How SEO and Generative Engine Optimization together create the strongest and fastest-growing sales channel. A practical case study with real numbers.

May 2026. A user types into ChatGPT: "Which GPS tracker for hunting dogs can you recommend?" The model's response comes instantly. It contains a recommendation. We know the name: MiniFinder.

The same happens in Google AI Overview. In Perplexity. In Copilot. With various other different prompts.

This is no coincidence. It is the result of a strategy that does not treat SEO and AI visibility as two different disciplines, but rather as one interconnected system for pipeline development.

This case study shows what this looks like in practice. What changes occurred. Which numbers are behind it. And what this means for B2B, SaaS, and tech companies that are seriously thinking about organic growth.

What is Generative Engine Optimization, and why does it decide visibility in 2026?

Those who talk about search engine optimization today usually still think of Google, rankings, and organic traffic. That is the correct foundation. But it is no longer enough.

The reality of 2026 looks different. Users no longer ask questions solely in classic search engines or traditional search result lists. They ask in ChatGPT, Google AI Overview, Google AI Mode, Perplexity, Copilot, Gemini, and Grok – meaning in ChatGPT, Gemini & Co., via AI search engines, AI answer engines, and Large Language Models, where a specialized GEO agency for AI search results can make all the difference in visibility. And these systems no longer work like a classic search engine: instead of just providing links, they summarize the most important information directly. In this answer, either your company is listed or your competitor's is.

Generative Engine Optimization (GEO), also known as GEO Generative Engine Optimization, is the systematic approach to becoming visible in precisely these AI-generated answers – complementing classic Search Engine Optimization and established search engine optimization, as described in the 10 reasons why SEO is no longer enough and GEO becomes crucial. It is about structuring and optimizing content so that AI models and AI assistants cite it as a reliable source. Clear answers to specific questions. Data. Trust signals. Freshness. Content depth.

GEO and SEO do not work against each other. They reinforce each other. Those who rank 1st on Google have a better chance of being cited in AI answers as well. Those who are recommended by AI models build brand trust before the user even clicks on a website. Today, the purchase decision no longer begins with a click on an ad. It begins with a question.

And whoever does not appear in this question simply does not exist for that user.

GPS Trackers, proprietary software, e-commerce: Why MiniFinder serves as a benchmark

MiniFinder is a Scandinavian IoT company with a clear product strategy: GPS trackers for pets (dogs, cats), hunting dogs, seniors, vehicles, and fleets. Own app platform. Own hardware. Own subscription model. Direct sales via e-commerce – making it an ideal example for the GEO and AI visibility case study of MiniFinder.

Entering the German market was no easy task. The competition is strong: Tractive is the market leader in the pet sector, with a head start of years and a high media budget. Garmin is a global brand with massive brand awareness. PAJ is locally established. Fressnapf has massive reach through retail and digital presence.

The decision-making process in this category is information-heavy. Anyone buying a GPS tracker for hunting dogs conducts research beforehand. Anyone looking for a tracker for seniors with dementia first asks which device is truly recommendable. Anyone needing a digital logbook checks tax requirements.

These exact information needs are the entry point for a combined SEO and GEO strategy.

The question was: How do you build organic visibility in a fragmented market with strong competitors that translates into sales results?

The answer, proven by the numbers: through patience, system, and the consistency of doing both.

Why SEO + AI Visibility together deliver more than any paid channel alone

The underlying logic is simple, yet most companies ignore it: Paid buys visibility. Organic earns it.

A Google Ads click is gone as soon as the budget is exhausted. An article that ranks 1st on Google and is simultaneously cited by three AI models as an answer source works page-by-page around the clock without any further budget. This is not an argument against Paid. It is an argument for the long-term profitability of the organic channel.

The combined strategy works in three steps:

Step 1: Content with commercial intent. Not "What is a GPS tracker?", but "Which GPS tracker is best suited for hunting dogs?" or "GPS bracelet for seniors with emergency alarm" – exactly these kinds of questions were at the center of the MiniFinder GEO case study on entering the German market. The difference is the psychological distance to the purchase decision. The closer the content is to the actual purchasing intent, the more directly it contributes to the pipeline.

Step 2: AI optimization of content. For AI engines to cite a source, content within a clear AI content and GEO strategy needs specific characteristics: clear, concise definitions for AI systems and hard, verifiable facts. Clear, structured answers to concrete questions make it easier for AI engines to categorize; clear hierarchies and tables make it easier for AI models to summarize. Trust signals in the form of backlinks, reviews, and structured data remain essential, as the implementation of structured data for AI-driven search environments makes content readable faster. Regular updates are also part of this, because there is no one-size-fits-all solution, but rather platform-specific strategies and concrete measures. In essence, GEO means: "Am I the most reliable answer for the AI model to this specific question?" Technical SEO tools additionally support readability for AI engines.

Step 3: Cluster building instead of single-keyword optimization. Instead of optimizing isolated keywords, thematic clusters are built. Each cluster strengthens the next. AI models prefer topical authority. So does Google. GEO and SEO can work synergetically in this regard – both together are the fastest path to stable, high-intent visibility.

Keyword visibility in the German market: What the step from 30 to 82 keywords achieved

At the start of the German market entry, 30 keywords were tracked. Mainly information-oriented long-tail queries. Those that bring traffic, but are rarely directly purchase-intended.

The expansion to 82 commercial keywords across 7 thematic clusters was the decisive step toward a realistic visibility picture that actually reflects the pipeline.

The 7 commercial keyword clusters:

1. Hunting / Hunting Dog (Focus: REX, Atto Pro)

2. GPS Dog (Dog tracking, dog tracker, collar)

3. GPS Cat (Cat tracker, outdoor cats)

4. Seniors GPS (GPS bracelet, dementia tracker, emergency call)

5. Logbook & Fleet (Digital logbook, GPS vehicle tracking)

6. GPS Tracker generic (Mini GPS tracker, live GPS tracker)

7. People, Safety & Theft Protection

Result as of June 1, 2026:

Biggest jumps in May 2026:

Core Keywords by Cluster (as of June 1, 2026):

The pattern is unmistakable: Keywords with the highest commercial intent rank first because they are backed by real, structured content.

AI Visibility in practice: How visible a GPS company is across various AI models

This is the part that most marketing executives do not measure yet. And that is exactly why it is the greatest competitive advantage for those who start now – because for GEO, not only visibility but also Share of Voice and AI traffic count as crucial metrics.

Overall picture of AI visibility, as of late May 2026:

Visibility in AI systems can also be measured with specialized tools like Profound; regular tests with industry-standard prompts form the basis for this.

Visibility by AI Engine:

In practice, this means: In almost two out of three queries in Google AI Overview, MiniFinder appears in the answer. On Copilot, in every third query. And in ChatGPT as well as Gemini, visibility is constantly growing across AI Overviews, classic AI engines, and other AI engines with transparent sources.

Particularly relevant for the Paid channel: The hunting cluster dominates AI answers.

In response to the question "How does hunting with a GPS tracker work?", Google AI Mode lists MiniFinder as an answer source in 98.8 % of all queries. For "Which GPS tracker is best suited for hunting dogs?", MiniFinder appears in 87.0 % of all AI answers.

This is not a generic brand presence. This is market leadership in a highly commercial niche intent that directly correlates with the product REX and the Paid strategy. Anyone bidding on hunting dog keywords in Google Ads and simultaneously appearing in 87 % of all AI answers on this topic builds a funnel that mutually reinforces itself.

Category development of AI Visibility:

Competitive Comparison: Why Tractive is losing ground and what this means for the market

Visibility is always relative. The decisive question is not only where you stand, but in which direction the market is moving.

AI Visibility in competitive comparison, May 2026:

Tractive lost 16.2 percentage points of AI visibility during the observation period. Weenect lost 7.8. Almost all established competitors are losing AI visibility, while MiniFinder, in the prompts we defined to compare competition, is winning.

This is the concrete outcome of a strategy that leaned early into AI-optimized content, genuine industry experts, and strong E-A-T signals, instead of relying solely on classic SEO tactics.

The gap to Tractive still exists. But it is shrinking. And in specific categories, especially in the hunting sector, MiniFinder is already the dominant voice in AI search. This also demonstrates how strongly brand authority and digital influence act beyond traditional SEO.

Citations as a referenced source increased from 1,061 to 1,380. This means: AI models not only pull MiniFinder as a source in more queries, but also name MiniFinder more frequently. This is reinforced by E-E-A-T and content written demonstrably by subject-matter experts.

AI models do not build this picture from a single website, but from across the web and from diverse sources.

Organic as the strongest sales channel: What the May 2026 analysis proves

This dynamic aligns perfectly with the growth architecture built by specialized digital marketing agencies for B2B SaaS in the DACH region when they think of SEO, GEO, and Paid as a single system.

This is where a visibility strategy turns into a sales result.

The analysis of the entire month of May 2026 clearly shows: The organic channel is not just the fastest-growing traffic channel; it is the fastest-growing sales channel.

Traffic development, May 2026 compared to previous month:

For direct comparison: The paid search channel grew by 3.2% in the same period. Organic social fell by 26%. No other measured channel grew anywhere near as fast as organic search. In parallel, studies show declining classic search traffic and shifting click patterns due to zero-click answers, making the evaluation of such channel shifts even more important for website owners.

This is not theory. This is measured reality from a month-long analysis.

Other indicators of organic search performance:

The conclusion is clear: Those who build organic visibility systematically do not see the results immediately. But when they come, they come consistently, scalably, and without additional budget.

This is proof that endurance and strategic setup pay off. Not just in click numbers, but in sales results, AI traffic, and reliable analytical values.

What this proof means for your B2B, SaaS, or tech company

MiniFinder is not an abstract textbook example. It is a real company with its own tech stack, its own software platform, e-commerce processes, and international competitive pressure. If a combined SEO and GEO strategy works in this environment, it will work in yours too – a GEO Visibility Audit shows you where you stand today.

The five most important learnings from this case study:

1. AI visibility is not a future strategy. It is present-day homework.

If more than two out of three queries in Google AI Overview in your category are answered without you, you lose purchase decisions before anyone even lands on your website, because people increasingly fetch information directly from AI assistants and AI answer engines today. Good GEO not only increases your visibility, but also the digital footprint and authority of your company.

2. Scaling only paid channels does not build a sustainable pipeline foundation.

Paid is indispensable for speed. Organic is indispensable for scalability. Leaving out either means building on an unstable foundation – which is exactly where a specialized B2B Google Ads Revenue Marketing Agency comes in to integrate paid with an organic foundation.

3. Keyword clusters beat single-keyword optimization.

Topical depth wins with both Google and AI models. Dominating the topic of "hunting dog GPS" completely makes you the default reference for this topic in AI search. However, this requires platform-specific strategies instead of a universal solution.

4. Organic takes time. That's why you have to start today.

Postponing the decision to next quarter means starting in twelve months without a foundation. The head start that MiniFinder is building today against Tractive in AI visibility will translate into further sales results over the coming months.

5. Measure SEO and GEO together for what really counts.

Traffic is not a business metric. Qualified organic traffic that ends in purchase intent and conversions is. If you do not align your visibility strategy with pipeline impact, you are optimizing for the wrong goal.

Conclusion: If you are not visible in AI search today, you lose the initial contact

The MiniFinder case study is not an exception. It is a foretaste of what is happening in all sectors where informational needs and purchase decisions are closely linked.

SEO and GEO together are not just a marketing discipline. They are a pipeline system.

On one side: rankings, content clusters, technical SEO health, backlinks, structured data. On the other side: AI-optimized content, citation building in AI models, sentiment management, precise answers to commercial questions.

The result is not just more traffic. It is visibility at the exact point where purchase decisions are actually being made today.

And that is precisely what feeds the pipeline.

For SaaS, Tech, and B2B companies in the DACH region: The question is no longer whether you do SEO and GEO. The question is how much of a head start your competitor is building while you are still waiting.

This case study is based on real data from the collaboration between iGrow and MiniFinder (Germany, reporting period May 2026). All mentioned metrics originate from SE Ranking, Rankscale AI Monitoring, and Google Analytics 4.

iGrow is a revenue marketing agency for SaaS, Tech, IT, and B2B companies in the DACH region. We combine SEO, GEO (AI Search Optimization), and Google Ads into an integrated pipeline system – acting as your B2B Growth Partner for systematic revenue marketing.

Want to know how visible your company is today in ChatGPT, Gemini, Perplexity, and Google AI? First, learn more about iGrow as your B2B Growth Partner and write to us via the iGrow contact page or at igrow.at.