From SEO to GEO: AI assistants become an acquisition channel
In 2026, optimizing for search engines is no longer enough: you must optimize for generative engines. ChatGPT, Gemini, Perplexity, and Copilot are changing the game for online visibility. GEO (Generative Engine Optimization) becomes a measurable acquisition channel. Three concrete cases.
Avaza — 49 AI-ready content pieces that convert 3.5x better
Avaza, a SaaS platform, produced 49 articles designed for both traditional search AND AI assistants. Result in 5 months: 5,497 SEO clicks, 423 AI assistant sessions, with a 6.4% conversion rate — i.e., 3.5 to 4 times higher than the average blog post.
Why it’s inspiring: A “SEO + GEO by design” content becomes a real acquisition channel. AI assistants don’t cannibalize traffic; they add qualified conversions. The same initial effort, multiplied returns.
Yext — How AI cites brands
More than 52% of brand citations by Gemini come from owned sites (corporate, FAQs, help centers). For subjective queries, it’s directories and comparison sites that surface. Conclusion: strong owned content AND presence in third-party listings.
Why it’s inspiring: The GEO rests on a duo “owned + listings.” AI assistants cross-reference sources. Optimizing only your site isn’t enough; you must strengthen your presence in directories and third-party platforms.
Geneo — Driving your AI visibility in real time
Retail brands use Geneo to track their mentions in ChatGPT, Gemini, and Perplexity. Example: product launch, immediate detection of presence gaps, creation of targeted content to rapidly improve citations and sentiment.
Why it’s inspiring: The GEO becomes a controllable media lever. We move from “being at the mercy of what AI says” to “monitor, adjust, test.” Brands treat AI visibility as a channel with objectives, KPIs, and continuous optimization.
What this will change
GEO isn’t a trend; it’s a channel. Avaza proves that it converts better. Yext shows that it requires a multi-source approach. Geneo demonstrates that it can be piloted like a traditional media. AI assistants become major entry points. 2026 rewards those who treat them as such.
Three concrete steps: Audit your best SEO content in ChatGPT, Gemini, Perplexity: do they appear? Strengthen your presence in relevant directories and listings. Set up a monthly GEO monitoring: track your mentions, sentiment, and your competitors.
#GEO #SEO #AIGenerative #AIVisibility #ChatGPT #Gemini #Perplexity #ContentOptimization #PubPixels #AI2026
Sources :
Avaza (SaaS)
https://www.therankmasters.com/insights/benchmarks/avaza-psa-saas-seo-case-study-ai-ready-posts
Yext
https://www.yext.com/blog/2025/10/ai-visibility-in-2025-how-gemini-chatgpt-perplexity-cite-brands
Geneo
https://geneo.app/blog/2025-ai-search-strategy-case-studies-cross-industry-best-practices/