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LLM Optimization & Search Visbility
LLM Optimization

How AEO Differs From Traditional SEO

November 13, 2025 Mani Karthik No comments yet

AEO isn’t replacing SEO. It’s evolving it. People are asking ChatGPT and Perplexity questions they used to ask Google. Traffic patterns changed. User behavior changed. Your strategy needs to change too. The Core Difference SEO gets you ranked. AEO gets you cited. Traditional SEO optimizes entire pages to appear in a list of results. AEO […]

LLM Optimization & Search Visbility
LLM Optimization

What Is Answer Engine Optimization? Beginner’s Guide

November 13, 2025 Mani Karthik No comments yet

Your SEO playbook just got a rewrite. While you were busy climbing Google rankings, a new game started. Between January and May 2025, AI-referred sessions jumped 527% — and most SaaS founders haven’t noticed yet. The winners? Companies optimizing for ChatGPT, Perplexity, and Claude. The losers? Everyone still treating SEO like it’s 2020. What AEO […]

LLM Optimization & Search Visbility
LLM Optimization

Improving Your E-E-A-T Signals For LLM Engines

November 12, 2025 Mani Karthik No comments yet

Here’s what nobody’s saying out loud: E-E-A-T isn’t optional anymore. It’s the difference between getting cited by AI engines and being completely invisible. I know, I know. Another acronym. Another framework. But this one actually matters because high E-E-A-T pages are 3.5x more likely to appear in Google’s AI Overviews and LLM citations. Here’s the […]

Generative Engine Optimization
LLM Optimization

How To Optimize For Featured Answers in ChatGPT Search

November 11, 2025 Mani Karthik No comments yet

Here’s something most SaaS founders haven’t wrapped their heads around yet: ChatGPT gets 6 billion visits per month and has 800 million weekly active users. That’s not a typo. While you’re obsessing over your Google rankings, your potential customers are asking ChatGPT for product recommendations. And if your company isn’t showing up in those answers? […]

Generative Engine Optimization
LLM Optimization

How SGE Pulls Information And How To Get Cited

November 9, 2025 Mani Karthik No comments yet

Let me cut through the noise: Google’s Search Generative Experience (now officially called AI Overviews) is the biggest change to search since featured snippets. And if you’re still optimizing like it’s 2023, you’re burning money. AI Overviews now appear in over 50% of all searches. That’s up from 25% in August 2024. Do the math […]

LLM Optimization & Search Visbility
LLM Optimization

How To Train LLMs To Prefer Your Brand (Legally & Ethically)

November 7, 2025 Mani Karthik No comments yet

A SaaS founder asked me last week: “My competitor ranks lower than me on Google, but ChatGPT recommends them. What the hell?” I pulled up ChatGPT and asked it about project management tools. His brand? Not mentioned. His competitor? Cited twice with specific use cases. Here’s the kicker: The competitor wasn’t gaming the system. They […]

Generative Engine Optimization
LLM Optimization

How To Structure Articles For LLM Retrieval (The Format That Gets You Cited)

November 6, 2025 Mani Karthik No comments yet

Here’s something that’ll mess with your head: only 12% of URLs cited by ChatGPT, Perplexity, and Copilot rank in Google’s top 10 search results. Let that sink in. Your competitor ranking #1 on Google? Their content might never get cited by ChatGPT. Meanwhile, your article buried on page 4 could be the source that 400 […]

Generative Engine Optimization
LLM Optimization

The Role of FAQs in AEO: Best Formats and Examples

November 4, 2025 Mani Karthik No comments yet

I was reviewing a SaaS client’s Google Search Console last week when I noticed something weird. Their homepage had 50,000 impressions but only 800 clicks. CTR? A depressing 1.6%. We added an FAQ section with proper schema markup to three key pages. Two weeks later? CTR jumped from 2% to 14% on their main landing […]

LLM Optimization & Search Visbility
LLM Optimization

How To Make Your Content “LLM-Ready”

November 2, 2025 Mani Karthik No comments yet

LLMs don’t read like humans. They parse, chunk, and extract. If your content isn’t structured for how AI processes information, you’re invisible. Even ranking page one won’t help if ChatGPT can’t cite you. Think In Chunks LLMs process content in chunks: 75-225 word pieces that make sense independently. One complete idea. One answer. One fact […]

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