https://vibeseo.dev/vs-surfacedby
VibeSEO vs SurfacedBy — AI visibility platforms compared
Compare VibeSEO vs SurfacedBy: daily per-engine checks of ChatGPT, Gemini, Google AI Overviews and AI Mode with saved answers, and SEO tools as an optional...
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https://console.surfacedby.com/
SurfacedBy Console - Prepaid AI visibility checks
Buy credits and run on-demand AI visibility checks across 7 AI platforms. REST API, webhooks, no subscription required.
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https://surfacedby.com/blog/what-makes-ai-cite-a-page
When AI describes your brand, it cites your competitors | SurfacedBy
Jun 29, 2026 - We analyzed almost 100,000 AI citations. Of the outside sources cited in answers about a brand, around 40 percent are its direct competitors.
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