Case Study: How UPCORN AGENCY Reached #1 in Three AI Search Engines for the Query "GEO Optimization"

Optimization for ChatGPT, Gemini, Claude

GEO
LLMO

Client tasks

To secure the presence of the UPCORN AGENCY brand in AI search engine answers for our key query — “GEO optimization.” In other words, to apply our own GEO/AEO methodology to ourselves and prove its effectiveness with a real-world example.

Results

TOP

across all LLMs

Recurring leads

from ChatGPT, Gemini, Claude

Key Actions

Niche: B2B Services Timeline: 3 months of work Agency: UPCORN AGENCY


The Result in Brief

For the query “GEO optimization”, the UPCORN AGENCY brand appears simultaneously in the answers of three leading AI search engines:

  • ChatGPT
  • Gemini
  • Claude

This is a verified fact: a client reached out to us specifically because they saw UPCORN AGENCY in all three systems while searching for a GEO/AEO optimization partner.

Why This Matters

AI search engines are gradually changing user behavior: instead of a list of links, people now receive a single generated answer with a shortlist of companies or sources. Getting into that answer is harder than ranking in Google’s top 10:

  • there is no classic position-based ranking — the model either mentions your brand or it doesn’t;
  • each LLM (ChatGPT, Gemini, Claude) has its own logic for selecting sources and evaluating content trustworthiness;
  • appearing in all three systems at once for a competitive query is an extremely rare result — even among niche players in the AI SEO/GEO space.

The Challenge

To secure the presence of the UPCORN AGENCY brand in AI search engine answers for our key query – “GEO optimization” — by applying our own GEO/AEO methodology to ourselves and proving that it works with a real-world example.

What We Did

  1. Content strategy for AI search — we built a dedicated hub page on AEO/GEO optimization with a clear question-and-answer structure (FAQs, definitions, comparisons of approaches) that language models can easily extract and cite.
  2. E-E-A-T signals — we strengthened brand trust through expert content, conference talks, a proprietary SEO course, and mentions in industry media.
  3. Structured data and semantic markup
  4. Citations and brand mentions in external sources — PR, guest publications, agency directories, and reviews.
  5. AI search monitoring — we regularly tracked exactly how ChatGPT, Gemini, and Claude responded to the query “GEO optimization” and adjusted our content accordingly.

The Outcome

  • The UPCORN AGENCY brand is featured in the answers of ChatGPT, Gemini, and Claude for the query “GEO optimization.”
  • We receive direct inbound leads: a client reached out and explicitly told us they chose us after seeing us in all three AI search engines at once.
  • This became living proof of work — tangible evidence of how effective our AI SEO/GEO approach is for prospective clients.

Client Testimonial

(testimonial screenshot)

Conclusion

This case study isn’t just about visibility in AI search – it’s about evidence. We don’t merely consult on GEO/AEO; we walk this path ourselves and demonstrate a measurable result: an inbound lead that came directly from being visible in ChatGPT, Gemini, and Claude.


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