- Readiness asks whether your website is easy for AI to understand, trust and cite. Visibility asks whether AI answers actually name or cite you.
- A higher readiness score improves your odds. It isn't a probability of being recommended.
- When you change something, write down the date. A later change in answers doesn't by itself prove the change caused it.
- Mentions aren't visits, leads or revenue. Measure those separately.
Two different questions
There are two questions every business should be asking about AI search, and they're easy to blur together.
- Is my website ready? Can AI systems reach it, understand who you are and what you do, and find something specific enough to cite? This is mostly within your control.
- Am I visible? When customers ask AI assistants about your kind of business, do the answers name you or link to you? This is something you observe, not something you control.
Readiness is an input. Visibility is an outcome. Good inputs make good outcomes more likely, but competitors, third-party sources and the AI providers themselves all sit between the two.
What goes into a readiness assessment
ClickRadius Signal's assessment groups its website checks into five families, each weighted by how much it tends to matter.
| Family | Weight | What it looks at |
|---|---|---|
| Off-site foundations | 28% | Your presence and consistency on sources outside your website, such as profiles, listings and directories. |
| On-page information | 26% | Clear, specific pages that answer what customers actually ask about your services, areas and process. |
| Structured business data | 18% | Machine-readable markup that describes your business, services and location. |
| Business & author clarity | 18% | Who you are, who wrote your content and how to reach you. |
| Crawler access & hygiene | 10% | Whether automated systems can reach and read your pages at all. |
Notice that the largest family isn't on your website at all. AI answers draw on what the wider web says about you, which is one reason a technically perfect site can still go unmentioned.
Why a strong score can still mean zero mentions
- Competition. If three competitors are also well prepared and better known, the answer has only so much room.
- Third-party sources. Answers often lean on directories, review sites and local publications. If you're thin there, a great website only goes so far.
- The questions themselves. You may be well prepared for "AC repair" and invisible for "AC replacement cost" because you have no page that answers it.
- Provider differences. Each assistant has its own sources and habits. Strong in one doesn't guarantee strong in another.
The reverse happens too. A business with a mediocre website but a strong local reputation can be mentioned often, because the sources AI trusts already talk about it.
Correlation, causation and the calendar
Here's the most common mistake: you fix something in March, mentions rise in April, and you conclude the fix worked. Maybe it did. But AI answers shift for many reasons, including provider updates, competitor changes and new third-party articles.
- Record the date of every change next to your visibility trend.
- Give it several observation passes before drawing conclusions.
- Check your competitors. If every business rose at once, the provider probably changed, not your website.
A change after an action doesn't, by itself, prove the action caused it.
Mentions aren't revenue
Being named by an AI assistant is valuable, but it isn't a visit, a lead or a booked job. To connect visibility to business results, you need your website analytics and, ideally, your customer records. Until those are connected, any claim about the revenue AI brought you is a guess. The ClickRadius Signal sample shows this plainly: "Analytics not connected. Mentions are not visits, leads or revenue."
A practical monthly rhythm
- Check readiness and pick the few findings with the highest priority.
- Make the changes and record the date of each one.
- Observe answers with the same questions and providers as last month.
- Compare against competitors before crediting or blaming your changes.
- Connect outcomes through analytics when you're ready to measure revenue.
Want a quick read on your site today? Run the free AI Readiness Score. Want to understand the answer side first? Read Mentioned, cited or missing.
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