Frequently asked questions
Plain answers to the questions businesses ask us most about how AI decides who to recommend, and what to do about it.
Generative Engine Optimization (GEO) is the practice of structuring a brand's content and reputation so AI systems like ChatGPT, Claude, Gemini, and Perplexity understand it, trust it, and recommend it inside their answers. Where traditional SEO optimizes for a ranking and a click, GEO optimizes to be the source the AI cites and the business it names. Narrative & Co. is a GEO and communications firm that handles this work end to end.
Because people increasingly ask an AI for a recommendation instead of scrolling through search results, and AI answers name only a few brands. The majority of consumers have already made AI their go-to for product and service recommendations. If AI doesn't understand your business, it quietly recommends a competitor and you never see it happen. GEO is how you make sure your business is the one named, in the moment a customer is deciding.
SEO optimizes a website to rank higher in search results and earn a click. GEO optimizes a brand to be cited and recommended inside AI-generated answers, where there's often no click at all. SEO rewards backlinks and rankings; GEO rewards clear entity definition, structured and quotable content, and credible mentions across the web. They share fundamentals like clarity and authority, but the goals differ. Strong SEO helps your AI visibility but doesn't guarantee it, which is why GEO is its own discipline.
GEO determines whether your brand shows up when someone asks an AI for a recommendation in your category, and whether it's described accurately when it does. Good GEO means AI includes you in its shortlist and represents you correctly. Weak GEO means AI either leaves you out or gets you wrong. Because AI answers are becoming the first step in many buying decisions, your GEO increasingly decides how many potential customers ever discover you at all.
Usually because ChatGPT learned about your competitors from clearer and more trusted sources than it learned about you. Recommendations come from training data and the pages AI retrieves, not from which product is genuinely best. The three most common reasons: your competitors appear in "best of" lists, review sites, and reputable articles while you don't; your positioning isn't stated clearly and consistently across the web, so AI can't confidently place you in a category; or your content is simply hard for AI to read and extract. All three are fixable, and fixing them is exactly what Narrative & Co. does.
Become the clearest, best-referenced answer in your category. In practice that means stating plainly who you are, what you do, and who you serve, consistently everywhere AI looks; structuring your content so it's easy to extract and quote; and earning credible third-party mentions like roundups, reviews, and press. Then track your recommendation rate across ChatGPT, Claude, Perplexity, and Google's AI so you can see it climb. Narrative & Co. runs this entire process for you: audit, shape, amplify, and measure.
They overlap almost completely. GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), and LLMO (LLM Optimization) all describe optimizing your content so AI systems cite and recommend you. The acronym matters less than the outcome: being the answer AI gives. Narrative & Co. covers all of it under one approach, so you don't have to worry about which label applies.
No, it complements it. Many of the same signals, clarity, authority, and credible mentions, serve both. The difference is that GEO also optimizes for being cited inside AI answers where no click happens. The strongest position in 2026 is to do both. Narrative & Co. focuses on the GEO and narrative side, which is where most businesses currently have the biggest gap.
AI tools that search the web live, like Perplexity and AI-powered search, can reflect improved content within days to a few weeks of recrawling. Shifting what an AI "just knows" without searching takes longer, because it builds as your business gets mentioned consistently across the web over time. Narrative & Co. measures your recommendation rate before and after, so you see the change as it happens rather than taking it on faith.
No. There's no advertising model for standard ChatGPT, Claude, or Perplexity recommendations, you can't buy your way in. Appearing is earned through clear content, entity authority, and credible third-party mentions. That's actually good news: it means a smaller or newer business can earn a recommendation by being clearer and better referenced than a bigger competitor. Earning that position is what we do.
Narrative & Co. is a narrative and communications firm specializing in Generative Engine Optimization. We help businesses get found, understood, and recommended by AI through four steps: Audit (see what AI says about you today), Shape (craft the clear, credible story AI will repeat), Amplify (earn the press and mentions that build trust), and Measure (prove your AI visibility actually moved). If you'd like to see where you stand, email the team at support@narrative-co.com.
We'll show you what AI says about your business today, free, and you decide what to do with it.
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