Brand lift is the measured rise in how many people remember, recognize or would consider your company after they've seen your marketing. In AI search, the version that matters is brand visibility: how often ChatGPT, Google's AI Overviews and similar assistants name your company when a buyer asks who to call. The strongest signal found so far is simple. The more often other websites mention your company by name, the more often AI answers mention it too.
This post separates the two terms, shows what the research says about mentions, and gives you a way to measure your own AI visibility without paying for a survey.
Brand lift and brand visibility are different things
"Brand lift" started as an advertising term. Google's Brand Lift tool for video ads surveys two groups on YouTube: people who saw your ads and similar people who didn't. The gap between their answers shows how much the ads moved ad recall, awareness and consideration of your brand. It's a sound method. It also needs an ad budget. Most trades and B2B service companies don't run video campaigns at all.
Brand visibility in AI search is easier to check and closer to the money. A property manager asks an assistant for "commercial roofing contractors in Kansas City," reads a short list of four or five names with a line about each, and may never scroll down to the regular search results sitting underneath it. You're either on it or you aren't.
What predicts whether an assistant names you
The most useful study so far comes from Ahrefs, which looked at 75,000 brands and compared dozens of factors with how often each brand appeared in Google's AI Overviews. Branded web mentions had the strongest correlation, at 0.664, well ahead of backlinks at 0.218. (A correlation score tops out at 1; the closer to 1, the more closely two things move together.) Brands in the bottom half for web mentions showed up almost never.
The authors are careful to say that correlation isn't proof of cause. Even so, the pattern makes practical sense. An assistant writing a shortlist of contractors in your area pulls from what the web says about companies in your area, and a company that only talks about itself on its own website leaves very little for it to draw on.
It also matters more than it did. In Pew Research's study of real Google searches, people clicked a regular result in 8% of visits when an AI summary appeared, compared with 15% when none did, which means the summary itself is now doing more of the shortlisting that buyers used to do by opening three or four websites in separate tabs.
Where B2B mentions actually come from
You don't need a PR firm to earn mentions. You need to show up, by name, in the places your industry already writes about itself. A few that work for service companies:
- Trade association directories. Member listings for groups like your state contractors' association or a national trade body are mentions with context: your name, your trade, your area.
- Manufacturer and supplier lists. Certified installer and dealer locators name you next to the product you install.
- Local business press. A project announcement, a new hire or an expansion story in the regional business journal.
- Case studies, with permission. A client or supplier who publishes a short write-up of a job you did together.
- Speaking and sponsorships. Trade show agendas and event pages list speakers and sponsors by company name.
- Business listings. Your Google Business Profile, Bing Places and the main directories, all showing the same name, address and phone number.
Consistency is the quiet part of this. If you're "Acme Mechanical" on your site, "Acme Mechanical Services LLC" on one directory, "Acme HVAC" on a supplier's dealer page and something else again on an old chamber listing with a phone number nobody answers, some of those mentions may never get connected back to you at all. Pick one name.
How to measure your AI visibility without a survey
Pick ten questions a real buyer would ask. Mix the obvious ("best commercial painters in Denver") with the specific ("who repaints warehouse floors in Aurora"). Then, once a month, ask each question in ChatGPT, Gemini and Perplexity, and look at Google's AI Overview for the same search.
Use a private or logged-out window every time. Logged-in checks flatter you. The assistant may remember what you've searched before.
Log four things for each answer: whether you're named, where in the list, how you're described, and which competitors appear. Over a few months that log becomes your trend line. It isn't a scientific brand lift study. It's enough to tell you whether the work is moving anything.
If you want a starting point today, our Free AI Visibility Check looks at your website, mobile speed, whether you come up in a local search, and what an AI assistant says when a buyer asks who to call. No email needed.
What we do, and what we don't
Inbound SDR works on the parts of AI visibility you own. We build and host a website of up to 100 pages planned around every service you sell and every area you serve, optimize your Google Business Profile and Bing Places, keep your name, address and phone consistent across 65+ directories, remove duplicate listings, and add local structured data so machines can read your details correctly. A new blog goes out every business day on your site and up to 3 social platforms, which gives assistants fresh, specific pages about your work to draw on. Packages start at $1,000 per month on a 12-month term, with a dedicated strategist and a monthly report.
We don't run brand lift studies, buy ads, do PR outreach or manage reviews. If your goal is a measured lift from a video campaign, you need a paid media partner. And nobody can promise that a given assistant will name you in a given answer; what you can do is give it more true, consistent material to work with.
Quick answers
Do backlinks still matter for AI search?
Yes, but in the Ahrefs data plain mentions of your name mattered more than links did.
Can I pay to be included in AI answers?
Ads can appear near some AI results. Being named inside the answer itself isn't something you can buy.
How fast does AI visibility change?
Slowly. New pages need to be crawled, and new mentions build up over months. Track it monthly and look for a trend, not a jump.
Abstrakt is a technology-enabled outsourced sales development company that books 100,000+ meetings a year for 2,000 clients.
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