Answer Insight

Search is changing—faster than most businesses realise. For years, companies have invested heavily in SEO to rank on Google. But today, more decisions are being shaped inside AI tools like ChatGPT, Perplexity, and Gemini. Instead of browsing links, users are getting direct answers—and recommendations. The problem is, this shift is happening in a black box. Brands have no visibility into how they’re being represented, when they’re being recommended, or why competitors are showing up instead. I built Answer Insight to solve that. It’s designed to give businesses the same clarity for AI that SEO tools brought to search—showing how your brand appears in AI answers, how you compare to competitors, and where you need to improve. We’re entering the next phase of discovery. Those who understand it early will have a significant advantage. Answer Insight exists to make sure you’re one of them.

Great product! Super useful when it comes to AI!

Seems interesting for SEO, especially for spotting AI mentions and competitor activity.

Great product! Super useful when it comes to AI!

AI search visibility is becoming a real blind spot for most brands — they're optimizing for Google but have no idea if they even show up when someone asks ChatGPT for a recommendation. The competitor benchmarking angle is what makes this actually useful rather than just a vanity metric tracker.

Interesting product - tracking brand visibility in AI-generated answers is a genuinely useful insight for any company doing content marketing. The value of knowing if your brand shows up in ChatGPT or Gemini responses is clear, especially for B2B companies focused on demand generation.

This solves a real blind spot. Most founders I know obsess over Google rankings but have zero visibility into how AI assistants talk about their brand. The fact that you can benchmark against competitors across multiple models is the real differentiator here — knowing you're invisible in ChatGPT but recommended in Perplexity would completely change your content strategy. Curious: how often do the AI models update their "knowledge" of brands, and does Answer Insight track that drift over time?

Great product! Super useful when it comes to AI!

This addresses a genuinely underserved problem. Most brands are still optimizing purely for traditional search while AI-generated answers are increasingly shaping purchase decisions. The "AI share of voice" metric is particularly compelling — it's the equivalent of brand tracking but for the LLM era. Curious whether you've seen patterns in what makes certain brands get recommended more consistently across models (e.g., structured data, citation-friendly content, or domain authority). This kind of visibility data could become essential for any serious marketing analytics stack.