How we measure whether AI search is actually working for you
AI search is new enough that most of what gets reported about it is noise, so it is worth being blunt about what we actually track for a Dublin business — and which shiny numbers we deliberately ignore. When someone in the New River Valley asks ChatGPT, Gemini, or Google's AI overview to recommend a service near Dublin, the only outcome that counts is whether your business shows up in that answer, described accurately, in a way that sends a real person your way.
So the first thing we measure is presence and accuracy. We run the questions a Pulaski County customer would actually ask — the ones about your trade, your service, your area — and we check, on a schedule, whether the assistant names you, whether it gets your services right, and whether it points to your site or your Google Business Profile. Being mentioned but described wrong is a problem we can see and fix; not being mentioned at all is the gap we are closing.
The second thing we measure is referral behavior — the traffic and contacts that arrive because an AI recommended you. AI assistants increasingly cite sources, and when yours is one of them, people click through or call. We watch for that pattern in your analytics and your phone log, because a mention that never produces a New River Valley customer is a vanity result, not a business result.
Here is what we ignore, and why. We do not chase raw impressions or some invented AI visibility score with no path to a customer. We ignore whether you appear for questions no Dublin person would ever ask. We ignore one-off wins that vanish next week, because AI answers shift and a single lucky mention proves nothing. And we ignore national or generic prompts — being named in an answer about your industry in general does nothing if the person asking is three states away.
- Presence: do the assistants name you for real Dublin-area questions, on a repeated check
- Accuracy: do they describe your services and location correctly
- Referrals: does that presence produce actual site visits, calls, and customers
- Ignored: impression counts, generic prompts, one-off mentions, invented visibility scores
The honest part is that this discipline is young, and we treat it that way. The reason we hold it to a referral-and-accuracy standard instead of a flashy dashboard is that AI search rewards the same substance real people reward — clear, correct, well-structured information about what you do and where in the New River Valley you do it. When we improve that, both the AI answers and your ordinary Google results tend to move together, which is exactly what you want.
If an AI assistant is currently recommending a Christiansburg or Blacksburg competitor when a Dublin customer asks, that is a measurable, fixable gap — and measuring it correctly is the whole point. The AI search conversation starts with running those questions for your business and showing you where you actually stand today.