GEO vs SEO: A 10-Point Evaluation Checklist for Your Marketing Strategy

Most marketing teams in 2026 have an SEO programme and no GEO programme. Some have started asking about GEO but have not changed anything yet. A smaller number are running both intentionally, measuring each separately, and adjusting based on what they find.

This checklist helps you evaluate where you are and what to fix. Work through each criterion for your current marketing strategy and note where the gaps are.

1. You Know Your Baseline AI Visibility Score

SEO equivalent: You know your current rankings for your most important keywords.

GEO criterion: You know whether your brand appears in AI assistant answers when buyers ask about your category. You have tested at least four AI systems (ChatGPT, Perplexity, Claude, Gemini) with your five most important category queries.

What to check: Ask each AI assistant: "What are the best [your category] tools?", "[your brand] vs [main competitor]", and "What should I look for in [your category] software?" Note whether your brand appears, in what context, and whether the description is accurate.

Red flag: You have no idea what AI assistants say about your brand because you have never checked. This is a common situation in 2026 and a significant blind spot.

Action: Treat this as a measurement gap before it is a strategy gap. You cannot improve what you do not measure. Set up regular AI visibility monitoring - either manually or with a tool like Bingly.

2. Your Content Strategy Addresses Both Search Queries and AI Questions

SEO equivalent: You target keywords with documented search volume and intent.

GEO criterion: Your content also addresses the questions buyers ask AI assistants - which are often phrased as conversational questions rather than search queries. "What is the best project management tool for remote startups?" is a Perplexity question, not a typical Google query. Both need to be covered.

What to check: Review your content calendar. Is it driven entirely by keyword volume data? Or does it also include questions that buyers ask in AI assistant conversations - often longer, more specific, and more conversational in phrasing?

Red flag: A content strategy built entirely on Ahrefs keyword data without any reference to how buyers phrase questions to AI assistants.

Action: Add a monthly review of AI assistant queries to your content planning. Ask AI assistants what they would tell a buyer who asks about your category. The questions they synthesise answers to are the questions your content needs to address.

3. Your Brand Entity Is Clearly Defined on Your Website

SEO equivalent: Your site clearly indicates what your brand does for search engine understanding.

GEO criterion: Every key page makes it unambiguously clear what your brand is, what category it belongs to, and what specific thing it does. AI models that are uncertain about your brand's identity will not cite it confidently.

What to check: Read your homepage as if you know nothing about the company. Within the first 200 words, is it completely clear: (a) what the product is, (b) what specific problem it solves, (c) who the target customer is, and (d) what category it belongs to?

Red flag: Vague positioning language - "we help teams work smarter" - with no specific category, use case, or customer type named. This is common in B2B SaaS and it penalises AI visibility.

Action: Rewrite the first section of your homepage and product description pages to be specific and unambiguous. Name the category, name the target customer, name the specific pain point. The more specific you are, the more confidently AI models can cite you for relevant queries.

4. You Have Implemented Schema Markup

SEO equivalent: You use schema markup to help search engines understand your content structure.

GEO criterion: You have implemented schema for your Organisation, Product, and FAQ content. AI models that use real-time retrieval (Perplexity, ChatGPT with browsing) can use structured data to understand your content more reliably.

What to check: Use a schema validation tool to check your homepage and key product pages. Do you have Organisation schema with your name, description, and URL? Do product pages have Product or SoftwareApplication schema?

Red flag: No schema markup at all. This is a missed opportunity for both SEO and GEO.

Action: Implement Organisation and Product/SoftwareApplication schema as a minimum. Add FAQ schema to your most-visited informational pages. The Schema Markup for AI Search guide covers the GEO-specific requirements.

5. You Have an llms.txt File

SEO equivalent: You have a sitemap and robots.txt to guide search engine crawlers.

GEO criterion: You have an llms.txt file at the root of your domain that tells AI crawlers what your site is about and which pages are most important for representing your brand.

What to check: Check whether llms.txt exists at yourdomain.com/llms.txt. If not, you are missing a signal that is increasingly being used by AI systems to understand site content.

Red flag: No llms.txt file and no plan to create one. This is a simple implementation that takes less than an hour and signals that your site is AI-search-aware.

Action: Create an llms.txt file following the standard format. See How to Write an llms.txt File for the exact implementation steps.

6. Your Most Important Content Is Retrieval-Accessible

SEO equivalent: Your key pages are indexed and crawlable by search engines.

GEO criterion: Your content is accessible to AI retrieval systems in a format they can process. This means: content is rendered in HTML (not JavaScript-only), pages load quickly, and key information is not hidden behind paywalls or login walls that AI crawlers cannot access.

What to check: Use a no-JavaScript browser render to see what AI crawlers see on your key pages. Is the most important content visible? Or is it rendered by JavaScript after page load in a way that crawlers may miss?

Red flag: A product page where all pricing, feature descriptions, and use case information is loaded dynamically via JavaScript after the initial page render. A crawler that cannot execute JavaScript sees nothing useful.

Action: Ensure that the most important entity-defining content on your key pages is server-rendered HTML, not dynamically loaded JavaScript content.

7. You Are Tracking AI Visibility Changes Over Time

SEO equivalent: You track ranking changes week-over-week and attribute them to content or technical changes.

GEO criterion: You track AI visibility scores over time so that you can see whether GEO improvements are working and which competitors are gaining or losing AI presence.

What to check: Do you have any historical data on your AI visibility? Can you say whether your brand's presence in AI answers has improved, declined, or stayed the same over the past three months?

Red flag: No historical AI visibility data. You cannot manage what you cannot measure, and you cannot measure what you do not track.

Action: Set up systematic AI visibility tracking. Bingly's AI Visibility: How It Works documentation covers how this works in practice.

8. Your Community Presence Supports Your GEO

SEO equivalent: Your backlink profile supports your SEO ranking.

GEO criterion: What your brand's community mentions look like - on Reddit, Hacker News, and specialist forums - influences how AI models represent you. Positive, specific community mentions function like endorsements in the training data that shapes AI model knowledge.

What to check: Search Reddit and HN for your brand name. What do you find? Are there substantive, positive discussions about your product? Or are most mentions complaints, or absent entirely?

Red flag: Your brand barely appears in community discussions, or the mentions that exist are predominantly negative. This shapes AI model representation in ways that are hard to reverse quickly.

Action: Build a community presence strategy that encourages genuine community engagement and ensures your brand appears in relevant discussions. See the Community Research Guide for how community intelligence and GEO connect.

9. Your GEO and SEO Efforts Are Measured Separately

SEO equivalent: You have dashboards that track organic traffic, rankings, and conversions.

GEO criterion: You have a separate way of tracking AI visibility that is not conflated with SEO metrics. AI visibility does not show up in Google Search Console or Ahrefs - it requires different measurement.

What to check: Can you currently produce a report on your AI visibility independently of your SEO report? Or are you treating them as the same thing?

Red flag: Using SEO metrics as a proxy for GEO performance. High SEO performance does not guarantee AI visibility, and vice versa. They are related but distinct.

Action: Create a separate AI visibility dashboard - even if it starts as a simple spreadsheet tracking monthly AI assistant spot-checks. A dedicated tool like Bingly automates this.

10. You Have a Clear Owner for GEO Strategy

SEO equivalent: Someone owns SEO and is accountable for its performance.

GEO criterion: Someone on your team is explicitly accountable for understanding and improving AI visibility. Without clear ownership, GEO improvements get delayed indefinitely.

What to check: Who would you ask if you wanted to know your current AI visibility score? Is there a clear answer, or would people look at each other?

Red flag: GEO is "everyone's responsibility", which in practice means it is no one's priority.

Action: Assign GEO ownership. In most marketing teams, this sits with the SEO lead or content strategist. Give them the tools and mandate to measure and improve AI visibility alongside traditional search.

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