AIVisCity Weekly #8: The Best AI Visibility Metric Is Asking Your Customers
- Mayor of AIVisCity
- Apr 28
- 5 min read
Welcome to the new issue of AIVisCity Weekly — a weekly briefing for those who want to understand how AI tools are changing the way customers discover businesses online.
In this week’s issue:
What’s Happening in AI Search — new signs that AI is shaping customer journeys before the click, while citations and local discovery are becoming harder to read through traffic alone.
Weekly Insight — why asking customers how AI influenced their search can give small businesses better visibility insight than complicated metrics.
Try This Yourself — a short customer question set you can add to calls, forms, or checkout.
Worth Reading — two deeper articles on AI visibility measurement and why credibility now shapes discovery earlier.
AIVisCity Answers — Do Photos on My Website or Google Business Profile Help AI Tools Understand My Business?
🔍 What’s Happening in AI Search
AI is compressing the customer journey before people reach search
Microsoft Advertising’s article argues that AI is now helping customers research and compare options earlier, so by the time they search, their intent is more specific. For small businesses, that means the first visible visit or enquiry may hide a longer AI-assisted journey. Practical implication: ask new customers what they used before contacting you, not only which final channel they came from. This is also an excellent way to measure your AI visibility performance.
Local discovery is happening without a website visit
Surmado’s April 27 guide on local AI search argues that customers may find, judge, and contact a business through AI summaries, map packs, and business profile cards without visiting the website. For local businesses, this makes traffic a weaker proxy for discovery. Practical implication: track calls, direction requests, booking clicks, and customer comments alongside website visits.
🔮 Weekly Insight: Why Customer Questions Are a Better AI Visibility Metric?
In AIVisCity Weekly Issue 6, we looked at why AI visibility metrics are harder to trust than old SEO metrics. Citation rate, prompt volume, and share of voice are just estimates with lots of assumptions and noises. They may not actually reflect how customers would find you.
For small businesses, the most practical metric is indeed much closer to home: ask your customers. It's actually quite intuitive: If you want to know whether AI is helping people discover your business, ask the people who discovered you.
This works because AI search is messy from the outside. A customer might ask ChatGPT, check Google, read reviews, then call from your Google Business Profile. Analytics may record direct traffic, organic search, or no website visit at all. The customer can tell you the real path.
Metrics can help you test prompts and compare visibility. But they rarely explain why a real person trusted you enough to enquire. Customer questions reveal the missing layer: what they asked, what reassured them, and what nearly stopped them.
"The best visibility data is often hidden in the first customer conversation."
In practice, customers rarely describe their journey in neat marketing channels. They say things like "I asked ChatGPT for local accountants" or "Google showed your reviews." Those comments are more useful than a bare citation count because they show the situation your business was associated with.
So keep asking, "How did you hear about us?" But add questions that uncover the AI-assisted journey:
- "Did you use ChatGPT, Google AI results, Perplexity, or another AI tool while looking?"
- "What question did you ask when you were searching?"
- "What made us seem like a good fit?"
- "Was there anything unclear or missing before you contacted us?"
These answers tell you what to improve. If customers searched for "emergency plumber for rental property" but your website only says "plumbing services", you have found a gap. If reviews helped them choose you, make that strength clearer. If AI gave outdated opening hours, fix your profiles.
For tracking, keep a simple monthly log. Record the customer type, question asked, whether AI was used, what helped them choose, what caused hesitation, and the action taken. Review it monthly for repeated phrases.
If you have too many customers to ask everyone, sample instead. Ask every tenth customer, or ask all new enquiries during one week each month. If you serve different customer groups, sample each group separately. The goal is steady evidence that improves decisions.
Dashboards tell you where you appeared. Customers tell you why it mattered.
💻 Try This Yourself
Add Three Questions to Your Next Five Enquiries
For the next five new enquiries, ask three quick questions after the usual "How did you hear about us?"
- "Did you use an AI tool or AI result while looking?"
- "What did you ask or search for?"
- "What made you feel we were the right fit?"
Put the answers in a note or spreadsheet. After five responses, look for one repeated phrase or hesitation. If people are using words that do not appear on your website or profile, add those words where they naturally fit. This gives you a small but real customer-led visibility check within a few days.
📕 Worth Reading
If you're curious to look deeper into how AI search is changing the internet, these articles are worth a look.
AI visibility still needs structured measurement
Semrush’s guide explains AI visibility as how often a brand is mentioned, cited, or recommended in AI answers, and shows a basic prompt-tracking spreadsheet. For small businesses, it is useful because it supports the same principle: measure AI visibility, but keep the system simple enough to act on.
Credibility is being judged before the website visit
WSI’s article on Google’s March 2026 core update argues that buyers form opinions earlier as AI and search summaries filter options before the click. For small businesses, this reinforces why customer feedback matters: you need to know which trust signals customers noticed.
✅ AIVisCity Answers
Q: Do Photos on My Website or Google Business Profile Help AI Tools Understand My Business?
A: Yes, photos can help when they clearly show your work, premises, products, team, or customer results. However they need to be supported by written information, because AI tools often rely on both visible content and surrounding text.
Want a more detailed explanation? Check out here.
👋 Until Next Week
How are you seeing AI affect the way people search for businesses in your industry?
If you have noticed changes — or if you tried the quick check in this issue — we’d love to hear your observations. Feel free to share them in the comments.
See you in the next issue of AIVisCity Weekly
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