What AI Overviews Data Actually Shows (Hint: It's Not What the Hype Says)

Being cited in an AI Overview does not reliably bring you traffic. According to HubSpot's guide to tracking AI Overviews by Erica Santiago, overviews suppress clicks even when rankings hold. The goal isn't a mention. It's a mention useful enough that the homeowner still calls you.

That's the short version. Here's the longer one, and what I'd do about it if I ran an HVAC or roofing company.

Does being cited in an AI Overview bring in customers?

Not reliably. A citation puts your name in front of someone, but the answer sits on the results page, so the person may never click. HubSpot's guide describes AI Overviews as answering questions directly, leaving brands either cited or ignored without users ever visiting a website.

Picture a homeowner asking why her AC is freezing up. The overview gives a short answer and names your company as a source. She reads it, checks the filter, and moves on. No call, no click, no lead.

Now picture the same homeowner when the answer says the problem may need a technician. That's the moment she wants a name and a phone number. The citation didn't create the call. What she found after it did.

That's the part the hype skips. Being mentioned is not the win. Being the mention that makes someone pick up the phone is the win.

What does the HubSpot data actually say?

HubSpot's guide, written by Erica Santiago and updated 10/14/26, makes a few points. Citations don't track rankings reliably, overviews appear more on informational queries, and they can suppress clicks even when rankings hold. It's a marketer's tracking guide, not a contractor study, so read it that way.

First, ranking and citation are separate things. According to Santiago, a page ranking fifth may be cited while the top result is ignored. Being number one on Google doesn't guarantee the AI names you. Being named doesn't mean you rank first.

Second, the click problem. Santiago calls it the "ranking fine, traffic dropping" paradox. Your rankings look healthy, your traffic slides, and nothing in your usual reports explains why.

Third, notice what the guide doesn't give you: a number for how many clicks get lost. I'm not going to make one up. Be careful with anyone selling you one without a source.

Do AI Overviews matter when someone is ready to hire?

Less than the hype says, but they still matter during research. HubSpot says AI Overviews appear more often for informational and how-to queries than for transactional ones. Someone searching how to fix a leak may see one. Someone ready to book a roofer is searching differently and is closer to a phone call.

That shapes where I'd spend my time. The how-to searches are where homeowners first meet you, and being the trusted name there is worth something. But the searches that pay the bills are the ones where somebody wants a crew at the house.

In that moment, your Google Business Profile is doing the selling: reviews, hours, phone number, photos, service area. If those are thin or out of date, a mention in an AI answer won't save you.

So don't drop AI visibility. Just don't let it pull attention away from the things that produce phone calls.

If you want a wider look at how search is changing, this short Ahrefs video on SEO in the AI era is a reasonable next watch.

How do I check whether AI Overviews mention my business?

Pick the questions your customers ask, search them on a regular schedule, and write down who gets cited. HubSpot recommends a baseline first, then weekly checks and a monthly review. A small shop doesn't need software to start. A spreadsheet and some patience will do.

Here's the process, adapted from HubSpot's five-step checklist:

1. Write down your questions. HubSpot says to start with informational and how-to queries most relevant to your business. For HVAC, that might be why a furnace blows cold air. For roofing, how to tell if hail damaged a roof.
2. Record a baseline. Note which questions trigger an AI Overview, which ones cite your website, and which ones cite competitors. This is your starting point.
3. Pick a schedule. HubSpot calls weekly a practical starting point. Daily is for your highest-priority terms or during Google update periods.
4. Log citations and mentions separately. A citation is a linked source. A mention is a reference without a link. Keep them apart so your data stays clean.
5. Review once a month. Look for patterns: no citations, competitors gaining ground, or certain content types getting picked up.

Santiago's point is that tracking works like building a case one data point at a time. One search where you appear, or don't, tells you very little. The pattern over weeks tells you something.

If you'd rather not do this by hand, our AI visibility report checks how your business shows up in AI answers.

What should an HVAC or roofing contractor do about it?

Make every mention useful enough to earn a call. That means your business name, phone number, service area and services are accurate and consistent everywhere, and your Google Business Profile is complete, current and backed by real reviews. I can't promise that gets you cited, but it helps the person who finds you.

Think about what a prospect needs after reading an answer. Who are you? Do you serve my town? Can you come today? Are you licensed? Do people like you? If your profile and website answer those fast, the click matters less because they can call right from the listing.

Then write plain answers on your website to the questions homeowners really ask. Keep them honest. Explain what a homeowner can check themselves, and say clearly when it's time to call a pro. That last line is where the call comes from.

And stop chasing the badge. A screenshot of your name in an AI Overview looks good in a sales pitch. A phone ringing is what keeps the trucks busy. If you want to see where your profile stands, our Google profile audit is a good place to start.

Common questions

Should I ignore AI Overviews?

No. They're now part of how people find and judge businesses, and HubSpot treats them as a position above featured snippets. But don't treat a citation as the finish line. Track them, fix what you can, and keep most of your effort on the searches where people are ready to hire.

Do I need to rank first to be cited?

No. According to HubSpot's guide, AI Overview citations don't correlate reliably with ranking position. A page ranking fifth may be cited while the top result is ignored. That means you can't assume good rankings protect you, and you can't assume weak rankings rule you out.

How often should I check AI Overviews?

HubSpot suggests weekly as a practical starting point, with daily checks for high-priority terms or during active Google update periods. Then roll the weekly notes into a monthly review. One check tells you little. The pattern over several weeks is what shows you whether anything is changing.

Is there a free way to see where I stand?

Yes. HubSpot's guide points to its AI Search Grader, described as a free, one-time diagnostic of how your brand appears in AI-generated search. You can also start with a manual baseline in a spreadsheet, or run our AI visibility report for a look at your business.