Local SEO when Google answers with AI: your profile is the new homepage
Local search has been the least disrupted part of search by AI answers, because people still need to call or visit someone. But when Google does answer local queries with AI, it draws heavily on Business Profiles, reviews and consistent business data across the web. The priorities are: an accurate primary category and complete profile, a steady flow of detailed reviews, consistent name, address and phone everywhere, and location pages with genuinely local content rather than a city name swapped into a template.
Of all the traffic that AI answers have redirected, local search has held up best. Someone searching for an emergency plumber, a dentist or a family lawyer still needs a phone number and an address, and Google still shows the map pack for most of those queries.
What is changing is the layer on top. When Google does answer a local question with AI, the inputs it reads from are different from the ones that decide classic rankings.
What AI reads for local answers
Google’s own representatives have described the Business Profile as increasingly the source AI features draw on for local queries. Combine that with what we see in practice and the inputs are:
- The Business Profile. Category, services, hours, attributes, photos, Q&A.
- Reviews. Not just the rating, but what the reviews say. “Fixed our water heater the same afternoon in Arlington, price matched the quote” tells a system what you do, where, and how well.
- Consistent data across the web. Directories, industry listings, social profiles. If your name, address and phone disagree across sources, the system is less sure who you are.
- Your website, particularly location and service pages with specific, local information.
Fix the profile first
Whitespark’s annual local search ranking factors survey, the most widely cited in the industry, added a separate score for AI search visibility in 2026. The factors experts rate highly for both classic and AI visibility overlap heavily, and most of them live in the profile.
Primary category. The single most consequential choice. Pick the most specific category that matches your main service, not the broadest.
Services. List every service with a short description. These descriptions are text a system can read.
Photos. Real ones, regularly added. Your team, your vehicles, your work.
Hours. Accurate, including holidays. Wrong hours generate bad reviews faster than anything.
Reviews are now content
Reviews have long influenced the map pack. With AI answers, they also become descriptive content about your business. That changes how you should ask for them.
Ask every satisfied customer, right after the job, with a direct review link. Suggest, without scripting, that they mention what you did. “Great service” is a rating. “Replaced the panel and passed inspection the next day” is information.
Never offer incentives for reviews and never filter who gets the link based on satisfaction. Both violate Google’s policies.
Location pages that are actually local
The common mistake for multi-location and service-area businesses is a single template duplicated across thirty cities with the city name swapped. Search engines recognize those pages, and they rarely rank.
A location page earns its place when it has at least three things that are only true for that place:
- An address or a defined service area with response times.
- Projects completed there, with photos.
- Reviews from customers there.
- Local pricing, permits, regulations or seasonal factors.
- A local contact or team member.
If you have nothing local to say about a city yet, collect it first: photograph the next job there, ask that customer for a review.
Consistency is unglamorous and important
Write down one canonical record for each location: legal name, address, phone, hours. Use it everywhere. Audit the major directories and your own footer once a year. It is the least interesting task in local SEO and one of the most reliable.
What we would measure
Calls and direction requests from the profile, leads from location pages, and review volume and recency. Rank tracking for local terms is increasingly unreliable because AI Mode results vary by user. Leads don’t. Our approach to SEO starts from those numbers.
Common questions
Do AI Overviews show up on 'near me' searches?
Less often than on informational searches. Map pack results still dominate most local queries. Estimates of how often AI answers appear on local searches vary widely between trackers, and the share is growing, which is why the inputs AI relies on are worth fixing now.
What matters most in a Google Business Profile?
The primary category is consistently rated among the most important single factors. After that: accurate hours, services listed with descriptions, real photos, and reviews that arrive steadily and mention what you did and where.
Should I create a location page for every city I serve?
Only for cities where you have something local to say: an address or service area, projects completed there, reviews from customers there, local pricing or availability. Pages that differ only by the city name tend not to rank and can weaken the rest of the site.
