Where local visibility is actually won
If customers come to you, or you go to them inside a city, most of your search visibility is decided off your website. It is decided on the map, in the reviews, and in the handful of platforms and lists people check before they book.
Google says it plainly. Its local ranking tips state that local results are mainly based on relevance, distance and prominence. Relevance is how well your profile matches the search. Distance is how far you are from the searcher, which you cannot change. Prominence is how well known you are, including links to your business and your review count and ratings. Google adds that more reviews and positive ratings can help.
For AI answers, Google's AI optimization guide, last updated 10 July 2026, names Business Profiles and Merchant Center feeds as things that can help products and services be visible in AI responses as well as in ordinary results. So the profile is not only a map asset any more. It is one of the sources an AI answer can draw on.
We're a clinic in Sukhumvit. Should we spend the budget on the website or on Google Maps?
Start with Maps and reviews, then the site. A beautiful service page will not beat a competitor with four times your reviews three streets closer to the searcher. Once the profile is complete and reviews are coming in steadily, the website's job is to convert the people the map sends you and to give AI answers clear pages to cite.
What the numbers say, and who said them
Our study. In Who AI recommends in Bangkok, published 3 October 2026, we asked Google AI Mode 80 buyer questions across dentists, aesthetic clinics, international schools, hotels and law firms, three runs each, 240 valid answers. Where AI Mode showed a place card, the 10 most named businesses per category had a median of 923 Google reviews, against 225 for the other businesses named (26 and 103 businesses with a place card). It is descriptive, not proof of cause, but it was the biggest difference we measured, far bigger than schema or llms.txt.
Consumer behaviour. BrightLocal's Local Consumer Review Survey 2026, published 11 February 2026 and based on 1,002 US adults, found 97 percent read reviews for local businesses, 41 percent always read them, 31 percent only use businesses rated 4.5 stars or higher, 74 percent look for reviews from the past three months, and 47 percent will not use a business with fewer than 20 reviews. It also found use of ChatGPT and other generative AI for local recommendations rose from 6 to 45 percent. US data; we have no equivalent Bangkok survey.
Expert opinion. Whitespark's Local Search Ranking Factors 2026, published 6 November 2025, is a survey of 47 local SEO practitioners scoring 187 factors. It is informed opinion, not a measurement. For the map pack they ranked primary Business Profile category, proximity, keywords in the profile title and a physical address in the city highest. For AI search they ranked presence on expert curated best of lists, a dedicated page for each service, and prominence on key industry sites highest.
Experts rate it highly, which is exactly why it is abused. Google's guidelines for representing your business say the name must reflect your real-world name, and that adding unnecessary information to it can get the profile suspended. Use your real business name as it appears on your signage. We have seen profiles with service words stuffed into the name get suspended, and a suspension costs far more time than the extra words ever earned.
The profile: complete, specific, kept alive
- Primary category first. Pick the one category that names what buyers search for, then check it against the top three businesses the map shows for your main query. Add secondary categories only for services you really offer.
- Facts identical everywhere. Name, address, phone, hours and website match your site, your schema and your other profiles. The entity guide covers how.
- Services and attributes filled in. Every service you sell, in the words customers use, plus the attributes that apply: languages spoken, accessibility, payment types.
- Real photos, added monthly. The place, the team at work, the results you are allowed to show. No stock images.
- Hours kept accurate, including holidays. A wrong closing time in an AI answer costs you a customer and a review.
- Questions and posts answered by someone on your side, not left to strangers.
- One profile per real location. Several thin profiles at shared addresses look like spam and often get removed.
We operate from a condo and go to clients. Can we still get on the map?
Often yes, as a service area business that hides its address, if your type of business qualifies. Read Google's current eligibility rules for your category before you create or edit the profile, and do not use a rented mailbox or an unstaffed address as a "location". A suspended profile takes far longer to recover than it takes to set up correctly.
Reviews: steady, genuine, never bought
Reviews are the lever owners underuse and then try to shortcut. In the US and the UK the shortcuts are now illegal, not just against platform rules.
| Practice | Verdict | Rule |
|---|---|---|
| Asking every real customer for an honest review, with a direct link | Works | Google allows soliciting genuine reviews without incentives |
| Discount or gift for a review | Against the rules | Google treats it as fake engagement; FTC rule bans it in the US |
| Only asking happy customers (review gating) | Against the rules | Google prohibits selective soliciting; the FTC rule covers sentiment conditioned rewards |
| Staff or family reviews without disclosure | Against the rules | FTC rule bans undisclosed insider reviews |
| Bought or AI written reviews | Against the rules | Banned by the FTC rule and the UK DMCC Act; removed by Google |
| Pressuring people to review on the premises | Skip it | Google says merchants should not require or pressure reviews on site |
| Replying to every review, good and bad | Works | Shows the business is alive and gives context to the next reader |
Sources: Google Business Profile prohibited and restricted content (undated, read 20 October 2026); the FTC's final rule announcement of 14 August 2024 and its questions and answers, which state the rule went into effect on 21 October 2024; and the UK Digital Markets, Competition and Consumers Act 2024, Schedule 20, in force since 6 April 2025, which bans fake reviews and reviews that hide an incentive, and requires traders to take reasonable steps to prevent and remove them.
The useful habit is boring: a short, polite request after every completed job, a direct review link, and a reply to everything. Our study and BrightLocal's survey both point at volume and recency. You get both by asking every customer, every week, not by a campaign once a year.
A competitor clearly buys reviews. Why should we play fair?
Because the downside is asymmetric. Fake reviews get filtered, profiles get suspended, and in the US and UK there is legal exposure. You can report clear fake engagement to Google. Then outwork them with real reviews, which keep counting long after theirs are removed.
Local pages that are not doorways
Owners often ask for a page per district or per city. Sometimes that is right. Often it becomes a stack of near identical pages that Google's spam policies describe as doorway abuse: pages that target similar queries and lead people to intermediate pages less useful than the real destination. The same policy page, last updated 28 August 2026, also covers scaled content abuse, which is what a hundred generated city pages usually are.
Our test before we build one: does this page give a buyer in that place something they cannot get from the main service page? Real branch details, a team that works there, directions, local prices or rules, photos of that location, and reviews from customers there. If the answer is "only the place name changes", we do not build it.
| Page idea | Verdict |
|---|---|
| One page per real branch with its own address, hours, staff and photos | Works |
| One strong page per service, as Whitespark's experts also rank highly | Works |
| A service area page explaining where you travel, with real local detail | Depends |
| "Service in [district]" pages with swapped place names | Against the rules |
Each branch page can carry LocalBusiness markup for that branch, as Google's LocalBusiness docs describe. Do not add review stars from Google Maps to it. Google's review snippet rules make those ineligible for your own business.
Languages, platforms and AI answers
Two findings from our Bangkok study change how we plan local work in a bilingual city.
First, English and Thai buyers get different shortlists. In dental and aesthetic clinics, the top 10 named in English answers and in Thai answers overlapped only 5 of 10. Being named in one language says little about the other, so we treat each language as its own market: Thai profile description and services, Thai reviews, Thai pages that answer Thai questions.
Second, answers send buyers to platforms as well as to businesses. In aesthetic clinics, the booking platform GoWabi was named in 36 of 66 answers; in dental clinics, HDmall in 19 of 66. If the engines lean on a platform in your category, a complete and well reviewed listing there is part of local visibility, not a side channel. The same goes for the best of lists and industry sites that Whitespark's experts rank highly for AI search.
For the measurement side of AI answers, including why one answer proves nothing, read Measure AI visibility without fooling yourself. For the wider owner view, our earlier guide Help AI search understand your business still holds.
Worked example: the first 90 days for a two branch clinic
A generic plan, the shape we use for a clinic, gym or studio with two locations in one city and buyers in two languages. No numbers promised, because the market decides those.
| Weeks | Work | What we look at |
|---|---|---|
| 1 to 2 | Agree the canonical facts. Fix the primary category on both profiles against the top three competitors. Fill services, attributes and hours in both languages. Merge or remove duplicate profiles. | Profile completeness, duplicate count, grid baseline for 8 queries per language |
| 2 to 3 | Start the review habit: a polite request with a direct link after every visit, in the customer's language, no incentive. Reply to every existing review. | Reviews gained per week, share of reviews answered |
| 3 to 6 | One strong page per service and one page per real branch, with staff, photos, directions and local details. LocalBusiness markup per branch, copied ratings removed. | Pages indexed, profile clicks to the site |
| 4 to 8 | Claim and complete the platforms the AI answers name in your category, and fix any listing with wrong facts. | Platform listings complete, facts identical |
| 6 to 12 | Monthly photos, real posts when something changes, and a 90 day review count you can compare. | Grid rank trend, calls, direction requests, bookings |
What we deliberately leave out of the first 90 days: district pages, directory blasts, and any tool subscription. If the profile, reviews and service pages are right, the rest has something to build on. If they are not, nothing else will hold.
How fast should we expect to move up the map?
Distance never changes, so a business at the edge of a busy area will always rank differently at different points in the grid. What you can expect to move first is relevance, after the category and services are fixed, and then prominence, slowly, as reviews build. Read the grid monthly and judge it against bookings, not against a single search from your office.
How we track local rank without a new subscription
Map rank depends on where the searcher stands, so one rank number for a city is misleading. We measure from a small grid instead.
- Pick 5 to 10 money queries in each language you serve, the way buyers type them.
- Pick 3 grid points around the catchment: the shop, and two places your customers come from.
- Record your position in the map results for each query at each point, weekly. Not found counts as one place below the last result, so a drop out of the list is visible.
- Average over the grid and read the trend over a month, not a week.
- Log every change you make (category, photos, review push, new page) with the date, so you can see what moved what.
Our engine runs this weekly inside the research budget a client already has. If a week's run would exceed that budget, it skips the run and writes a price note instead of spending more. A local rank tool is useful, but nobody needs a new subscription to start.
Alongside rank, count reviews gained in the last 90 days, calls and direction requests from the profile, and bookings. Rank is a means. Bookings are the result.
Hype, mistakes and a checklist
| Claim | Verdict | Why |
|---|---|---|
| "Keyword stuff the business name" | Against the rules | Google's business name guidelines forbid extra information in the name and allow suspension for it |
| "Buy 200 reviews to catch up" | Against the rules | FTC rule, UK DMCC Act, Google policy |
| "Citations in 300 directories" | Skip it | Consistency on the profiles that matter beats volume on ones nobody reads |
| "Schema will get you into the local pack" | Hype | Google's ranking tips name relevance, distance and prominence |
| A page per suburb with swapped names | Against the rules | Doorway and scaled content abuse |
| Steady genuine reviews and replies | Works | Google names reviews in prominence; our study and BrightLocal agree |
Mistakes we fix most: the wrong primary category; hours that changed on the door but not online; three profiles for one location; review requests only to happy customers; a website address that differs from the profile; and no Thai content for a Thai speaking market.
- Primary category checked against the top three map competitors.
- Profile complete: services, attributes, hours, photos, description, in every language you sell in.
- Facts identical on profile, site, schema and platforms.
- Review request after every completed job, no incentives, no gating, every review answered.
- Platforms and lists that engines name in your category claimed and complete.
- Branch pages only for real branches, each with real local detail.
- Grid tracking weekly, with a change log, read monthly.
Next in the track: Write pages that AI answers can cite.
Sources and dates
Every external fact in this guide was read on 20 October 2026. Each source shows its publisher and the date it was published or last updated, and we flag what changed in 2026. Studies are their authors' measurements, usually correlations, not promises of results. Our own numbers come from our own Search Console and tools and say so where they appear.
- Google's Guide to Optimizing for Generative AI Features on Google SearchGoogle Search Central · Last updated 10 July 2026 · Read 20 October 2026. Changed in 2026: Guide added 2026-05-15 (changelog); llms.txt clarification note added 2026-06-15; page last updated 2026-07-10.
- Tips to improve your local ranking on GoogleGoogle Business Profile Help · Undated page · Read 20 October 2026.
- Prohibited & restricted content - Google Business Profile HelpGoogle Business Profile Help · Undated page · Read 20 October 2026.
- Local Business (LocalBusiness) structured dataGoogle Search Central · Last updated 8 September 2026 · Read 20 October 2026.
- Review snippet (Review, AggregateRating) structured dataGoogle Search Central · Last updated 8 September 2026 · Read 20 October 2026. Changed in 2026: Guideline on fake and undisclosed incentivized reviews added 2026-07-24 (changelog).
- Spam policies for Google web searchGoogle Search Central · Last updated 28 August 2026 · Read 20 October 2026. Changed in 2026: Site reputation policy section updated 2026-08-28 for the EEA; 2026-04-13 back button hijacking added to malicious practices; 2026-05-15 clarification that spam policies apply to generative AI responses.
- Who AI recommends in Bangkok, 2026DLVX · Published 3 October 2026 · Read 20 October 2026.
- FTC Announces Final Rule Banning Fake Reviews and Testimonials (press release)FTC · Published 14 August 2024 · Read 20 October 2026.
- The Consumer Reviews and Testimonials Rule: Questions and AnswersFTC · Last updated November 2024 · Read 20 October 2026.
- Digital Markets, Competition and Consumers Act 2024, Schedule 20UK Government (legislation.gov.uk) · Undated page · Read 20 October 2026.
- Local Consumer Review Survey 2026BrightLocal · Published 11 February 2026 · Read 20 October 2026.
- Local Search Ranking Factors 2026Whitespark · Published 6 November 2025 · Read 20 October 2026.
- Guidelines for representing your business on GoogleGoogle Business Profile Help · Undated page · Read 20 October 2026.
- The Digital Markets, Competition and Consumers Act 2024 (Commencement No. 2) Regulations 2025, regulation 2legislation.gov.uk · Undated page · Read 20 October 2026.
Want this run on your own site? Start with the AI visibility diagnostic, or see the whole Get Found track.