We’re now officially live
This started from our own frustration. Our startup wasn’t being mentioned in ChatGPT responses, even for queries where we were clearly relevant. Meanwhile, legacy or SEO-heavy brands kept showing up. We realized: AI is becoming the new search engine — and no one knows how they rank in it.
So we built MentionedBy to answer questions like:
How often does your brand appear in AI-generated answers?
Is the mention accurate or hallucinated?
Are you being misrepresented, dropped, or out-ranked by competitors?
What’s your sentiment score across different LLMs?
How do your rankings change over time?
Under the hood:
We run scheduled and real-time prompts via OpenRouter and native APIs
Cluster and semantically match results using OpenAI + Cohere
Log all responses in a time-series DB for trend tracking
Run hallucination detection by comparing AI claims with verified sources
We’re calling this space Answer Engine Optimization (AEO) — like SEO, but for LLMs.
The platform is live: https://mentionedby.ai
Would love your feedback — especially on how we can make LLM visibility more transparent and actionable. AMA about the stack, prompt orchestration, hallucination detection, or what we’ve learned comparing LLMs.
— Nikin Founder @ Synapse AI Labs Built in Sri Lanka, Global by default.