Understand AI visibility without the hype
Learn what AI-powered search means for client websites, which improvements are useful and how to explain the evidence clearly.
Your client asks about AI
In the last lesson, Sam put together a clear measurement note for ClearFlow Plumbing. He separated Google Search clicks, website visits and actual inquiries, so the owner could understand what the numbers meant.
There's another question Sam wants to be ready for:
“If someone asks AI to recommend a plumber in Austin, will it recommend ClearFlow?”
It's a reasonable question. People can now discover businesses through more than a list of traditional search results. But a web designer can't decide which business an AI tool will mention.
Sam's job is to make sure ClearFlow's website explains the right things clearly, identify problems that may limit its visibility, and explain what the available evidence shows.
Search results and AI answers aren't quite the same
Think about someone with a faulty water heater.
They might search Google for “water heater repair in Austin.” A traditional search result can lead them to a website page. In Google's AI Overviews or AI Mode, they might also see an AI-generated answer with links to useful websites.
Or they might ask an AI assistant a longer question: “What should I look for when choosing someone to repair my water heater?” Different tools may respond differently, and a response may or may not include links to businesses.
| Experience | What the homeowner may see | What matters to Sam |
|---|---|---|
| Traditional Google Search | Search results that link to websites | Clear pages, appropriate indexing and useful search-result information |
| Google's AI search features | An AI-powered answer that may include supporting website links | The same sound SEO foundations, with no special AI-only markup required |
| Other AI assistants | A conversational answer, sometimes with sources or links | Don't assume Google reports measure what these other tools say |
The useful takeaway isn't to chase a new set of secret AI keywords. It's to help the right customers find accurate, useful business information, whatever route they take to discover the site.
Start with what the website already tells people
Sam returns to ClearFlow's existing Water heater repair page at /water-heater-repair.
In the earlier lessons, he planned clearer content and headings for that page. A homeowner should be able to understand three things:
- The service: ClearFlow offers water heater repair.
- The area: It serves homeowners within Austin.
- The next step: A homeowner can use the contact form or phone link to ask for help.
Those details belong on the existing water heater repair page. ClearFlow's Drain cleaning page has its own job. The homepage introduces both services and helps people reach the right page.
Sam doesn't need to add a second page called “AI water heater repair Austin.” It would repeat the existing page's job without giving homeowners a useful reason to visit another page.
He also won't write that ClearFlow is open 24 hours, offers same-day repairs or has an award-winning team. If a claim matters, Sam asks the owner for the facts and approval before using it.
This is the same good design thinking the course has used all along: make each page useful for its intended visitor.
The technical detail Sam must not skip
Sam remembers the earlier website review. On October 20, the water heater repair page had an unintended noindex setting.
In simple terms, noindex tells Google not to include that page in its search index. A page can still load when someone types its address directly into a browser.
For Google's AI Overviews and AI Mode, a page must be indexed and eligible to appear in Google Search with a snippet before it can qualify as a supporting link.
So Sam has a useful next step. He asks for a fresh technical check of the water heater page. If that setting is still present, Sam can request approval for the appropriate correction, then have the authorized person implement and verify the approved change. Sam doesn't treat a new H1, a sitemap or an attractive redesign as a fix for noindex.
Correcting the setting would address a real obstacle. It wouldn't tell Sam which AI answers will link to the page.
Worked example: Sam prepares the right action plan
Sam turns the client's AI question into three practical actions instead of a new marketing campaign.
| What Sam reviews | What he will do next |
|---|---|
| Useful service information | Keep /water-heater-repair focused on water heater repair in Austin, the owner's approved service details and the contact routes. |
| Findability and technical settings | Recheck the earlier noindex finding. Retain the existing homepage link and plan a relevant link from the no-hot-water article to the service page. |
| Evidence | Check Google's AI link-impression report if available, and keep any other AI observations separate and properly described. |
Sam hasn't created new pages or published the redesign. He's preparing sensible steps the client can understand and approve.
Notice how this continues the work from earlier lessons rather than starting a separate “AI SEO” project. Good page structure, accurate content and functioning technical settings matter here too.
What does Google's AI report tell you?
Lesson 13 introduced the Generative AI performance report in Google Search Console. Let's use it to answer a specific question.
When available, the report shows impressions for links to a website in Google's AI Overviews and AI Mode. Sam can review which pages received those impressions and how the figures change over time.
That can help answer: “Were links to our website shown in these Google AI search features?”
But it doesn't answer: “How often did every AI assistant recommend our plumbing business?” It also doesn't tell us how many of those impressions turned into genuine inquiries.
The AI feature data is part of Google's broader Web Search reporting. Sam shouldn't add the AI impressions to the normal Google Search impression total and describe the sum as additional reach.
If a site doesn't have the AI report, Sam checks the available settings and data rather than treating the missing panel as proof that AI never mentions the business. Google notes that the report may not appear when there aren't enough impressions.
What about checking AI assistants yourself?
Sam also has notes from two earlier AI checks: one broad question about plumbers in Austin and one question about ClearFlow specifically.
They may give Sam questions worth investigating, but two observations aren't a reliable measure of how often ClearFlow appears in AI answers. The answer may depend on the question, the tool and when the check is made.
If a client wants to monitor other AI tools, Sam can record the platform, question, date and what was actually displayed. That is an observation log, not a substitute for a provider's measured report or for genuine inquiries.
Sam can be useful without turning every screenshot into a ranking claim.
What Sam would tell the client
Sam drafts a short explanation to include in his eventual handover:
AI-powered search is another way customers may discover businesses. For ClearFlow, the first priority is to make the existing service pages clear, accurate and accessible, and to investigate the indexing issue already identified on the water heater repair page. Google's Search Console can show impressions of website links in its AI search features when enough data is available. Other AI assistants need to be assessed separately. We can improve the website and review the evidence, but we can't promise that a particular AI answer will recommend ClearFlow.
This is reassuring because it gives the owner something useful to do. It doesn't dismiss AI, and it doesn't sell a shortcut that doesn't exist.
Bring the lesson back to Cedarline
Sam asks the same question about his own studio: “If someone uses AI to look for a designer who works with service businesses, will they understand what Cedarline offers?”
He can review the same pages he worked on in Part 1:
- The homepage explains the studio's main offer.
- The services page describes website design, redesign and care.
- The work page helps potential clients understand what Sam has actually designed.
Before claiming that these changes improved AI visibility, Sam would need to publish approved updates and collect relevant evidence.
Try it with your own studio: Which existing page would help someone understand your strongest service, and what one detail would make that page more useful?
Help Sam explain AI visibility
Choose a useful next step for each client question. You can change your answer to explore the reasoning.
What does AI-powered search change?
Sam is explaining to a web design client how customers may discover a business using AI.
Explain AI visibility clearly
Use the ClearFlow example to prepare a short, practical client note. Save the parts that are useful for your own projects. You can skip any field and continue learning.
See Sam's completed example
- What is the client asking?
- How can ClearFlow make its water heater repair service understandable to people using AI-powered search, and what could we measure?
- Which existing page matters?
- Keep /water-heater-repair as the dedicated page for water heater repair for homeowners in Austin. It should describe only the confirmed service, actual service area and the existing contact form or phone-link routes. The homepage and no-hot-water article should link to it appropriately.
- Is anything blocking discovery?
- The October 20 review found an unintended noindex on /water-heater-repair. Request a current inspection. If still present, obtain explicit approval for a technical correction and verify it afterward.
- How will you check the evidence?
- If ClearFlow's Google Generative AI Search report is available, review link impressions in AI Overviews and AI Mode by page and date. Do not add them as independent reach to regular Web Search totals. Keep any manual AI checks labeled with platform, question, date and actual observed answer; two earlier notes do not establish a trend, and neither tells us how many customer inquiries came from AI.
- What will you tell the client?
- First, make ClearFlow's existing service information accurate and easy to find, and resolve any confirmed indexing problem through the approved process. Then review relevant Google AI link-impression data if available and keep other AI observations separate. These steps give the site stronger foundations, but they don't control which businesses an AI answer will mention.
- Apply it to your studio
- Review Cedarline's existing /services page and the supporting /work page, keeping the homepage's overall role distinct. Clarify what Sam offers and show only supportable project information. Check whether appropriate Search Console reporting is available before describing actual AI visibility.
A useful website comes before an AI visibility claim
Sam now has a practical way to discuss AI-powered discovery with ClearFlow. He knows which service page matters, which technical issue needs another check, and where a report can help without explaining everything.
Most importantly, he can tell the client what the design project can improve and what still needs evidence. That's a valuable part of a professional handover.
Next: Give clients a useful SEO handover
Sam will bring the site's page plan, outstanding checks, measurement notes and AI visibility explanation together into a clear handover. He'll also finish the improvement plan for Cedarline's own studio website.