How to Spot Fake AI Apps: ChatGPT and Claude Clones

AI apps are quickly becoming part of our daily lives. People use them to write emails, documents, code, and even analyse personal files. That popularity has created another problem: fake AI apps. Scammers and some developers even make apps that look like popular AI services such as ChatGPT and Claude. Some of them use similar names, similar icons, or write similar descriptions that make users think that the app is genuine.

The danger isn’t always obvious. A fake AI app may simply bombard you with advertisements and sometimes attempt to collect sensitive information. They also trick you into paying for unnecessary subscriptions or capture data when you enter into them. The good news is that you don’t need to be a cybersecurity expert to recognize many of these warning signs. Here’s how to check an AI app before you install it.

What Are Fake AI Apps?

A counterfeit AI app is essentially an application designed to look like a legitimate AI tool and may be made in such a way as to mislead users, collect their personal data, show unwanted ads, or expose users to security risks. A counterfeit AI app is an imposter. Not every third-party AI app is a risk. Legitimate apps exist that provide access to several AI models or offer extra features.

The problem becomes when the app represents itself as a legitimate product when it is not. Google Play’s guidelines strictly prevent apps from impersonating the name, company, or app of someone else and from making misleading use of names, logos, or app descriptions.

This means you shouldn’t judge an app solely by its name or logo. It’s better if you find out who made the app, what permissions it needs, look at user reviews, and check the website, etc., before you let it access your personal information.

7 Warning Signs of Fake AI Apps

1. The Developer Name Doesn’t Match the AI Company

This is one of the simplest ways to verify an app. Lots of people, for example, search for ChatGPT and see an app that resembles the real product with its icon. Then, in the developer field of the app, you can see the name of the company that made the ChatGPT app.

OpenAI’s official ChatGPT Android app is published by OpenAI, while OpenAI also asks Android users to search for “ChatGPT OpenAI” and confirms the app is from OpenAI. In a similar way, the official Anthropic Claude Android app is named by Anthropic as ‘Claude’.

An app developer’s name that doesn’t match the AI company doesn’t necessarily prove the app is malware, but that is a valid reason to halt installation and do further investigation.

Tip: Don’t get carried away with an app that has words like “ChatGPT”, “Claude”, or an AI company’s name in its title.

2. The App Icon Looks Almost Identical

Spoofed apps often try to use visuals to their benefit. You might come across an icon very similar or identical at first glance to that of the genuine company. The slight modification might be only in the color choice, form, or phrasing. Just such minute differences can easily mislead some people into downloading apps very quickly.

If an icon does look genuine, that’s an indication. As per Google Play policy, it explicitly cautions against such applications that copy logos, icons, titles, etc., to pretend that they are falsely connected with another company or product. So don’t be deceived by the app’s icon alone. It’s also worth verifying who the developer of the app is.

3. The App Makes Strange or Excessive Permission Requests

Try to figure out what kind of AI chatbot would actually be needed. It is possible that an app really would need to use your microphone so you can talk by voice or, if you’re choosing images to be displayed, that the app needs to access your pictures.

But if the same small chatbot requests access to data that seems to have nothing to do with or has little to do with its declared features, have second thoughts. Why does a simple chatbot get the right to use this?

Google says sensitive permissions should be necessary for an app’s core functionality. If an AI app requests access that doesn’t seem related to what it does, think carefully before granting it. Otherwise, the user has to decide what they want.

• What is the reason this app wants this permission?
• Is this feature really the only one that requires it?
• If I deny this permission, will I still be able to use the app?
• Do they say anything about how their data will be used to make them more understandable?

If something does not add up, you should not give your permission.

4. The App Makes Unrealistic Promises

Watch out for AI app claims that have nothing but exaggerated expectations. Like, for example:

• “Unlimited access to all premium AI models”
• “ChatGPT Secrets!”
• “100% guaranteed answer”
• “Free access to all paid AI services”
• “Official AI assistant,” but nobody knows, or the company is not specified
• “Unlimited premium AI forever”

A tempting offer alone does not indicate a fake app, but if you see an exaggerated ad, it is worth doing some additional research. According to the policies of Google Play, developers must be truthful about what an app is doing, and they may not be misleading about a description of an app as to what it is actually going to do.

If you are thinking that one of your features is too nice for it to be true, then it’s time to actually check who actually created the app.

5.​‍​‌‍​‍‌ Reviews Look Suspicious

There is no doubt that reviews provide valuable insights. Nevertheless, a high rating is not synonymous with the application being secure. Do not just concentrate on the total star rating. Go through a few recent comments and see if the problems are recurring complaints about:

• Sudden subscriptions
• Many advertisements
• Hard cancellation
• Login difficulties
• Non-existent functions
• Unexpected payments –
• Privacy-related issues
• A completely different product from what was presented

Furthermore, note both the quantity of reviews and the duration the app has been around. App Store listings also show Apple ratings, reviews, and App Privacy in order for users to assess an app without actually installing it.

6. The App Wants Payment Before You Understand What You’re Getting

A strong subscription request at a very early point could be a red flag. For example, after you install a supposedly free AI chatbot, a pop-up subscription payment page immediately comes up and doesn’t allow you to properly experience the service first.

Of course, getting a subscription alone isn’t an indication of a scam. Numerous trustworthy AI services are behind the paid plans. Ultimately, what counts is the transparency of the payment request and your certainty about which entity you are paying. If you encounter a suspicious payment request or believe you’ve been scammed, you can report the scam to the FTC.

Before you become a subscriber, make sure to do some investigating regarding:

• Developer name
• Subscription price
• Billing frequency
• Free-trial terms
• Cancellation method
• Privacy information of the app

Entering the payment details on an unfamiliar site just because an app instructed you to is extremely risky.

7. You Can’t Find the App Through the Official Website

This is one of the best ways to verify that the application you’re considering is legitimate. Rather than trying an AI app at random, first go to the official website of the company behind the AI technology. Look for ways to download their mobile apps on the page.

OpenAI, for instance, currently recommends that the user check both the official ChatGPT Android and iOS listings and verify that the app is published by OpenAI, as its support documentation does. Similarly, Anthropic’s technical guide identifies official channels for downloading the Claude app on iOS and Android, as well as the names of official mobile interfaces as Claude for Android and Claude app for iOS. For ChatGPT, you can also check OpenAI’s guidance for verifying official apps and communications.

Clicking on an app link in a randomly found advertisement, social media message, or search result is clearly not advised.

Here’s What to Look for When Verifying a ChatGPT App

If you are downloading ChatGPT, start by visiting the OpenAI website or the help center instead of some strange download site that you cannot recognize.

Currently, for Android, OpenAI advises the user to search for OpenAI ChatGPT on Google Play and check if the publisher is OpenAI.

In the case of the iPhone and iPad, OpenAI suggests similar steps for locating ChatGPT on the App Store, namely, the word search ” OpenAI ChatGPT” and checking the publisher as OpenAI.

​‍To sign in, first confirm this:

• Developer: OpenAI
• Product: ChatGPT
• Store: Google Play or Apple App Store
• Source: OpenAI’s official download guidance

Not any app with “ChatGPT” in the title is definitely the real ChatGPT.

How to Check whether a Claude App Is Real. The same approach applies to Claude

For Android users, Anthropic provides its official installation method via Google Play. Users are told here to look up “Claude by Anthropic.

iPhone and iPad users, however, follow the same logic. Anthropic’s App Store guide has them find the “Claude by Anthropic” app.

Among its listed official Claude interfaces are the web service, iOS app, Android app, desktop versions, Slack app, and API service.

If an app purports to be the original Claude but is by an unrecognizable developer to you, then, for example, don’t be in a hurry.

Don’t Forget Fake AI Web Pages. Fake AI apps are not just restricted to mobile stores. It is also possible for fraudsters to come up with fake web pages that copy the look of the major AI services on the web.

Be particularly alert if you get to an AI service via:

• Social-media postings
• Pop-up banners
• Mysterious e-mails
• Messages from strangers
• Search engines that look dodgy
• Forums where someone shared your favorite link
• Download sites

As you type your password or other information to access your account, double-check the web address carefully. Celebrated branding is misleading – if someone copies it well, then it becomes a trap.

However, a genuine logo and website do not automatically guarantee that you are visiting the authentic service. If you already have an account with an AI service, go directly to the service instead of clicking a strange link.

Steps after installing a suspicious AI application. Think of a situation in which you are convinced that the installed app is a fake AI one.

The first thing is not to panic.

Put a stop to using the application in any way.

You may proceed with these steps after that:

1. Remove the app completely if you don’t trust it anymore.
2. Go back through the permissions you gave to the app.
3. If you gave it your account password, change it immediately.
4. Enable two-factor authentication if it is available.
5. Inspect the payment account associated with the payment card in case the fake app prompted the user to enter payment information.
6. Search and see if there are unexpected subscription charges.
7. Execute safety checks that are already included as features on your device.
8. Alert the responsible app storefront about the fraudulent app if it exists.

In the event that you have recycled the password in your other accounts, change those passwords too. The most critical piece of advice is not to carry on using an application that doesn’t have an official appearance but still appears to function well.

Fake AI websites can be more dangerous than simply charging you money. Some can deliver malware when you try to download what appears to be an official AI application. KnowBe4 reported on a spoofed ChatGPT download site that was used to deliver malware.

The 30-Second Fake AI App Check

Before installing any AI app, run through this quick checklist:

1. Developer — Who actually made the app?
2. Name — Is the app claiming to be official?
3. Icon — Does it appear to copy another company’s branding?
4. Reviews — What are recent users saying?
5. Permissions — Does the app request access that makes sense?
6. Privacy — What information does the app collect?
7. Payment — Is the subscription clearly explained?
8. Official website — Can you find the app through the company’s official website?

If several answers make you uncomfortable, don’t install the app.

Frequently Asked Questions

Final Thoughts

Fake AI apps are likely to remain a problem as AI services become more popular. The safest approach isn’t to avoid AI apps altogether. Instead, slow down before installing one. Check the developer name, permissions, reviews, privacy information, payment terms, and official website.

For popular services such as ChatGPT and Claude, the simplest approach is to follow the companies’ own installation instructions rather than relying on an unfamiliar download link. A few seconds of checking can prevent you from handing your account, personal information, or payment details to the wrong app.