Pipeline-Driven LLM SEO Agency | Get Recommended by AI Search Engines

If your target customers are using AI tools to research solutions, you need LLM SEO—and honestly, that's almost everyone now. 

Over 200 million people use ChatGPT regularly, and professionals especially lean on AI for research before making purchase decisions. 

‍Ask yourself: when someone asks ChatGPT or Perplexity for recommendations in your category, does your brand come up? If you don't know the answer, that's a problem. 

You need an LLM SEO agency if you're in competitive markets where early visibility creates advantages, you're in B2B or SaaS where buyers do deep research, your competitors aren't optimizing for AI yet (first-mover advantage), or you're seeing traffic patterns shift away from traditional Google search. 

Look for proven results first—anyone can claim they do LLM SEO, but ask for case studies with actual traffic numbers from AI platforms. 

We show clients exactly how many visits came from Perplexity, ChatGPT citations, and AI Overviews.

Second, they should demonstrate technical expertise around structured data, schema markup, and entity optimization—the foundational elements that make AI platforms trust your content. 

Third, ask about their testing methodology. Good agencies systematically test hundreds of prompts to understand current visibility and track improvements. We test 100+ queries for every client. 

Fourth, transparency matters. You should get regular dashboards showing where you're cited, how often, and compared to who. Avoid agencies making guarantees about specific placements—that's a red flag. 

Finally, look for integrated thinking. 

The best LLM SEO agencies don't treat this as separate from traditional SEO; they build unified strategies because the fundamentals overlap. At Embarque, we've been doing this since before most agencies recognized AI search existed, and our case studies back up every claim we make.

Most agencies bolted LLM SEO onto existing services without really understanding how AI platforms evaluate content. 

We built our methodology from the ground up by analyzing 10,000+ AI search patterns and reverse-engineering what makes generative engines cite specific sources. 

Three key differences: 

- First, we do comprehensive prompt testing—actually querying ChatGPT, Perplexity, Claude, and AI Overviews with 100+ variations to baseline your current visibility and identify gaps. Many agencies skip this step and just optimize blindly. 
- Second, we track real results with dedicated dashboards showing citations, mentions, and traffic from AI platforms weekly. You see exactly what's working, not vague "visibility improvements." 
- Third, we specialize in B2B and SaaS with five years optimizing technical products and complex buyer journeys. We understand how enterprise buyers use AI for research and what content makes them convert. Our MentorCruise case study shows 1,600% YoY growth and thousands of monthly AI search visits. 

We can absolutely work alongside your existing SEO agency. In fact, some of our best client outcomes happen when we collaborate with their traditional SEO team—we handle the LLM-specific optimization while they continue managing core SEO. 

That said, if your current agency claims they're "already doing LLM SEO" but can't show you citation tracking dashboards or AI platform traffic, they're probably not actually optimizing for it. Real LLM SEO requires specific expertise: understanding how AI models parse content, knowing which schema types matter most, systematic prompt testing, and tracking methodology that traditional SEO tools don't measure. 

If you're happy with your current agency for traditional SEO but want specialists for AI search, we're designed for exactly that scenario. We integrate smoothly without stepping on toes.

B2B and SaaS companies see exceptional results because their buyers do extensive research before purchasing—exactly the behavior where AI search shines. 

When someone asks ChatGPT "what's the best project management software for remote teams" or "how do I choose a cybersecurity vendor," those are high-intent queries worth thousands in customer lifetime value. 

We also see strong results in professional services (consulting, agencies, legal, financial), complex technical products where buyers need education, healthcare and wellness where people ask AI for recommendations, and e-commerce for considered purchases (not impulse buys). 

The common thread: longer sales cycles where buyers research thoroughly. AI search users ask detailed, 23-word queries versus Google's 4-word average—they're serious researchers, not casual browsers. If your business relies on being discovered during the research phase, LLM SEO is critical. 

Our clients span fintech, HR tech, marketing tools, and professional services. The MentorCruise case study shows this perfectly—career mentorship requires research and trust-building, exactly where AI citations create qualified leads.

Most clients see initial traction within 90 days and measurable ROI within 6-12 months. But here's what makes LLM SEO valuable: the ROI compounds over time. 

Unlike paid ads, where you stop getting results when you stop paying, AI citations build on themselves. The authority you establish in month three makes month six easier. By month twelve, you've got defensible positioning that competitors struggle to break.

We recommend minimum 6-month engagements because LLM SEO delivers compounding results that need time to manifest. The first month is discovery and foundation-building. Month two is implementation. 

Months three through six is where you see meaningful traction and ROI. Cutting off at three months means stopping right when results accelerate—like planting a garden and harvesting before anything grows. That said, we structure engagements flexibly. Some clients start with a 3-month pilot to test the approach, then extend when they see early wins. 

Others commit to six months upfront because they understand the timeline. We're transparent about what's realistic: if someone promises instant AI citations, they're overselling. But if you're willing to invest strategically over two quarters, we can show you documented progress every month—citation tracking, traffic growth, competitive positioning improvements. 

Our clients typically continue well beyond six months because the channel keeps delivering. Once you're established in AI search results, ongoing optimization costs less than acquisition while returns keep growing.