What we're researching and thinking about.
Proprietary research and essays on AEO, AI visibility, and how brands actually show up inside ChatGPT, Gemini, Perplexity, and Claude.
Proprietary data, free to download.
How India Uses AI
Understand how India interacts with AI — before your competitors do. This study dives deep into platform preferences, citation trust and AI’s impact on traditional digital channels
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AI Adoption in India
A survey of 1,000+ urban Indian consumers mapping AI adoption, usage, spending, trust — and what it means for brands.
Read & downloadNotes from the field.
LLM SEO: what it is and how to do it (ChatGPT, Gemini & more)
LLM SEO — also called generative AI SEO or SEO for ChatGPT — is optimizing your brand to appear in AI answers. Here's what it means and how to actually do it.
GEO vs SEO: what is the difference, and do you need both?
SEO wins a place in the list of links. GEO wins a place in the AI-generated answer. Here is how generative engine optimization and SEO differ — and how to split your effort.
AEO vs SEO: what is the difference, and why you need both
SEO earns a ranked link. AEO earns a citation in the answer an AI engine gives. Here is how answer engine optimization differs from SEO — and how they work together.
What is generative engine optimization (GEO)?
Generative engine optimization is how brands get cited inside the answers ChatGPT, Perplexity, Gemini and Claude generate. Here is what GEO means and how it works.
What is answer engine optimization (AEO)?
Answer engine optimization is how brands become the direct answer in AI engines and Google's answer boxes. Here is what AEO means and how it actually works.
How to rank on ChatGPT (get your brand into the answer)
You can't rank on ChatGPT like Google — it generates one answer and names brands inside it. Here are six practical steps to get your brand into that answer.
How to get cited by Perplexity (6 practical steps)
Perplexity cites its sources live from the web — which makes it the most winnable AI engine. Here are six practical steps to get your brand cited by Perplexity.
How to appear in Google AI Overviews
Google AI Overviews now sit above the blue links and cite a few sources. Here's how AI Overviews choose those sources — and what to do to get your brand named.
Best AI visibility tools (and what to look for)
AI visibility tools tell you what ChatGPT, Gemini and Perplexity say about your brand. Here's what the best ones do, what to look for, and the tools we build.
AI is the new brand discovery engine and 83% of Indian consumers are already using It
83.2% of Indian consumers are open to AI-recommended brands. New data shows declining reliance on Google Search, Amazon, and review sites as AI reshapes the discovery funnel.
Voice, video and vernacular: how Indian consumers actually interact with AI
New data from 1,000+ urban Indian respondents reveals how consumers use voice, multimodal AI, and regional languages. 60% use voice at least sometimes, but Hindi AI satisfaction lags English.
The trust economy: why citations are the new currency in AI-powered search
79.2% of Indian users trust AI answers more when well-known sources are cited. Northstar Digital’s research reveals how citations are reshaping search behavior and AI credibility.
ChatGPT vs Gemini: inside the two-horse race defining India’s AI landscape
ChatGPT leads India’s AI market at 80.3% adoption and 46.4% primary use. But Google Gemini is closing fast at 78.8%. Northstar Digital’s research reveals platform dynamics reshaping India’s digital landscape.
India’s AI adoption has hit a tipping point. Here’s what 1,000 users told us
90.9% of urban Indians now use AI tools, with 72.3% using them regularly. Northstar Digital’s consumer research of 1,000+ respondents reveals the scale, speed, and shape of India’s AI adoption wave.
Voice, vernacular and AI: how India’s next 500 million users will interact with technology
60% of Indian AI users already interact via voice, and 59% have tried regional languages. Northstar Digital research maps the voice-first, multilingual future of AI adoption in India.
India’s AI trust deficit: why privacy and accuracy concerns are a brand opportunity
62% of Indian AI users cite privacy as their top concern, and only 17% fully trust AI outputs. Northstar Digital’s research reveals how brands can convert India’s AI trust gap into competitive advantage
ChatGPT vs Gemini: inside India’s fragmented AI platform landscape
With 80% using ChatGPT and 79% using Gemini, India’s AI market is a two-horse race with a long tail. Northstar Digital research reveals why brands must optimize across multiple AI engines.
63% of Indian Consumers Have Purchased Based on AI Recommendations: The New Commerce Funnel
Northstar Digital research shows 63% of urban Indians have made purchases based on AI recommendations. How AI is collapsing the traditional marketing funnel and what it means for brand strategy.
AI is India's new search engine: what 74% adoption means for brands
74.1% of urban Indian consumers now use AI tools instead of Google for answers. Northstar Digital's April 2026 research shows AI has become India's default search layer — and what brands must do to stay visible.