Hi! I’m Mrinalini. I work on growth at Scribble, where my days mostly revolve around content, planning campaigns, speaking to creators, and occasionally yapping in front of a camera. I studied engineering at Manipal Institute of Technology and briefly worked as a Test Engineer at Siemens before realizing marketing was my calling. Outside of work, you’ll find me eating/thinking about food.
Choosing the right AI visibility platform depends on whether you want to monitor AI search or actively improve it. This guide compares the top Profound alternatives in 2026, including Scribble Network, Otterly AI, Peec AI, Scrunch AI, Semrush, and Ahrefs, covering pricing, features, engine coverage, and which platform is best for different GEO strategies.
Learn how to measure your GEO strategy using AI search attribution, AI share of voice, citation tracking, and GA4. Discover the metrics that actually matter for AI visibility.
Does llms.txt improve AI visibility? We analyzed the latest data, Google's guidance, AI crawler behavior, and explain whether your website should add one or not.
Why does Notion consistently appear in AI answers despite never investing in a formal GEO strategy? This teardown analyzes how its product ecosystem, community, documentation, and third-party mentions help it earn citations across ChatGPT, Gemini, Perplexity, and Claude—and what other brands can learn from it.
Which sources do AI models cite when answering questions about cross-chain aggregators like RocketX, LI.FI, Houdini Swap, and Bungee? This study analyzes 1,504 citations across ChatGPT, Perplexity, and Grok, revealing the source categories, domains, and content types each model relies on when recommending and comparing DeFi infrastructure.
Most content is written to be read. AI-quotable content is written to be extracted. This guide explains the four structural rules that increase the likelihood of a paragraph being cited by ChatGPT, Perplexity, and Google AI Mode: answer-first structure, attributed data, standalone context, and query-phrase matching.
Discover why ChatGPT favors authority signals like Wikipedia and major media while Perplexity prioritizes Reddit, reviews, and fresh content—and how to optimize for both.
Learn how Perplexity selects sources, ranks information, and generates citations. Explore the key factors that influence visibility in Perplexity AI and practical GEO strategies to help your brand appear in AI-generated answers.
SEO helps you rank in search engines. GEO helps you get cited in AI-generated answers. Learn the key differences between SEO and Generative Engine Optimization, why AI visibility matters in 2026, and how marketers can optimize for both rankings and recommendations.
