AI stopped answering questions. It started making decisions. Nobody was watching.

For years, optimizing for AI meant one thing: making sure chatbots mentioned your brand when someone asked a question. That was the whole game. Get into the training data, show up in the answer, move on.

Then something shifted.

AI stopped being a search engine and became a recommendation engine. When someone asks ChatGPT "best payment API" or Claude "set up analytics," the AI's answer determines which brands get considered. Some brands appear in every response. Others are completely absent.

Model updates can shift competitive positioning overnight. A brand that appeared in every AI recommendation last month might vanish from responses after a model update — and the brand has no idea it happened.

That's not just a visibility problem. That's a revenue problem. And most brands have zero insight into it.

The gap we saw

A wave of tools emerged to track AI chatbot mentions. They answer the question: "Does ChatGPT talk about us?" That matters, but it misses the bigger shift.

The bigger shift is AI as a recommendation engine. When someone asks ChatGPT "best payment API" or Claude "set up email automation," the AI's response determines which brands get considered. These AI-generated recommendations are shaping buying decisions every day.

Most brands have no idea how AI describes them, which competitors AI recommends instead, or how their visibility shifts between model updates.

We built PromptEden to make AI visibility measurable.

What we do

PromptEden monitors how AI discovers, discusses, and describes products across models and versions. We track mentions, citations, and competitive positioning. We surface when model updates shift your visibility overnight. We show you when AI recommends your competitors or leaves you out of the conversation entirely.

We monitor AI search visibility across ChatGPT, Claude, Gemini, Perplexity, and other platforms — giving brands a clear picture of how AI perceives them.

What we believe

• AI visibility is the new search ranking. Brands that aren't visible to AI are invisible to a growing share of buyers.
• Model updates shouldn't be market surprises. Brands deserve to know when their AI visibility shifts.
• Your biggest competitor in AI might not be another company — it might be the brand AI mentions first.
• The brands that monitor and understand their AI presence early will have a lasting advantage.

Built for founders, indie builders, and early-stage teams

PromptEden is built for founders, indie builders, and early-stage teams who understand that AI visibility matters. The platform is API-first: headless architecture with API key auth so you can integrate monitoring into your own workflows programmatically. Explore our features and pricing to see how the platform fits your workflow, or check out our free tools to get started.