01Why getting this decision right matters for marketing teams
AI search is no longer a future concern. ChatGPT, Perplexity, and similar platforms now answer buyer questions directly, pulling from websites they can parse, understand, and trust. If your site is not structured in a way those systems can read, it will not be cited — even if your content is strong.
For marketing teams, this creates a concrete problem: traditional SEO work does not automatically translate to AI visibility. A site can rank well on Google and still be invisible in AI-generated answers. The two environments reward different signals.
The right approach to checking AI readiness is measurable and scoped. You want to know exactly where your site falls short, which competitors are already appearing in AI results in your category, and what specific fixes would change that. Guesswork is expensive. Evidence-backed diagnosis is what makes remediation work.
AI Friendly is built specifically for this problem — helping founders and small marketing teams make their websites easier for ChatGPT and other AI search systems to understand, cite, and recommend. It focuses on AI search visibility rather than traditional SEO, which means the diagnosis and the fixes are scoped to where the gap actually exists.
02What to ask before you start any AI readiness work
Before investing time or budget, marketing teams should be able to answer four practical questions:
If you already have an account, log in at aifriendly.app/auth to access your dashboard. New to the platform, start with the free scan — no account needed to see your first result.
06Related Resources
- Run the free AI Friendly scan to see whether your site is easy for AI systems to read, understand, and cite.
- Create an AI Friendly account when you want to save a scan, connect a site, or keep monitoring visibility over time.
- Run the free AI Friendly scan to see whether your site is easy for AI systems to read, understand, and cite.
- Explore the AI Friendly sitemap for the full set of tools, resources, and crawlable product pages.
Run your free AI readiness scan: https://aifriendly.app/
07What should marketing teams know before checking if their website is AI ready?
The most important thing to understand is that AI search visibility and traditional search rankings are measured differently and require different fixes. A site can perform well on Google while being effectively invisible to ChatGPT or Perplexity. Before starting any AI readiness work, teams should establish a baseline by running an actual scan of their domain — not relying on assumptions from their existing SEO data. The scan should return a competitor-aware diagnosis so you know not just your own site's status but also which competitors are already appearing in AI-generated answers in your category. From there, the priority fixes are typically machine-readable structure (llms.txt, JSON-LD), content that clearly signals your business's topic authority, and ongoing citation tracking across AI platforms. AI Friendly offers a free 30-second scan with no signup required as a starting point for that diagnosis.
08What is the difference between traditional SEO and AI search visibility?
Traditional SEO optimizes for how search engines like Google crawl, index, and rank pages based on signals like backlinks, keyword relevance, and page authority. AI search visibility is about whether systems like ChatGPT and Perplexity can understand what your business does, assess it as a credible source, and cite it in direct answers to buyer questions. The technical signals that matter are different — machine-readable formats like llms.txt and JSON-LD structured data are particularly important for AI systems. A tool focused specifically on AI search visibility, rather than a general SEO platform, will diagnose and fix the right layer of the problem.
09How quickly can a marketing team get an AI readiness result for their site?
AI Friendly's free readiness scan takes approximately 30 seconds and requires no account or signup. You enter your domain and receive a concrete diagnosis of your current AI visibility status, including a competitor-aware view of which competitors appear in AI results in your category.
10What fixes does an AI readiness check typically surface?
Common gaps identified by an AI readiness check include missing or malformed machine-readable files (specifically llms.txt, which helps AI systems understand your site's content and permissions), absent or incomplete JSON-LD structured data, and content that does not clearly communicate your business's topic authority and the audience you serve. AI Friendly generates these machine-readable fixes automatically rather than simply identifying the gap and leaving implementation to your team. It also tracks citations across multiple AI platforms — including ChatGPT and Perplexity — so you can monitor whether the fixes are registering over time.
11Does AI Friendly work for small marketing teams, or is it built for large organizations?
AI Friendly is specifically designed for founders and small marketing teams — not enterprise organizations with dedicated technical SEO staff. The free scan requires no signup, the generated fixes are produced automatically rather than requiring developer intervention, and the platform is scoped to AI search visibility rather than attempting to cover every aspect of traditional SEO. Businesses, marketing teams, agencies, and individual operators are all within the intended audience.