Ilia Zavialov on reviews on maps and in directories: a dictionary of listings, ratings, hijacks and fake locations

Why map reviews deserve their own dictionary

When people look for a dentist, a car service, a currency exchange point or an office of a financial company, they rarely open the company website first. They open a map, look at the stars next to the pin and read the three reviews at the top.

Map and directory listings work differently from ordinary review sites. The listing has an owner who can edit the phone number and the website, it appears directly in search results, and its rating is shown before the user even decides to click.

That makes listings a target of their own. Fraudsters hijack them, create fake ones next to real businesses and inflate ratings in ways that ordinary review pages do not allow.

This dictionary explains the terms that matter for anyone who chooses a business by its map rating: listing, verified owner, rating and rating count, boosting, incentivised review, owner reply, report and moderation, duplicate listing, hijacked listing and fake location.

Listing and verified owner

A listing is the card a business has on a map or in a directory: name, address, phone, website, opening hours, photos and reviews. Anyone can suggest a new listing, and the platform may add it after its own checks.

A verified owner is the person or company that has confirmed control of the listing, usually by receiving a code at the address or by phone. The owner can edit details, reply to reviews and add photos.

Verification confirms one fact: someone got the code. Whether the business is licensed, honest or even the same company as the one on the sign is a separate question, and a fraudster can pass verification as easily as a shop owner.

The practical question is always the same: do the phone and website in the listing match those on the business's own site and in official registers? If they differ, treat the listing as an unreliable source of contacts.

Listings also change over time. A card that was correct last year may have a new phone number today, and the map rarely tells the visitor when the contacts were last edited. A saved contact from an old visit is safer than a fresh tap on the map.

Rating, rating count and boosting

The rating is the average of all stars. The rating count is how many people gave stars. A 4.9 from 12 ratings says much less than a 4.5 from 900, because a handful of fake ratings can move a small number far.

Boosting means inflating the rating artificially: buying ratings, asking friends and staff to rate, or running campaigns with rewards for five stars. The result is a high average that says little about service.

Signs of boosting include a sudden jump in ratings over a few days, many five star ratings without text, reviewers who rated dozens of unrelated businesses in different cities on the same day, and new accounts with a single review.

Stars without text are the weakest part of any rating. A review with a date, a service, a name of the employee and a description of what went wrong or right carries information. A five star mark with nothing else carries almost none.

Negative boosting exists too. A competitor or a person in a dispute can order a wave of one star ratings. The signs are the same, only the stars are reversed.

Incentivised review and review gating on maps

An incentivised review is one written in exchange for a discount, a gift or a prize draw. Many businesses offer something for a review at the till, and on some platforms rewards are allowed only when they do not depend on the review being positive and when they are disclosed.

Review gating means asking customers whether they are satisfied and sending only the satisfied ones to the map. Unhappy customers are directed to a private form. Each review may be real while the average is not.

In the United States a federal rule in force since 21 October 2024 bans fake reviews, buying positive or negative reviews and suppressing reviews. In the United Kingdom these practices have been banned since 6 April 2025.

For a reader, the defense is to read the three star reviews first and to look at the dates. A business with years of mixed reviews and a recent block of perfect ones is worth a second look.

Owner reply

An owner reply is the public answer a verified owner writes under a review. It is one of the most useful signals on a listing, and one of the most ignored.

Replies that explain what happened, apologize where needed and describe how the problem was solved show a business that deals with customers. Replies that copy the same text under every complaint or accuse critics of lying show a business that manages its rating.

Some businesses reply to negative reviews by asking the author to call a private number or to continue the conversation in a messenger. For financial services this is a warning sign: the conversation moves to a channel where nobody else can see the offer.

Replies also reveal the tone of a business. Some owners thank every critic and invite them back, others argue in public. A reader who is about to hand over money or documents should notice which of the two is on the card.

No reply at all is also information. A listing that collects complaints for months without an answer either has no active owner or has an owner who does not care.

Report and moderation

Every major map lets users report a review that breaks the rules: fake content, spam, insults, personal data or conflicts of interest. The platform's moderation decides whether to remove it.

Moderation removes reviews that break rules and keeps reviews that are unpleasant but genuine. A business cannot delete a real negative review simply because it disagrees.

Fraudsters use reports as a weapon too, flooding a competitor's genuine positive reviews with complaints. That is why a listing can lose good reviews overnight without any fault of its own.

Moderation takes time. A fresh wave of fake ratings can stay visible for days or weeks before it is cleaned up, and during that period the average on the card reflects the attack more than the business.

For a reader, the lesson is to look beyond one platform. If a business looks spotless on one map and has serious complaints on another, both pictures are part of the truth.

Duplicate listing, hijacked listing and fake location

A duplicate listing is a second card for the same business, often created by mistake. Reviews split between the two, and customers may call an outdated number.

A hijacked listing is a real card whose phone number or website was changed by someone else. Customers who search for the real business and tap call reach the fraudster. This is common with banks, service centers, delivery companies and financial offices.

A fake location is a card for a business that does not exist at that address. It is created to appear in searches like bank near me or crypto exchange in the city, and it points to a phone or website controlled by fraudsters.

Fake locations often have a real street address that belongs to a residential building, a closed shop or a car park. Street view or a quick look at the photos on the card usually shows whether there is any office at all.

The defense is the same for all three. Take the phone number and website from the business's own site or a bank card, and use the map only to find the building.

Reviews of people on maps and directories

Some directories list private specialists: lawyers, advisers, tutors, consultants. Reviews there are tied to a person's name and appear in searches for that name.

The same vocabulary applies. Ratings can be boosted, negative waves can be ordered, and a listing can be created in someone's name without their knowledge.

When a person finds such a listing in their own name, the steps are practical: save screenshots with dates, report the listing to the platform as impersonation and keep the answer. A saved record helps later if the same content appears elsewhere.

A fair reading separates what can be checked from what cannot. A license number, a registered office and an official profile can be checked. An anonymous review without dates and details stays a claim until something confirms it.

How to read a listing in five minutes

Start with the contacts. Open the business's own website from a search result you trust, or from a document, and compare the phone number, the website address and the email with those in the listing. Any difference ends the check: use the official contacts.

Then look at the rating history. Sort reviews by date, scroll back a year and see whether the stream is steady or arrives in bursts. Open the profiles of a few recent five star reviewers and see what else they rated and where.

Read the middle. Three and four star reviews usually describe the real service best, because their authors had no reason to exaggerate in either direction. Note the problems that repeat: delays, hidden fees, rude staff, refusal to return money.

Check the owner replies. Specific answers with names and dates are a good sign. Identical replies, attacks on critics and invitations to continue in a messenger are warning signs, and for any financial service the last one is the strongest.

Finish outside the map. For a bank, an exchange office or an investment firm, find it in the official register of the regulator. A pin on a map and a registered license are two different things, and only the second one gives the customer any protection.

Reporting in the United States

Report a fake or hijacked listing through the map platform's own tools, and report fake review practices by a business to the Federal Trade Commission at ReportFraud.ftc.gov.

If a hijacked listing led to a payment, report the loss to the FBI at ic3.gov. Impersonation of businesses and government produced more than a million FTC reports and 3.5 billion dollars of losses in 2025.

Civil penalties under the federal review rule reach up to 53,088 dollars per violation, and in December 2025 the FTC sent warning letters to 10 companies.