For many digital content creators and website publishers, building an online presence starts informally.

You find an interesting photograph, share a viral clip, comment on a trending story or create a page around a subject people enjoy following. The posts begin attracting attention. Engagement increases. Your audience grows.

Eventually, the project can become a business.

Revenue may come from advertising, sponsorships, affiliate marketing, subscriptions, memberships or the sale of digital products.

That is when the rules of the game change.

The content strategy that helped a page grow in its early days may not be appropriate for a commercial operation. A publisher can have thousands of followers, millions of impressions and a growing advertising business while still carrying significant risk if the content supporting that business belongs to someone else.

This is particularly important with photographs, videos, music, illustrations and other creative works.

The fact that something is publicly accessible on the internet does not mean it is free to use.

A photograph appearing in a search result may belong to a professional photographer. A video circulating widely on social media may belong to the person who originally recorded it. A graphic shared thousands of times may still be protected by copyright.

Sometimes unauthorized use goes unnoticed for a long time. That should not be interpreted as permission.

A rights holder may eventually discover the use, a platform’s automated systems may identify protected material, or a formal complaint may be filed.

For a monetized digital business, the consequences can extend beyond having a single post removed. Content disputes can consume time, damage relationships, affect distribution and, depending on the circumstances, put revenue at risk.

The solution is not to avoid all third-party material.

It is to understand what you are using, where it came from and whether you have the right to use it.

Here are the essential do’s and don’ts for creators and publishers building a sustainable digital business.

Who This Guide Is For

This guide is intended for independent digital publishers, website owners, social media page managers, bloggers, video creators and media entrepreneurs who generate or plan to generate revenue from their content.

That can include:

• Advertising networks such as Google AdSense and other digital advertising platforms
• Affiliate marketing and e-commerce, including product recommendations and referral programs
• Sponsorships and brand partnerships
• Subscriptions and memberships
• Digital products, courses, newsletters and other paid offerings
• Direct advertising sales

Whether you operate a personal website or manage a larger multi-platform publishing operation, understanding content rights is an important part of protecting the business you are building.

1. Build Around Original Content

DO: Build an Original Asset Library

The strongest foundation for a digital media business is content you have the right to control.

That could include original articles, photographs, videos, interviews, illustrations, graphics, podcasts, research and commentary.

Original content gives a publisher greater control over how material is distributed and repurposed.

An original article, for example, can become the basis for a newsletter, video script, social media discussion or podcast segment. An original photograph can be used across a website and its associated social channels, subject to any rights involving people or other protected material appearing in it.

Over time, this collection of original work becomes an important business asset.

It also helps establish something that is difficult to build through reposting alone: a recognizable publishing identity.

Readers may initially arrive because of a trending subject, but they are more likely to become loyal followers when they know what your publication adds to the conversation.

DON’T: Build Your Entire Business on Reposted Material

Reposting can be an easy way to fill a page, but it can also create a fragile business model.

If most of your traffic comes from photographs, videos or graphics created by other people, your business remains dependent on material you do not control.

A rights holder could object to its use. A platform could change its rules concerning reused content. A licensing arrangement could expire.

There is also a branding problem.

If your audience primarily follows your page for material produced elsewhere, it may be harder to establish what makes your publication different from hundreds of similar accounts.

Third-party content can have a legitimate place in publishing. But your long-term business should not depend entirely on what other people create.

2. Understand Visual Media and Licensing

DO: Verify the License Before Publishing

There are many legitimate ways to obtain photographs, illustrations, video and other visual assets.

Publishers can purchase stock licenses, commission photographers and designers, obtain direct permission from creators, or use material distributed under licenses that permit the intended use.

But licenses are not all the same.

Before using a third-party asset, establish what the license actually allows.

Ask:

• Does it permit commercial use?
• Is attribution required?
• Can the material be modified?
• Are there restrictions on redistribution?
• Does the license cover the platform where you intend to publish it?
• Are there additional conditions attached to the asset?

A creator should be able to explain why a particular image or video is being used, rather than simply saying that it was found online.

DON’T: Assume Search Engine Images Are Free

Search engines make it remarkably easy to find photographs.

That convenience can create a dangerous misunderstanding.

A search engine can help you locate an image, but finding an image does not normally give you ownership of it or permission to use it.

The same principle applies to photographs found on social media, blogs, news websites and other online publications.

Before downloading an image for a commercial project, identify its source and determine whether the owner has granted the necessary rights.

If you cannot establish that, finding another properly licensed image is often the better business decision.

3. Know the Difference Between Sharing and Re-Uploading

DO: Use Platform Features Appropriately

Social platforms provide built-in functions that allow users to share, embed or link to content.

Those functions can be useful because they are designed to preserve a connection to the original content and its source.

However, creators should not assume that every form of sharing is automatically permitted for every purpose. Platform functionality, copyright law and the rights granted by the original creator can involve different considerations.

The important distinction is that using a platform’s built-in sharing functionality is not necessarily the same thing as downloading somebody else’s file and uploading a separate copy to your own account.

When possible, understand how the platform’s sharing tools work and use them as intended.

DON’T: Treat Re-Uploading as the Same Thing as Sharing

Downloading another creator’s photograph or video and uploading it as your own post is a separate use of the material.

That distinction matters.

A video might be available to watch publicly while the underlying file remains protected. A photograph may be visible to everyone while the copyright remains with the photographer.

Before creating a new copy and distributing it commercially, establish that you have the necessary rights.

4. Don’t Confuse Attribution With Permission

DON’T: Assume Giving Credit Makes the Use Legal

“Credit to the owner.”

“Photo found on Facebook.”

“No copyright infringement intended.”

“All rights belong to the original owner.”

These statements are frequently seen alongside reposted content.

None of them should be treated as a substitute for permission or a license.

Attribution can be an important requirement where a particular license requires it. But simply naming the original creator does not automatically grant you the right to reproduce or commercially exploit the work.

If a photographer licenses an image on the condition that the photographer receives attribution, providing that attribution may be part of complying with the license.

That is very different from taking an image without permission and adding the photographer’s name afterward.

The safest approach is to establish the rights first and provide attribution as required.

5. Don’t Believe the “Few Seconds” Copyright Myth

A common claim circulating among creators is that using a very short portion of copyrighted material is automatically safe.

You may hear people say that five seconds of a song is acceptable, or that using a small section of a video cannot create a copyright problem.

There is no universal number of seconds that automatically makes copyrighted material permissible to use.

Legal exceptions such as fair use in the United States involve multiple factors. Other jurisdictions have their own rules and exceptions.

The amount of material used can be relevant, but it is not the only consideration.

The purpose of the use, the nature of the copyrighted work, the context and potential effect on the market can also matter.

Creators should therefore avoid building a content strategy around an arbitrary “safe” number of seconds.

6. Keep a Rights Paper Trail

DO: Document Where Your Content Came From

A growing digital publication should know where its important assets came from.

That does not require an elaborate corporate system.

A simple digital folder or content management process can be enough to keep track of:

• Stock photographs and their purchase receipts
• License agreements
• Written permissions from photographers and other creators
• Emails granting permission
• Freelancer or contractor agreements
• Creative Commons license information
• Original source pages and licensing documentation
• Records showing when and how an asset was obtained

This documentation becomes particularly useful if a question arises months after an asset was published.

Instead of trying to remember where an image came from, you can check the record.

For a commercial publisher, that small administrative habit can save considerable time.

7. Be Careful With Freelancer and Contractor Content

DO: Clarify Rights When Hiring Creators

Digital publishers increasingly work with freelance writers, photographers, videographers, graphic designers and other independent professionals.

Hiring someone to create material for your business does not necessarily mean every possible intellectual-property right has been transferred to you.

The agreement between the parties matters.

Before commissioning substantial work, clarify issues such as ownership, licensing, permitted uses, modification rights, exclusivity and payment.

This is particularly important when the content will become a long-term business asset.

A publisher should know whether it is buying ownership, receiving a license, or receiving some other set of rights.

For significant projects, a properly drafted agreement and professional legal advice can be worthwhile.

8. Treat Music as a Separate Copyright Issue

DO: Check Your Audio Sources

Music can be just as important as photographs and video when it comes to copyright.

A creator may legally own the video footage but still lack the rights to the song playing underneath it.

Music rights can involve different rights holders, including songwriters, publishers, performers and owners of sound recordings.

Platforms may also have their own music licensing arrangements and restrictions.

For commercial content, use music from a source that clearly provides the rights you need, and keep documentation where appropriate.

DON’T: Assume Background Music Is Automatically Safe

A song playing quietly in a shop, restaurant or public event does not automatically become free for a creator to use simply because the creator happened to record it.

The same applies to music deliberately added during editing.

Before publishing commercial video content, consider both the footage and the audio.

9. Don’t Ignore Copyright Complaints

DO: Investigate Quickly

If a photographer, publisher, musician, videographer or other rights holder contacts your business about an asset, investigate the issue rather than ignoring it.

Check your records.

Find out where the material came from.

Review the license or permission you relied upon.

Determine whether the complaint is legitimate and whether your actual use falls within the rights you were granted.

If you discover that you used material without the necessary rights, removing it may be an appropriate immediate step while you determine how to resolve the matter.

At the same time, creators should be cautious about fraudulent or abusive claims.

Not every threatening message is legitimate simply because it mentions copyright.

Verify the identity of the claimant and the basis of the claim, particularly before making payments or admitting liability.

For serious disputes, professional legal advice is appropriate.

10. Don’t Chase Virality at Any Cost

DO: Think Beyond the Next Viral Post

One of the biggest temptations in digital publishing is the desire to be first.

A celebrity photograph is trending.

A dramatic video is going viral.

A major event has just happened.

Hundreds of pages are publishing the material.

The pressure to join the rush can encourage poor decisions.

But traffic alone does not determine whether a piece of content is good for your business.

A post that generates hundreds of thousands of views may have little long-term value if it creates a copyright dispute or exposes your business to unnecessary risk.

Before publishing, ask a simple question:

Is this piece of content worth the risk?

If you cannot establish your right to use it, the answer may be no.

11. Build a Content Approval Process

DO: Create Simple Rules for Your Team

As a publication grows, more people may become involved in creating and publishing content.

That makes consistency important.

A basic content-rights checklist can prevent mistakes before they happen.

Before publishing a photograph, video, graphic or other third-party asset, ask:

Who created it?

Do we own it?

If we don’t own it, what gives us permission to use it?

Does that permission cover commercial use?

Are there attribution requirements?

Have we saved evidence of the license or permission?

These questions take only a few minutes.

Resolving a copyright dispute after publication can take considerably longer.

A Practical Content Rights Checklist

Before publishing third-party material, run through these questions:

• Ownership: Did we create the material ourselves?
• Source: Do we know where it originally came from?
• Permission: Do we have a license or written permission?
• Commercial use: Does that permission cover a monetized website or social account?
• Attribution: Does the license require credit?
• Modifications: Are we allowed to crop, edit or otherwise modify the material?
• Documentation: Have we saved the license, receipt or permission?
• Audio: Does the video contain music or other protected audio?
• Platform: Does the permission cover the platform where we intend to publish?
• Legal uncertainty: If the situation is complicated, have we sought appropriate professional advice?

If several of those questions cannot be answered, stop before publishing.

Build a Business You Can Control

The larger lesson goes beyond copyright.

A digital publication is a business asset.

Its domain name, audience, content library, reputation, social accounts and revenue relationships can all have significant value.

That value becomes harder to protect when the business depends heavily on material created by other people.

Original reporting, photography, video, commentary and analysis require more work than simply reposting something that is already going viral.

But original work can become a durable asset.

It can be updated, republished, distributed across different channels and incorporated into new products and services.

More importantly, it gives your brand something of its own.

That is especially important as the creator economy becomes increasingly competitive.

The Golden Rule: If You Didn’t Create It, Check It

There is a simple principle that can guide most publishing decisions:

If you didn’t create it, check your rights before using it commercially.

That does not mean every piece of third-party content is forbidden.

It means you should understand the basis for using it.

Perhaps you purchased a stock license.

Perhaps the creator gave you written permission.

Perhaps the material is distributed under a license that permits your intended use.

Perhaps a specific legal exception applies.

Whatever the situation, know why you are permitted to use the material.

Do not rely on the fact that other websites or social media pages are doing the same thing.

The internet can make widespread unauthorized use look normal.

It is not the number of people doing something that determines whether your particular use is authorized.

Final Thoughts

Building a profitable digital publication requires more than attracting traffic.

It requires building an asset that can survive changes in platforms, algorithms, audiences and business conditions.

Copyright compliance should therefore be viewed as part of business risk management—not simply as a legal issue.

Create original work whenever possible. Check the rights attached to material you did not create. Keep records of licenses and permissions. Be careful with photographs, videos and music. Give proper attribution where required. And when a copyright question is unclear, investigate before publishing rather than waiting for a dispute to force the issue.

The goal is not to eliminate every piece of third-party material from your publishing operation.

The goal is to know what you are using, understand why you are allowed to use it and build the majority of your business around assets you can legitimately control.

That is a much safer foundation for a digital business.

Disclaimer: This article provides general educational information for digital content creators and publishers. It is not legal advice. Copyright laws, licensing requirements and platform policies vary by jurisdiction, platform and individual circumstances. For specific legal questions or significant commercial disputes, consult a qualified intellectual-property attorney or other appropriate legal professional.

Your browser can reveal far more about your computer than you might realize.

A website can learn about your screen, browser, operating system, graphics capabilities and other technical characteristics simply because modern web applications need access to those features to work properly.

Those individual details may appear harmless. But when enough of them are combined, they can form what is known as a browser fingerprint—a technical profile that can make one browser environment distinguishable from another.

One of the less obvious fingerprinting techniques involves something most people associate with music and videos: audio.

Recent scrutiny of AliExpress has provided an unusual real-world example. A user reported that opening the shopping website caused multipoint Bluetooth headphones to behave differently, even though the page was not visibly playing music or video. An examination documented in the public uBlock Origin issue tracker identified hidden Web Audio processing associated with scripts named collina.js and fireyejs.js.

The case is useful not because it proves that every visitor to AliExpress is being tracked in the same way, but because it illustrates a broader privacy issue that affects the modern web: Web Audio can be used for purposes that are invisible to the user.

Understanding how the technology works can help you recognize suspicious browser behavior, investigate websites yourself and choose better privacy protections.

What is Web Audio?

The Web Audio API is a standard browser technology used to create and process audio.

It has many legitimate applications.

Music websites can use it to manipulate sound. Games can use it for effects. Audio applications can use it for mixing and processing. Developers can create visualizations, spatial audio and sophisticated sound effects.

According to MDN’s Web Audio API documentation, the technology works by creating an audio-processing environment called an AudioContext and connecting different audio-processing modules, known as nodes, into an audio graph.

A simplified audio graph might look like this:

Audio source → processing nodes → destination

The destination is normally the computer’s speakers or headphones when the user is supposed to hear something.

But Web Audio is also capable of processing audio without producing an obvious audible sound.

That distinction is important for understanding audio fingerprinting.

What is Web Audio fingerprinting?

Web Audio fingerprinting uses differences in how a browser and computer process audio as one possible signal for identifying a device or browser environment.

The underlying idea is relatively simple.

A website can generate a known digital signal and process it through the browser’s audio system. It can then examine the resulting data.

Different combinations of hardware, operating systems, browsers, drivers and other components can produce slightly different results.

Those differences may be small.

But fingerprinting generally does not depend on one characteristic.

Instead, audio information can be combined with other signals such as graphics rendering, screen dimensions, browser characteristics and hardware information.

The result can become considerably more distinctive than any individual signal.

Mozilla describes browser fingerprinting as the process of combining characteristics exposed by a browser and computer into a recognizable profile that can potentially be used without cookies.

How can audio be processed without you hearing it?

A useful way to understand the concept is to look at a simplified example.

The following JavaScript creates an audio-processing graph and sets the gain to zero:

const audioContext = new AudioContext(); const oscillator = audioContext.createOscillator(); const analyser = audioContext.createAnalyser(); const gain = audioContext.createGain(); gain.gain.value = 0; oscillator.connect(analyser); analyser.connect(gain); gain.connect(audioContext.destination); oscillator.start();

 

Important: This is a generic educational example created to explain the technology. It is not code extracted from AliExpress and should not be interpreted as evidence that AliExpress uses this exact implementation.

The example demonstrates an important characteristic of Web Audio.

The browser can create an audio-processing chain even when the gain is set to zero.

In practical terms, that means audio calculations can occur without the user hearing conventional playback.

The MDN documentation for AudioContext explains that an audio context represents an audio-processing graph containing connected audio modules.

This is precisely why the presence of Web Audio activity needs to be interpreted carefully.

AudioContext does not mean tracking.

A website may be using it for completely legitimate reasons.

The privacy concern arises when the technology is used to measure characteristics of the browser or device and those measurements become part of a fingerprint.

Web Audio fingerprinting is not microphone recording

This is perhaps the most important distinction to understand.

A website using Web Audio does not automatically have access to the sounds around you.

Web Audio can generate and manipulate audio inside the browser. Microphone access is a separate capability.

A website requesting access to a microphone is subject to browser permission controls.

Therefore, finding an AudioContext on a webpage does not mean that your microphone is recording.

Myth vs. Reality

MYTH: A silent Web Audio fingerprint means a website is secretly recording your conversations.

REALITY: Web Audio fingerprinting can generate and process audio inside the browser and measure characteristics of the resulting processing. That is different from recording ambient sound through a microphone.

This distinction matters because sensational descriptions of fingerprinting can make the technology sound more invasive than the evidence supports.

The privacy issue is serious enough without overstating it.

What happened with AliExpress?

The AliExpress case began with an unusual Bluetooth problem.

A user reported through the public uBlock Origin issue tracker that opening AliExpress caused multipoint Bluetooth headphones connected to both a computer and a phone to stop switching audio normally. Closing the AliExpress tab reportedly restored the expected behavior.

The report was particularly unusual because there was no obvious music player or video running on the page.

The user reported that muting the browser tab also did not solve the problem.

An examination of the page’s behavior identified AudioContext activity associated with two JavaScript resources:

• collina.js
• fireyejs.js

The reported resources were loaded from AliExpress’s assets.aliexpress-media.com infrastructure. The issue also included custom uBlock Origin filters that the reporter said restored the expected Bluetooth behavior in that particular setup.

That is an important piece of evidence, but it needs to be described accurately.

The public issue is a documented community investigation and reproduction, not an independent KSN Media laboratory test.

It also does not establish that every AliExpress visitor receives identical code, that every visitor is fingerprinted in the same way or that the information is necessarily used for advertising.

Those conclusions require additional evidence.

Why would a shopping website need fingerprinting?

Fingerprinting has legitimate security applications.

Online retailers have to deal with automated bots, fraudulent transactions, account abuse, scraping, fake accounts and attempts to bypass security systems.

A device or browser fingerprint can become one signal in a larger risk-assessment system.

For example, a service might notice that multiple suspicious sessions share an unusual combination of browser characteristics. That information could contribute to a decision about whether a transaction or login requires additional verification.

That does not mean fingerprinting is harmless.

The privacy question is what information is collected, why it is collected, how long it is retained, with whom it is shared and whether users have meaningful control over it.

A technique can have a legitimate security purpose and still deserve scrutiny from privacy researchers.

Audio is only one piece of a fingerprint

Modern fingerprinting rarely depends on a single characteristic.

A website may be able to observe or infer information involving:

• Browser type and version
• Operating system
• Screen dimensions
• Graphics capabilities
• WebGL behavior
• Canvas rendering
• CPU-related browser information
• Device memory
• Language settings
• Time-zone information
• Touch capabilities
• Media capabilities
• Web Audio behavior

When these signals are combined, the resulting browser environment can become more distinctive.

Firefox explains that the combination of operating-system, hardware, graphics and other characteristics can form a browser fingerprint that websites may use to recognize a browser even without traditional cookies.

That is why deleting cookies is not necessarily enough to eliminate fingerprinting.

Cookies are stored identifiers.

A fingerprint is derived from characteristics of the browser environment itself.

How to check what a website is doing

You do not need to be a cybersecurity professional to start examining a webpage.

Desktop browsers provide Developer Tools, which can show the resources and scripts requested by a webpage.

1. Open Developer Tools

On Windows, press:

F12

You can also right-click a webpage and select Inspect.

The exact layout differs between browsers, but the major tools are similar.

2. Open the Network panel

Select Network and reload the webpage.

The Network panel records files and other resources requested while the page loads and operates.

You can search for filenames or terms that appear unusual.

For example:

audio
fingerprint
canvas
webgl
AudioContext
collina
fireye

These searches are useful clues.

They are not proof of tracking.

3. Examine JavaScript resources

The Sources panel allows you to inspect JavaScript loaded by a webpage.

Minified or obfuscated JavaScript can be difficult to read. Large commercial websites commonly compress and bundle their code.

When investigating potential fingerprinting, you can search within loaded scripts for references to browser APIs such as:

AudioContext
OfflineAudioContext
AnalyserNode
OscillatorNode
Canvas
WebGL
navigator.hardwareConcurrency
navigator.deviceMemory

Again, context matters.

A game using WebGL is not necessarily tracking you.

A music application using AudioContext is behaving normally.

The purpose of the investigation is to understand how the APIs are being used, not to treat every technical browser feature as suspicious.

4. Examine outgoing requests

The Network panel can also help answer a more important question:

Is information being sent somewhere?

Look at requests made after a potentially identifying calculation occurs.

Pay attention to:

• Destination domain
• Request type
• Timing
• Request parameters
• POST requests
• Third-party destinations
• Repeated requests

Some data will be encoded or compressed, making it difficult to interpret without additional analysis.

An encoded request is not automatically evidence of tracking. Websites routinely encode data for ordinary technical reasons.

What Developer Tools cannot prove

This is where privacy investigations can easily go wrong.

Seeing:

AudioContext

does not prove:

“This website is fingerprinting me.”

Likewise:

Canvas + WebGL + AudioContext

does not automatically prove:

“This website is secretly tracking me.”

Those APIs have legitimate uses.

A proper technical investigation looks at the entire chain:

What is being created? → What is being measured? → What information is generated? → Where does that information go? → How is it used?

The final questions can be much harder to answer than simply identifying a JavaScript API.

How to reduce Web Audio fingerprinting

There is no single switch that makes fingerprinting disappear.

Instead, users can combine several privacy measures.

Use a browser with anti-fingerprinting protections

Brave has built-in fingerprinting defenses that include a technique called farbling.

According to Brave’s documentation, farbling introduces controlled randomization into certain fingerprintable browser outputs. The goal is to make the information less useful for creating a stable identifier while maintaining compatibility with ordinary websites.

Brave specifically documents protections against Canvas and Web Audio fingerprinting.

Brave’s fingerprinting protection documentation

Firefox also provides fingerprinting protection

Firefox takes a different approach to fingerprinting protection.

Mozilla says Firefox’s Enhanced Tracking Protection blocks known fingerprinters and limits information exposed to suspected fingerprinters.

Firefox’s protections have also expanded over time to address additional fingerprinting techniques.

Mozilla’s Firefox fingerprinting protection guide

Users should remember that stronger privacy settings can occasionally cause websites to behave differently.

That is a trade-off between compatibility and privacy.

Use a reputable content blocker

Content blockers can prevent known scripts from loading.

In the AliExpress case, the public uBlock Origin issue includes custom filters targeting the reported collina.js and fireyejs.js resources. The reporter said those filters restored the expected Bluetooth behavior in the tested setup.

That does not mean every user should immediately copy those filters.

Blocking a script can sometimes break website features, including security checks, authentication or checkout functions.

The safer approach is to use maintained filter lists and understand that custom filtering can produce unintended results.

uBlock Origin’s official GitHub project

A quick comparison of privacy defenses

Defense method	How it helps	Limitations
Brave	Uses built-in privacy protections, including fingerprint randomization, to make browser characteristics less useful as stable identifiers.	Some sites may behave differently when protections are aggressive.
Firefox	Blocks known fingerprinters and limits information available to suspected fingerprinters.	Stronger privacy configurations can occasionally affect compatibility.
Content blockers	Can prevent known tracking or fingerprinting resources from loading.	Blocking security-related scripts can sometimes break site functions.
Separate browser profiles	Separates cookies, storage and browsing data between activities.	Does not eliminate fingerprinting by itself.

No single method is perfect.

The goal is to make persistent identification more difficult while keeping the websites you actually need functional.

Does private browsing stop fingerprinting?

No.

Private or incognito browsing is primarily designed to limit what is stored locally after a browsing session.

It does not magically make your browser invisible to websites.

Mozilla specifically notes that fingerprinting can be used to recognize browsers even when cookies are blocked or private browsing is being used.

This is one reason privacy-conscious users should distinguish between:

local privacy

and

online tracking protection.

They overlap, but they are not the same thing.

Does a fingerprint reveal your identity?

Not necessarily.

A fingerprint describes characteristics of a browser and computing environment.

It does not automatically contain your name, home address or telephone number.

However, a company may already know your identity if you are logged into an account. It may also have other information such as cookies, IP addresses or account activity.

When multiple identifiers are combined, a technical fingerprint can become more useful for recognizing a particular user or device.

That is why fingerprinting is a privacy concern even though a fingerprint is not itself a conventional identity document.

What we know—and what we do not know

The distinction between evidence and assumption is particularly important when discussing the AliExpress case.

What is documented

A public uBlock Origin issue reports that opening AliExpress created hidden Web Audio graphs that appeared to keep the desktop audio path active in the reporter’s setup. The report documents AudioContext creation and connections associated with collina.js and fireyejs.js.

The same issue includes custom filters that the reporter said resolved the Bluetooth behavior in that environment.

Web Audio is also a legitimate browser technology with many ordinary uses, while Web Audio and other browser characteristics can contribute to fingerprinting.

What the public evidence does not establish

The available evidence does not, by itself, establish that:

• Every AliExpress visitor experiences the same behavior.
• Every visitor receives identical scripts.
• Every fingerprint uniquely identifies an individual person.
• The information is necessarily used for advertising.
• The data is retained for a particular period.
• AliExpress is following users across every website they visit.
• The scripts are recording conversations through a microphone.

Those are separate claims that would require separate evidence.

That distinction is important because responsible technology reporting should not turn a technical observation into a conclusion that the evidence cannot support.

A practical privacy checklist

If you want to make browser fingerprinting more difficult, start with these basic steps:

• Keep your browser updated.
• Use a browser with built-in anti-fingerprinting protections.
• Keep reputable tracking protection enabled.
• Use a maintained content blocker.
• Avoid installing unknown browser extensions.
• Review microphone, camera and location permissions.
• Consider separate browser profiles for different activities.
• Remember that private browsing does not eliminate fingerprinting.
• Do not assume that every use of Web Audio, Canvas or WebGL is malicious.
• Investigate unusual behavior before blocking scripts manually.

The bigger privacy lesson

The days when online tracking was mostly about cookies are long gone.

Today’s browser is a sophisticated software platform.

A webpage can use APIs designed for audio, graphics, communications, video and interactive applications. Those capabilities make the modern web powerful, but they also create new surfaces that can potentially reveal information about the device running the browser.

Web Audio fingerprinting is one example.

The AliExpress case is particularly useful because a seemingly unrelated Bluetooth problem provided a clue that something was happening in the background. But the larger lesson extends well beyond one shopping platform.

Web Audio itself is not the problem.

The technology has legitimate and important uses.

The privacy concern begins when technical capabilities are combined to create a persistent or highly distinctive picture of a user’s browser environment without meaningful transparency or control.

For ordinary internet users, the answer is not to become afraid of every JavaScript API.

It is to become more informed.

Learning how Developer Tools work, understanding what browser fingerprinting means and using browsers with stronger privacy protections can give users more control over what websites are able to learn about their devices.

And when a privacy story involves a specific website, the most responsible approach is to distinguish between what has actually been observed, what has been independently reproduced and what remains unknown.

That is ultimately the most useful lesson from the Web Audio fingerprinting debate: online privacy is not just about what a website can see. It is also about whether users can understand what is happening and make meaningful choices about it.

Editorial note

KSN Media uses the AliExpress/uBlock Origin case in this article as an example of how Web Audio activity and browser fingerprinting can intersect. KSN Media did not independently reproduce the reported AliExpress Bluetooth behavior and does not present the community investigation as its own test.

The AliExpress-specific technical observations cited here come from the publicly available uBlock Origin issue tracker. The broader explanations of Web Audio and browser fingerprinting are supported by browser and developer documentation, including MDN’s Web Audio API reference, Mozilla’s fingerprinting protection documentation and Brave’s published explanation of its fingerprinting defenses.

Starting an online business from home has become more accessible as digital tools continue to improve.

Artificial intelligence can now help a solo entrepreneur research a business idea, organize information, write marketing material, build workflows and handle some repetitive tasks without immediately hiring a large team.

But there is an important distinction between using AI to build a business and selling the idea that AI itself will make you rich.

The U.S. Federal Trade Commission has taken action against several companies accused of making deceptive claims about AI-powered business opportunities and potential earnings. In one case, the FTC said a company promoted an AI-powered system with claims about substantial earnings and refund guarantees. The agency announced a settlement in 2026 that banned the company from marketing business opportunities and prohibited unsupported earnings claims. Read the FTC’s Air AI case

The lesson is simple: AI can be a powerful business tool, but it is not a substitute for a viable product, paying customers and sound business decisions.

If you want to build an online business from home, here are 10 practical steps to consider.

1. Start With a Problem People Will Pay to Solve

Don’t begin with the question, “What can I do with AI?”

Begin with:

“What problem can I solve for a customer?”

That shift can make a major difference.

A business might help a local company create marketing material, help a professional organize information, provide specialized consulting, sell digital products or offer services that save customers time.

The U.S. Small Business Administration recommends conducting market research and competitive analysis before launching a business. Market research can help determine whether there is demand for a product or service, while competitive analysis can reveal opportunities and potential barriers. SBA: Market Research and Competitive Analysis

AI can help you brainstorm possible customer problems and organize your research.

But don’t stop there.

Talk to potential customers. Search for competitors. Examine reviews. Find out what people are already paying for similar products or services.

The goal is to find evidence that the problem is real.

2. Use AI to Research the Market

Once you have a potential business idea, investigate the market before spending significant money.

AI can help you create a research framework by generating questions such as:

• Who is the target customer?
• What problem are they experiencing?
• What solutions already exist?
• What do competing businesses charge?
• What complaints do customers have about existing products?
• Where do potential customers look for solutions?

You should independently verify the information produced by AI.

The SBA says direct research can include surveys, questionnaires, focus groups and in-depth interviews. It also recommends examining factors such as demand, market size, customer characteristics and the competitive environment. SBA’s market-research guidance

AI can help you organize the investigation.

It should not be the investigation itself.

3. Choose a Business Model You Can Actually Operate

There are many ways to build an online business.

You could sell:

• Professional services
• Consulting
• Digital products
• Online courses
• Memberships
• Physical products
• Specialized information
• Creative services

For someone starting from home with limited capital, a service business can sometimes be simpler than building a large inventory-based operation.

For example, someone with writing experience could offer content services. A designer could provide branding packages. A person with expertise in a particular field could offer consulting.

AI can assist with research, brainstorming, drafting, data analysis and other repetitive work.

But you still need to deliver something customers consider valuable.

Before launching, answer four questions:

Who is the customer?

What am I selling?

Why would they buy it?

How much will it cost me to deliver?

If you cannot answer those questions, the business idea probably needs more work.

4. Create Your Business Name and Basic Brand

Once you’ve established that the idea has potential, create a business identity.

AI can help brainstorm:

• Business names
• Taglines
• Brand descriptions
• Website copy
• Product descriptions
• Marketing concepts
• Frequently asked questions

But don’t assume a name is available simply because an AI tool suggested it.

Search business registrations, domain names and relevant social-media platforms. Depending on where you operate and what your business does, you may also need licenses, permits or other registrations.

The SBA’s business guide covers important startup steps including choosing a business structure, selecting a business name, registering the business and obtaining applicable tax identification numbers. SBA Business Guide

For U.S. entrepreneurs, requirements can vary by state and locality.

The IRS also maintains guidance for people starting businesses, covering issues such as business structures, employer identification numbers, federal taxes and recordkeeping. IRS: Starting a Business

5. Build a Simple Website

You don’t need a complicated website to begin.

A basic business website should make it immediately clear:

• What you do
• Who you help
• What you sell
• Why customers should consider you
• How customers can contact you
• How they can purchase or request your service

AI can help you organize the website and produce a first draft of the copy.

But read everything before publishing it.

AI systems can produce incorrect information, unsupported claims or language that doesn’t accurately describe your business.

Your website represents your company.

The final responsibility for what appears on it belongs to you.

6. Use AI to Make Marketing Easier

Marketing is one area where AI can potentially save a small business owner considerable time.

A single piece of information about your product could be adapted into several marketing formats:

• A website description
• An email
• A social-media post
• A short video script
• A customer FAQ
• A blog article
• An advertising concept

The important thing is to use AI for assistance, not deception.

Don’t ask an AI system to invent customer testimonials, product results or earnings figures.

Don’t publish claims simply because an AI tool generated them.

The FTC has repeatedly pursued companies over deceptive claims involving online business opportunities and artificial intelligence. In a separate case involving Click Profit, the agency alleged that consumers were promised large amounts of “passive income” from AI-powered online storefronts. The resulting action led to permanent bans from selling business opportunities. FTC: Click Profit case

Your marketing should be based on claims you can substantiate.

7. Get Your First Customers

AI can help you prepare a sales strategy.

It cannot guarantee that anyone will buy from you.

Your first customers may come from people you already know, local businesses, professional networks, social media, referrals or useful content you publish online.

Instead of sending hundreds of identical AI-generated messages, identify a smaller number of potential customers and learn about their businesses.

Then explain specifically how your product or service could help them.

For example, instead of saying:

“We use advanced AI to transform your business.”

you might say:

“I help small restaurants create a month’s worth of social-media content so their owners don’t have to spend hours writing posts.”

The second statement explains the problem and the solution.

That is what customers need to understand.

8. Automate Repetitive Tasks

Once the business starts operating, identify tasks that consume time without requiring much judgment.

AI and automation can potentially assist with:

• Drafting routine emails
• Organizing customer questions
• Creating content calendars
• Summarizing documents
• Preparing reports
• Generating ideas
• Scheduling routine communications
• Organizing internal information

The objective isn’t to eliminate human involvement.

It is to give the business owner more time for work that requires judgment, creativity and relationships.

You should also be careful about entering sensitive customer information into AI systems or other third-party services. Consider what information is necessary before adding it to an automated workflow.

9. Protect Your Business From Cyberattacks

A home-based business still needs cybersecurity.

Your business email, website, cloud storage, social-media accounts and financial systems can all become targets.

One of the simplest improvements is enabling multifactor authentication, or MFA.

The Cybersecurity and Infrastructure Security Agency recommends that small and medium-sized businesses require MFA wherever possible and use the strongest available authentication methods, particularly for accounts with sensitive or administrative access. CISA: Require Multifactor Authentication

At a minimum, consider using:

• Strong, unique passwords
• A password manager
• Multifactor authentication
• Regular software updates
• Secure backups
• Separate business and personal accounts
• Careful verification of unexpected payment requests

Cybersecurity should not be treated as an issue for large corporations only.

For a one-person business, losing access to an email account or payment system could be devastating.

10. Track Your Money From Day One

A business can generate sales and still lose money.

That’s why tracking income and expenses is essential.

Keep records of:

• Sales
• Business expenses
• Software subscriptions
• Advertising costs
• Contractor payments
• Banking transactions
• Other costs associated with operating the business

The IRS says good records can help business owners monitor their progress, identify sources of income, track deductible expenses, prepare financial statements and support information reported on tax returns. IRS: Recordkeeping

The IRS also says businesses can use electronic recordkeeping systems as long as the records are complete and accurate and accessible when required. IRS: Recording Business Transactions

Don’t wait until tax season to discover that you don’t know how much money your business actually made.

Track the numbers continuously.

What AI Cannot Do for You

This may be the most important part of the entire process.

AI can help you work faster.

It cannot guarantee:

• Customers
• Revenue
• Profit
• Business growth
• Market demand
• Successful advertising

Anyone promising that AI can automatically produce easy or guaranteed income should be approached cautiously.

The FTC has specifically targeted business-opportunity companies accused of using AI-related claims to sell expensive programs while promising substantial earnings.

In 2025, the agency announced action against Ascend Ecom, alleging that its operators used claims about AI-powered tools and quick “passive income” to sell online business opportunities. FTC: Ascend Ecom case

That doesn’t mean AI isn’t valuable.

It means the value should be measured by what the technology actually helps you accomplish—not by promises of effortless wealth.

Start Small and Let the Business Prove Itself

The biggest advantage of AI for a new entrepreneur may not be the ability to create a huge company overnight.

It may be the ability to accomplish more with fewer resources.

One person can use AI to research an idea, organize information, draft a website, prepare marketing material and streamline repetitive tasks.

That can free up time for the things technology cannot easily replace: understanding customers, building relationships, making decisions and delivering a product or service that people actually value.

The SBA’s own startup guidance emphasizes planning, market research, startup costs, business structure and the practical steps required to launch and manage a business. SBA Business Guide

So start small.

Choose one problem.

Find one type of customer.

Build one useful solution.

Get your first paying customer.

Then improve the business based on what you learn.

AI can give you leverage.

It is still your job to build the business.

The Bottom Line

Starting an online business from home is more accessible than it once was, and AI can make many tasks faster and less expensive.

But technology doesn’t eliminate the fundamentals of entrepreneurship.

You still need a customer.

You still need a useful product or service.

You still need to understand your market.

And you still need to manage the money, protect your business and deliver what you promised.

The entrepreneurs most likely to benefit from AI may not be those looking for a shortcut.

They may be the ones who use it as a tool to become more productive, more competitive and better equipped to solve real problems.

Looking for more practical ways to use technology to build a business, make money or work more efficiently? Keep following KSNMedia.com for technology, business and digital-economy guides designed for real-world use.