Insights on AI Search
& Brand Visibility
Expert analysis, guides, and research on how AI search engines are reshaping brand discovery and what you can do about it.
What is Niriksha and Why It Matters for Your Brand
AI search engines are reshaping how consumers discover brands. Learn why monitoring your presence in ChatGPT, Perplexity, and Gemini is the next frontier of digital marketing.
How to Monitor Your Brand in ChatGPT: A Complete Guide
ChatGPT influences millions of purchase decisions daily. Here's how to track what it says about your brand and take action when it gets things wrong.
All Articles
AI Hallucinations: How False Claims Can Damage Your Brand
When AI invents wrong pricing, fake features, or fabricated reviews, the impact on your brand can be devastating. Learn how to detect and respond to AI hallucinations.
SEO vs AIO: Why Traditional SEO Isn't Enough Anymore
Search engine optimization got you to page one. But AI Optimization (AIO) is what gets you recommended by ChatGPT. Here's how the two differ and why you need both.
Competitor Analysis in AI Search: Who Gets Recommended Instead of You?
AI engines pick favorites. Learn how to analyze which competitors are winning in AI recommendations and what content strategies are driving their visibility.
How Perplexity Citations Work and How to Get Your Site Cited
Perplexity AI provides inline citations with every answer. Understanding how it selects sources is key to getting your brand cited. Here's what we've learned.
Understanding AI Sentiment: Is AI Positive or Negative About Your Brand?
AI doesn't just mention your brand — it forms opinions. Our analysis of 50,000+ AI responses reveals patterns in how sentiment shifts and what triggers negative recommendations.
Niriksha Score Explained: How We Calculate Your 0–100 Rating
Our composite visibility score weighs five factors. Here's exactly how each component is calculated and what you can do to improve your score across every AI engine.
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