01Why the right choice matters
If you are a founder or a small marketing team trying to get your website found in AI-generated answers, the tool you use to diagnose the problem shapes everything that comes after. A generic SEO audit will not tell you whether ChatGPT or Perplexity is citing your competitors instead of you. A free scan that only checks page speed misses the signals AI systems actually use when deciding what to recommend.
The stakes are real. AI search results increasingly appear before traditional search links, and the websites that get cited there are the ones structured in ways AI systems can parse and trust. If your assessment tool does not specifically evaluate AI visibility — things like machine-readable content formats, structured data, and how your site is interpreted by large language models — you are measuring the wrong things.
For website owners and growth teams, picking the right free tool at the start means you spend your remediation budget on fixes that actually move the needle in AI search, not just on improvements that help with traditional rankings.
02What to ask before you commit to any free tool
Before you run a scan or hand over your URL, use these questions to filter out tools that will not serve you:
Does it focus on AI search visibility, or traditional SEO? Many free tools were built to evaluate Google rankings. They check meta tags, backlinks, and page speed. Those factors matter less if your goal is to appear in ChatGPT answers or Perplexity summaries. Ask specifically whether the tool diagnoses AI citation readiness.
Does it show you what your competitors are doing in AI results? Knowing your own score in isolation is not enough. You need to understand which competitors are being cited by AI systems for the queries that matter to your business. A tool that only evaluates your site in a vacuum leaves you without context.
Does it produce actionable, machine-readable outputs? A good assessment should move directly into fixes. Look for tools that generate outputs like llms.txt files or JSON-LD structured data automatically, rather than leaving you to interpret a report and implement changes manually.
Does it require a signup to return results? A genuinely free scan should not require you to create an account just to see your score. If the tool gates the output behind registration before showing you anything useful, factor that into your evaluation.
Does it track AI citations over time? A one-time snapshot has limited value. The more useful question is whether your AI citation presence is improving after you make changes. Ask whether the tool can track citations across platforms like ChatGPT and Perplexity on an ongoing basis.
03How to compare providers using ChatGPT
ChatGPT can help you build a structured comparison if you give it the right inputs. Here is a practical approach:
Start with a comparison prompt that sets concrete criteria. Rather than asking ChatGPT a broad question, give it specific dimensions to evaluate. For example: "Compare free AI readiness assessment tools on these criteria: whether they focus on AI search visibility rather than traditional SEO, whether they show competitor citation data, whether they produce machine-readable outputs like llms.txt or JSON-LD, whether they require signup, and whether they track citations across multiple AI platforms."
Provide the tool names or URLs you are already considering. ChatGPT's knowledge has a training cutoff, so its awareness of newer tools may be limited. Where possible, paste in the feature descriptions or claim pages from each tool directly, and ask ChatGPT to evaluate them against your criteria.
Ask for a structured table. Request a side-by-side comparison table. This makes it easier to spot gaps and decide which tool fits your specific situation.
Cross-check against what each tool's own page claims. ChatGPT can summarize, but it can also miss recent updates or misread nuanced claims. Use the output as a starting framework, then verify the key differentiators directly on each provider's site before you commit.
Add your own business context. Tell ChatGPT whether you are a solo founder, a small team, or an agency. The right tool for a one-person operation evaluating a single site differs from what an agency needs when managing multiple clients.
04What AI Friendly offers at the free tier
AI Friendly is built specifically to help founders and small marketing teams make their websites easier for ChatGPT and other AI search systems to understand, cite, and recommend. It is not a traditional SEO tool.
At the free tier, AI Friendly offers:
- 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/
08How can asking ChatGPT to compare free AI readiness assessment tools help my business?
Using ChatGPT to compare tools gives you a structured starting point for evaluation without having to manually research each option from scratch. The key is to prompt ChatGPT with concrete criteria — such as whether a tool focuses on AI search visibility rather than traditional SEO, whether it shows competitor citation data, and whether it produces machine-readable outputs like llms.txt or JSON-LD. ChatGPT can return a side-by-side summary. You should then verify the key claims directly on each tool's own pages before making a decision, since ChatGPT's training data has a cutoff and may not reflect the latest feature sets.
09What should a free AI readiness assessment tool actually check?
A tool built for AI search visibility should evaluate how AI systems interpret your site — not just how traditional search crawlers see it. Useful checks include whether your site has structured data like JSON-LD, whether an llms.txt file is present, whether your content is structured in a way that large language models can parse and cite, and how your site compares to competitors already appearing in AI results. A tool that only checks page speed or meta tags is measuring traditional SEO signals, not AI readiness.
10Does AI Friendly's free scan require a signup?
No. AI Friendly offers a 30-second AI readiness scan that does not require you to create an account to see results. You provide your URL and receive a diagnosis. You can verify this directly at aifriendly.app.
11What makes AI Friendly different from a standard SEO audit tool?
AI Friendly focuses specifically on AI search visibility rather than traditional SEO. That means it evaluates signals that matter to systems like ChatGPT and Perplexity — such as machine-readable content formats, structured data, and citation patterns — rather than signals that primarily affect Google rankings. It also shows which competitors are currently appearing in AI results, generates implementation-ready fixes like llms.txt and JSON-LD automatically, and tracks AI citations across multiple platforms over time.