GEO Insights for Brand Marketers
The Cited 8: 8 Metrics That Actually Measure AI Visibility (And How to Track Them)
A single AI Visibility Score hides more than it reveals. The Cited 8 framework maps 8 measurable dimensions across 3 layers — giving your team a complete diagnostic, not just a dashboard number.
95.7% of AI Citations Come From Sources You Don't Control. Here's How to Find Them.
Your website drives less than 5% of AI citations. Source Intelligence maps exactly which third-party publications, review sites, and community threads power the other 95% — and shows you where you're missing.
The 3-Layer AI Visibility Stack: Why Fixing Your Website Doesn't Fix Your AI Visibility
18 brands with above-median GEO Scores still have below-median AI Visibility Scores. The gap isn't technical — it's structural. Here's the framework that explains why.
Google I/O 2026: What AI Mode at 1 Billion Users Means for Brand Visibility Across 5 Platforms
Google just made AI Mode the default front door to Search for 1 billion users. Three announcements change brand visibility — and none of them apply to ChatGPT, Perplexity, Claude, or Grok.
Platform Bias: Why the Same Brand Scores 100 on One AI and 15 on Another
AI platforms don't agree on which brands to recommend. Keka HR scores 100 on Claude and 15 on Perplexity. Across 202 brands, the top 15 disparity gaps range from 55 to 85 points. This isn't noise — it's systematic bias.
May 2026 Cited Index: 202 Indian Brands Ranked by AI Visibility
The second edition of the Cited Index tracks 202 brands across 8 categories — with month-over-month deltas, 3 new categories, and the first cross-product visibility analysis.
Cited vs Profound vs Peec: Which Multi-LLM Monitoring Platform Tracks Your Brand Across ChatGPT, Perplexity, and Gemini?
Profound raised $96M at a $1B valuation. Peec raised $21M. The GEO platform market just exploded — and most comparison content is written by the platforms themselves. Here's an honest breakdown from someone who built one, including per-platform LLM coverage, perception gap analysis, and what Indian B2B SaaS companies actually need.
What Narrative Is AI Building About My Brand? (And How to Find Out)
When ChatGPT ignores your brand in category recommendations, it's not a bug — it reflects an AI narrative that's either weak, absent, or working against you. Here's how to diagnose it and what to do next.
The Sleep & Mattresses Paradox — ₹1,274 Cr Revenue, 38/100 on AI-Readiness
We scanned 6 Indian sleep brands for AI-readiness. The Sleep Company scored 87/100 — Fully Optimised. Wakefit — ₹1,274 Cr revenue, NSE-listed — scored 38/100. A 49-point gap. The content is there. AI crawlers just can't find it.
OpenAI Just Launched Ads in ChatGPT. The Organic AI Visibility Window Is Closing.
GPT-5.5 and ChatGPT ads launched the same week. OpenAI is running the same playbook Google did — organic reach first, then ads for the same real estate. Indian brands have a shrinking window to build organic AI visibility before the ad auction arrives.
YouTube Is the Strongest Signal for AI Brand Visibility — Here's What 75,000 Brands Prove
Ahrefs studied 75,000 brands and found YouTube presence correlates more strongly with AI visibility than any other factor — stronger than backlinks, schema, or on-site SEO. Here's what this means for your GEO strategy.
If llms.txt Doesn't Drive Citations, Why Did Anthropic, Cloudflare, and Stripe Implement It?
Trakkr says zero correlation. Anthropic and Stripe implemented it anyway. Both sides are right — they're measuring different things.
How LinkedIn Became the #2 Source AI Chatbots Cite — And What It Means for Your Content Strategy
Semrush analysed 89,000 LinkedIn URLs cited across ChatGPT, Google AI Mode, and Perplexity. The finding that should change your LinkedIn strategy: you don't need virality. Most cited posts have just 15-25 reactions.
Cited Launches AI Visibility Platform With Founding Cohort Program
AI visibility platforms track how brands appear in ChatGPT, Gemini, Perplexity, Claude, and Grok. Cited launches with daily tracking across 5 platforms, 75 prompts, competitive intelligence, and content briefs — starting with a founding cohort of 8–10 brands.
We Scanned 10 Indian Luggage Brands for AI-Readiness. The Websites Tell a Different Story Than the Rankings
Samsonite ranks #2 in AI visibility but scores lowest on website AI-readiness. Safari has the best website but only #3 in citations. We scanned 10 Indian travel brands with the GEO Score scanner — and the gap between what AI recommends and which websites are actually ready for AI is wider than we expected.
Google AI Overviews Is 91% Accurate. The Other 9% Is Describing Your Brand Wrong Millions of Times Per Hour.
A new NYT/Oumi study tested 4,326 searches against Google AI Overviews. Accuracy improved to 91%. But at 5 trillion searches per year, 9% error means tens of millions of wrong brand descriptions every hour — and 56% of correct answers can't be verified through linked sources.
We Tracked 257 Indian Brands Across 4 AI Models. Here's Who's Visible and Who's Invisible
Zoho CRM scores 88.8% on AI visibility. Noise scores 28%. The #1 brand on ChatGPT isn't #1 on Gemini. We tracked 257 Indian brands across ChatGPT, Gemini, Claude, and Perplexity — and published the full rankings for free.
Reddit for Indian D2C: The GEO Play Nobody's Talking About
Reddit is the #1 most-cited domain by Google AI Overviews and Perplexity, and #2 by ChatGPT. Meanwhile, Indian D2C brands treat Reddit like it doesn't exist. That disconnect is a GEO opportunity hiding in plain sight.
AI Search Traffic Converts at 14.2% vs Google's 2.8% — What This Means for Indian D2C
AI search referral traffic converts at 5x the rate of Google organic. Meanwhile, Indian D2C brands are spending more on Meta and Google while ignoring the highest-converting discovery channel they've never measured.
Google AI Mode Just Hit 75M Daily Users. Here's What Changes for Indian Brand Discovery
Google AI Mode has 75 million+ daily active users, expanded to 200+ countries and 50+ languages, and added a buy button. AI Overviews now appear in 14% of shopping queries. The discovery-to-purchase funnel just got compressed into a single conversation.
Self-Promo Listicles Still Game AI Search. Should Your Brand Play Along?
11% of AI citations come from self-promotional listicles. ChatGPT catches most of them. Google AI Mode and Perplexity don't. Here's what Indian brands should actually do with that information.
Google's March 2026 Core Update Just Dropped. Here's What It Means for AI Visibility
Google's March 2026 core update rewards original, data-rich content — exactly what AI models prefer to cite. Only 38% of AI Overview citations come from top-10 organic results. The SEO-GEO gap just got wider.
llms.txt: The File That Tells AI Models What Your Brand Is About
llms.txt tells AI models what your brand is about — like robots.txt, but for LLMs. Here's how to create one, with Cited's real implementation as a case study and a ready-to-use template.
LinkedIn Is Now the #1 Source AI Chatbots Cite. Here's How Indian Brands Should Respond
LinkedIn surged from #20 to #1 as the most-cited domain for professional AI queries. Your LinkedIn content is now directly feeding AI recommendations — and most Indian brands are treating it like a personal branding playground.
Why We Don't Chase Prompt Volume (And What We Track Instead)
Prompt volume for AI search doesn't exist — it's estimated. Here's why intent coverage, competitive gaps, and mention consistency are better signals for your GEO strategy.
GPT-5.4 Just Shipped a 1M-Token Brain. Here's What Changed for Brand Recommendations
GPT-5.4's 1M-token context window and above-human autonomous browsing score don't just matter for developers. They change how ChatGPT evaluates your entire brand — not just your best product page.
How to Write Product Pages That ChatGPT Will Recommend
Most Indian D2C product pages are built to convert humans, not to get cited by AI. Here's the 5-element framework that makes your product pages extractable by ChatGPT, Gemini, and Perplexity.
What Is a GEO Score? We Built a Free AI-Readiness Scanner
SEO has Lighthouse and PageSpeed Insights. GEO had nothing — until now. We built a free scanner that gives any website a 0-100 AI-readiness score in 30 seconds. Here's what it measures and what we found.
Google AI Overviews Just Got Conversational. Here's What Changes for Brand Discovery
Gemini 3 is now the default model for AI Overviews, and users can jump straight into conversational AI Mode for follow-ups. The Google search funnel just changed — and Indian brands need to catch up.
GEO vs SEO: What Indian D2C Brands Need to Know in 2026
GEO isn't replacing SEO. It's the layer you're missing. If your brand ranks well on Google but doesn't get mentioned when someone asks ChatGPT for a recommendation — you have a visibility gap that traditional SEO will never close.
Claude Sonnet 4.6 Just Launched. What Changed for Brand Recommendations?
Anthropic quietly shipped its most capable model yet. A 1M token context window, stronger agentic search, and improved reasoning all change how Claude recommends brands — especially if your content is authoritative and long-form.
OpenAI Just Updated ChatGPT Twice in 3 Days. Here's What Changed for Brand Visibility
GPT-5.3 Instant landed on March 3. GPT-5.4 Thinking dropped on March 5. Both updates directly change how ChatGPT recommends brands — and most marketing teams haven't noticed. Here's what actually matters.
The Biggest Influencer Your Brand Is Ignoring (It's Not a Human)
LLMs are already the most powerful recommendation engines on the internet. They have 900M+ weekly users, operate 24/7, cost ₹0 to appear in organically — and most Indian brands have no idea this channel exists.
Which Indian D2C travel brand wins on AI search? We audited 5 brands across 5 LLMs.
We ran 25 non-branded shopping queries across ChatGPT, Gemini, Claude, Perplexity, and Google AI Overviews for 5 Indian luggage brands. The results reveal a category where one brand has a commanding lead — and every challenger has a different, fixable problem.
What is GEO — and why every brand marketer needs to pay attention right now
Search is changing faster than most marketing teams have noticed. When a consumer asks ChatGPT for a product recommendation, traditional SEO means nothing. A new discipline is emerging to fill that gap — and most brands are completely unprepared.