01Most businesses don't know they're invisible to AI search
Search behavior has shifted. When someone asks ChatGPT, Perplexity, Claude, or Gemini to recommend a product, service, or vendor, those systems don't return a list of ten blue links. They generate a direct answer — and either your business is in that answer or it isn't.
Most website owners and growth teams have spent years optimizing for traditional search. AI search works differently. It reads structured signals, machine-readable files, and citation patterns that standard SEO tools don't track.
If you haven't assessed your AI visibility specifically, you don't have a clear picture of where you stand. That gap is what a free AI visibility assessment is designed to close.
AI Friendly provides scanning, tracking, and optimization tools built for AI search channels — not adapted from traditional SEO, but purpose-built for how ChatGPT, Perplexity, Claude, and Gemini actually discover and cite businesses.
02What a free AI visibility assessment actually tells you
A useful assessment answers concrete questions, not just abstract scores. Here is what buyers should look for — and what the AI Friendly free scan covers.
- Are AI systems reading your site correctly? AI search engines parse pages differently from Google's crawler. The scan checks whether your site exposes the signals these systems rely on — structured data, machine-readable context files like llms.txt, and JSON-LD markup.
- Which competitors are appearing in AI results where you aren't? The AI Friendly assessment is competitor-aware. It shows which competing businesses are surfacing in AI-generated answers for your category, giving you a concrete gap to work from rather than a generic score.
- Are you being cited across multiple AI platforms? Visibility on one platform doesn't mean visibility across all of them. The scan covers ChatGPT, Perplexity, Claude, Gemini, and other AI search channels so you see the full picture.
- What fixes are immediately actionable? Rather than leaving you with a report and no path forward, the assessment generates machine-readable fixes — including llms.txt and JSON-LD — automatically. You get publish-ready guidance, not just a diagnosis.
The scan takes 30 seconds and requires no account or signup to run.
03How to evaluate any free AI visibility tool before you commit
Not every tool that calls itself an AI visibility checker is measuring the same thing. Before you rely on a scan, ask these questions.
Does it focus on AI search or traditional SEO? Many tools are traditional SEO auditors with an AI label added. AI Friendly is built specifically for AI search visibility — the signals, citation patterns, and file formats that matter to ChatGPT, Perplexity, Claude, and Gemini.
Does it show competitor context? A score without competitive context is hard to act on. A good assessment tells you who is appearing in AI results in your space, not just whether your score is above or below an arbitrary threshold.
Does it produce actionable output? Diagnosis without remediation leaves work on your plate. Look for a tool that generates the actual fixes — structured data, machine-readable files — rather than just flagging problems.
Does it cover multiple platforms? AI search is fragmented across platforms. A single-platform check can give a misleading picture. Cross-platform citation tracking gives you a more reliable baseline.
Is there a clear path from free to paid if you need ongoing tracking? A free scan is a starting point. If ongoing tracking and remediation matter to your team, confirm there is a clear upgrade path. AI Friendly's pricing page outlines what is available beyond the free scan.
04What the AI Friendly free scan produces
The free AI readiness scan from AI Friendly is designed to give website owners and growth teams a concrete starting point — not a lead magnet with a vague output.
Here is what the scan delivers:
- AI readiness diagnosis — a clear read on whether your site is structured in a way that AI search systems can parse and cite
- Competitor-aware gap view — which competitors are appearing in AI results for your category
- Platform coverage check — your citation status across ChatGPT, Perplexity, Claude, Gemini, and related AI search channels
- Machine-readable fix generation — automatic creation of llms.txt and JSON-LD outputs you can publish directly
The scan runs in 30 seconds with no signup required.
Start at the AI Friendly homepage to run your scan.
05Proof points reviewers should verify
This page uses only facts sourced from AI Friendly's own business profile and product documentation. The following claims are currently approved and source-backed:
- Free 30-second AI readiness scan with no signup required
- Competitor-aware diagnosis showing which competitors appear in AI results
- Automatic generation of machine-readable fixes including llms.txt and JSON-LD
- Cross-platform citation tracking covering ChatGPT, Perplexity, Claude, and Gemini
- Purpose-built for AI search visibility, not adapted from traditional SEO tooling
Claims this page does not make, in line with brand voice guidelines:
- No claim of specific visibility lift percentages (Track evidence not yet available)
- No citation count or ranking guarantees
- No named competitor comparisons not backed by observed coverage data
If case study evidence or measured outcomes become available through the Track stage, this section should be updated with direct proof before broader distribution.
06Next steps
If you are a website owner or growth team evaluating AI search visibility for the first time, the free scan is the right starting point. It gives you a real diagnosis with no commitment required.
Start with the free AI Friendly scan at aifriendly.agency.
To run your free scan now, visit the AI Friendly homepage.
07Related Resources
- Run the free AI Friendly scan to see whether your site is easy for AI systems to read, understand, and cite.
- Run the free AI Friendly scan to see whether your site is easy for AI systems to read, understand, and cite.
Run your free AI visibility scan: https://aifriendly.agency/
08Is the AI visibility assessment really free with no signup?
Yes. The AI Friendly scan runs in 30 seconds and does not require an account or email address to get your results. You can see your AI readiness diagnosis, competitor context, and automatically generated fixes before deciding whether to create an account.
09Which AI platforms does the assessment cover?
The scan covers the major AI search platforms where buyers are actively asking questions: ChatGPT, Perplexity, Claude, and Gemini. Citation tracking spans all of these channels rather than reporting on just one.
10What makes this different from a standard SEO audit?
Traditional SEO audits check signals that matter to search engines like Google. AI Friendly is built specifically for AI search visibility — it checks for machine-readable files like llms.txt, structured JSON-LD data, and the citation patterns that systems like ChatGPT and Perplexity use to decide which businesses to surface in generated answers. These are different signals from traditional SEO.
11What does the scan actually produce?
The free scan produces an AI readiness diagnosis, a competitor-aware gap view showing which competitors are appearing in AI results in your space, a cross-platform citation check, and automatically generated machine-readable fixes including llms.txt and JSON-LD. These are publish-ready outputs, not just a report with a score.
12What if I need ongoing tracking after the free scan?
The free scan is a one-time snapshot. You can review the options on the pricing page.
13Will the assessment tell me I have a problem if I don't have a serious one?
The assessment is diagnosis-first. It shows what AI systems can and cannot read on your site, and where competitors are appearing that you aren't. If your setup is already strong, the scan will reflect that. The goal is an accurate picture, not a sales alarm.