Victorious Study Finds Only 18 of 177 Brands Have AI Mentions in Q1 2026
Focus on building entity signals and structured data to increase AI mentions and citations for your brand.
Focus on building entity signals and structured data to increase AI mentions and citations for your brand.
Summary
89.8% of the 177 brands studied had zero AI mentions in Q1 2026. Healthcare, SaaS, and financial services brands were consistently mentioned and cited. Ecommerce brands were mentioned but rarely cited, relying on marketplaces for sources. Legal services were cited but rarely mentioned, lacking firm‑level entity signals. Each AI platform (ChatGPT, Perplexity, Gemini, Copilot) prefers different source types. Personalization may amplify early AI visibility for brands already encountered by users. The study shows AI visibility patterns vary significantly by vertical. First‑mover advantage remains viable because the AI search space is still sparse.
Key changes
- 89.8% of the 177 brands studied had zero AI mentions in Q1 2026.
- Healthcare, SaaS, and financial services brands were consistently mentioned and cited.
- Ecommerce brands were mentioned but rarely cited, relying on marketplaces for sources.
- Legal services were cited but rarely mentioned, lacking firm‑level entity signals.
- Each AI platform (ChatGPT, Perplexity, Gemini, Copilot) prefers different source types.
- Personalization may amplify early AI visibility for brands already encountered by users.
- The study shows AI visibility patterns vary significantly by vertical.
- First‑mover advantage remains viable because the AI search space is still sparse.