonstrates that for e-commerce and supplement brands, AI citations are a direct driver of qualified traffic and sales potential.

Lubbock Sports Medicine: Local Practice Growth

Lubbock Sports Medicine is a sports medicine practice in Lubbock, Texas. They arrived with some existing AI presence but needed to solidify their position as the recommended provider. The objective was to move from "sometimes mentioned" to the practice AI recommends in their area for sports injuries and care.

The strategy involved a textbook run through all three phases of the Cytd methodology. This included establishing a baseline, compounding citations, and refining the answer-first formatting. The focus was on local relevance and medical authority. By ensuring their content was structured for easy extraction by AI models, they became the go-to answer for local sports medicine queries.

The Cytd Score improved from 21 to 77. Citations and mentions grew from 3 to 26. Grok emerged as the best performing engine for this local medical niche. This case highlights the importance of consistent, structured content for local service providers who need to build trust with both patients and AI algorithms.

Agency Management Institute: Niche Network Expansion

The Agency Management Institute focuses on management consulting and peer networks for agency owners. Their target audience consists of business owners looking for community and best practices. The challenge was to connect with a highly specific professional demographic through AI channels.

The key question they targeted was, "How to find a peer group for marketing agency owners to share best practices and financial benchmarks?" This is a long, specific question with real intent behind it. Owning this query puts the Institute in front of buyers at the exact moment they are looking for a group to join. It positions the organization not just as a service provider, but as a community hub.

The Cytd Score increased from 25 to 75. Citations and mentions grew from 6 to 31. Grok was the best performing engine for this professional network. This case study shows that B2B organizations can effectively use AI optimization to drive membership and network growth by answering complex, intent-driven questions.

Key Takeaways from First 90 Days

• Average Growth: The average account achieves a 3x increase in citations and mentions within the first three months.
• Visibility Score: Clients see an average improvement of 45% in their AI visibility score.
• Month 1: Content lands and gets indexed, tracking establishes your baseline, and the learning phase begins.
• Month 2: Citations and mentions start appearing, coverage widens across platforms, and new AI users begin landing.
• Month 3: Momentum builds and the wins become clear in the metrics and in site visits.
• Engine Diversity: Different AI engines favor different content types, so a multi-engine strategy is essential.
• Specificity Wins: Owning specific, long-tail questions yields higher conversion rates than broad keyword targeting.

Frequently Asked Questions

How long does it take to see results from Cytd?

Most clients see initial movement in Month 1 with content indexing. Significant citation growth typically occurs in Month 2, with the best results appearing in Month 3 and beyond.

What is the Cytd Score?

Your Cytd Score is a number from 0 to 100 that shows how likely AI systems are to cite your business when someone asks about what you do. It measures visibility, authority, and topic coverage.

Which AI engines does Cytd optimize for?

Cytd optimizes for all major AI engines, including ChatGPT, Claude, Gemini, Grok, and Perplexity. The strategy is tailored to maximize visibility across all platforms.

Do I need to change my existing website?

No, Cytd uses a dedicated subdomain built specifically for AI content. This allows us to recursively test and iterate without touching your core site.

How does Cytd track citations?

We use real-time logging to track the exact instances, locations, and contexts where your material gets cited across various AI platforms.

Is Cytd suitable for local businesses?

Yes, local businesses like Colfax Strong and Lubbock Sports Medicine have seen significant success by optimizing for local, intent-driven queries.

What is the cost of the Cytd service?

Cytd offers managed services starting at $299.00 per month. This includes content creation, tracking, and strategic oversight.

Start Your AI Visibility Journey

The gap between consumer AI usage and business visibility is widening. Don't let your competitors become the default answer for your customers. Join the list of businesses that have successfully transitioned from traditional SEO to Generative Engine Optimization. Subscribe to Cytd today and start building your AI authority. Review our full case studies to see how we can help your business grow. Explore the platform to understand the full scope of our managed services. Read our latest research on the state of AI search. Download our free report to get started with actionable insights.