Traditional SEO tools just aren’t built for the age of ChatGPT and Claude, but this platform has completely filled that gap. It serves as a comprehensive, all-in-one ecosystem that handles everything from citation tracking to technical fixes under a single roof.
The absolute best part of the experience is the autonomy it provides. Being able to implement optimization recommendations directly from the dashboard, without constantly waiting on a developer to make minor website updates, has completely transformed our execution speed. The interface is clean, intuitive, and delivers genuinely practical guidance, like identifying unique content gaps and surfacing highly targeted community discussions to build organic authority.
The best part I like about Prefer is that it’s a complete AEO stack, you don’t need any other tool…it has everything right from tracking, content, action center etc
We've been using Visibly to better understand and improve our brand's visibility across AI search platforms, and it's been a useful addition to our marketing stack.
One of the features I like most is being able to implement website optimisation recommendations directly from the dashboard without depending on a developer for every small change. It speeds up execution and makes it much easier to keep the site aligned with best practices for AI search and discoverability.
The UI is clean and straightforward, so it's easy to navigate between different reports. I also like that the platform shows how our brand is being cited across LLMs like ChatGPT, Claude, Gemini, and Perplexity, while also benchmarking us against competitors. That visibility is difficult to get from traditional SEO tools.
Integration was simple, and connecting our website and existing marketing workflows didn't take much effort. Having website recommendations, AI visibility metrics, competitor insights, and content opportunities in one place saves time and reduces the need to switch between multiple tools.
The AI recommendations have been genuinely useful. Beyond identifying issues, Visibly suggests content opportunities, authority-building ideas, and even relevant subreddit discussions that can help improve brand credibility and visibility. The recommendations are practical rather than generic.
Performance has been reliable, with reports loading quickly and data refreshing consistently. The onboarding experience was smooth, and the support team was responsive whenever we had questions or wanted guidance on specific features.
From a pricing and ROI perspective, it's been worthwhile because it helps us focus on actions that can improve AI visibility instead of relying on guesswork. As AI search becomes more important, having a dedicated platform like Visibly has given us much better insight into where our brand stands and what we should prioritise next.
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What is Prefer?
Your buyers now ask AI which product to choose. ChatGPT, Claude, Gemini, and Perplexity answer with a short list. Are you on it?
Before a buyer ever sees you, a model reads everything written about you, forms an opinion, and says it as fact. Often it is wrong, or shaped by old pages and competitor content. You never see it happen, and it quietly decides your pipeline.
Visibly is the AI search visibility platform that shows you how the models talk about your brand, then does the work to change it.
See it: your citations, your share of voice, and the sources the models trust.
Win it: we fix your pages, write the content models cite, and build the proof that earns the recommendation.
Software plus a real team. See it, then win it.
Run a free AI visibility audit at visibly.so