Surfaced vs. Visby AI
A side-by-side comparison based on G2 review data.
| Metric | Surfaced | Visby AI |
|---|---|---|
| Overall rating | 4.8 | 4.8 |
| Review count | 12 | 109 |
| Ease of use | 8.9 | 9.5 |
| Ease of setup | 8.8 | 9.6 |
| Quality of support | 9.9 | 9.8 |
| Meets requirements | 9.7 | 9.4 |
| NPS | 91.666667 | 91.588785 |
| Small Business | 100.0% | 94.5% |
| Mid-Market | 0.0% | 5.5% |
| Enterprise | 0.0% | 0.0% |
| Total page views | 25 | 2,531 |
| Total LLM citations | 6 | 4,609 |
Surfaced
Surfaced is an AI search visibility platform for generative engine optimization (GEO), also called answer engine optimization (AEO). It tracks how a brand shows up in AI-generated answers across 12 engines (ChatGPT, Google Gemini, Google AI Overviews, Google AI Mode, Google Search, Google News, Claude, Perplexity, DeepSeek, Grok, Mistral AI and Microsoft Copilot), shows which content gaps explain the result, and generates the content that closes them. Every paid plan comes with a dedicated AI visibility expert, so the software comes with a person attached.
Visby AI
Visby is an AI visibility intelligence platform that reveals where your brand appears -or doesn't appear- across AI-powered search engines like ChatGPT, Claude, and Gemini. Your competitors might rank #1 on Google, but they're invisible when potential customers ask AI for recommendations. Visby closes this visibility gap by tracking every brand mention across AI platforms, analyzing which queries trigger appearances, and automatically generating strategic optimization tasks that improve positioning in AI-generated responses.