Fake testimonials, screenshots and misleading advertisements

In simple terms

Investment adverts rarely argue. They show. A smiling customer, a screenshot of a trading account deep in profit, a wall of five-star reviews, a young trader beside an expensive car. The message is: people like you are making money with us, so you will too.

This lesson is about why that kind of "proof" deserves suspicion. Some of it is simply fake. Much of the rest is real but chosen, so it shows you the exceptions rather than the typical result.

How the evidence is manufactured

Edited screenshots. A screenshot is a picture. Numbers in it can be changed in seconds with free tools, and apps exist whose only purpose is to produce realistic-looking trading screens.

Demo and fake accounts. Many trading platforms offer practice accounts with pretend money. A screenshot from one looks almost identical to a real account. Fake trading apps, used in some frauds, show whatever balance the fraudster chooses.

Invented or paid testimonials. Reviews and videos can be written by the seller, bought from people paid to post them, or recorded by actors. Large follower counts and view counts can be bought too.

"Our students' results." Results pages typically show a handful of winning trades. You are not told how many students there were, how many trades they made, or how many lost money.

Why even honest testimonials prove little

Suppose every testimonial on a page is genuine. It can still mislead badly.

This is survivorship bias: judging by those who succeeded and stayed visible, and ignoring those who did not. Choosing only the evidence that supports a claim is called cherry-picking. A testimonial tells you that one person had one experience, not what is likely for you.

The techniques adverts use

Look for these patterns. Each one borrows trust without giving evidence.

• Lifestyle images. Cars, holidays and luxury flats suggest wealth from trading. They prove nothing about where the money came from, and are often rented, borrowed or the result of selling courses.
• Social proof. "Join 2 lakh traders", follower counts, crowded live sessions. Popularity is not skill, and numbers can be bought.
• Borrowed authority. Celebrity faces, news channel logos, "as seen on TV", or official-looking seals. Fraudsters regularly use deepfake videos and the logos of real organisations without permission.
• Urgency. "Only 10 seats left", "offer ends tonight". Pressure to act fast is designed to stop you checking.
• Precise-sounding claims. "87.3% accuracy" sounds measured. Ask: accuracy of what, over which period, measured by whom?
• Promised returns. "Earn ₹5,000 a day", "assured monthly income". Share prices cannot be controlled, so returns from them cannot be promised.

Registered investment advisers and research analysts must follow SEBI's rules, which do not allow them to promise returns. So a promised return either comes from someone unregistered or from someone breaking the rules. Either way, it is a reason to walk away.

Questions that turn a claim into a check

When an advert makes a claim about performance, ask:

1. Is this a complete record? Every trade or every student, not a selection.
2. Who measured it? The seller, or someone independent?
3. Over what period? A good few months says little; most strategies have good and bad years.
4. After all costs? Brokerage, taxes, subscription fees and the course price itself.
5. Real money or hypothetical? "Would have made" is not "made".
6. Who is selling, and are they registered? Check SEBI's registers yourself, as the verify and report lesson explains.
7. How does the seller earn? If the money comes from selling courses, subscriptions or referrals, the seller does well whether or not you do.

If the seller cannot or will not answer, you have learnt something important.

Why it matters

Fake and selected evidence is the engine of most investment marketing aimed at beginners. It works because it feels like proof, and because the people shown look like the people watching. Learning to ask "what am I not being shown?" protects you from a whole category of losses, from expensive courses that teach little to outright fraud.

Limitations

Not every advert with testimonials is dishonest, and not every course is worthless. Some educators are open about the risks and do not claim results they cannot show. But the format itself is weak evidence, honest or not. Even a complete, audited record of past results does not guarantee future ones; it only tells you what actually happened.

Common mistakes

• Treating a screenshot as proof. It is a picture, and pictures are easy to change.
• Being reassured by numbers of reviews or followers. Both can be bought.
• Assuming a celebrity or news logo means endorsement. Logos and faces are often used without permission, sometimes in deepfake videos.
• Forgetting the denominator. Forty success stories mean little if you do not know how many people tried.
• Paying because the offer is about to expire. Genuine opportunities rarely vanish overnight.

Try it yourself

Find one investment or trading advert on social media, without clicking any links in it.

1. List every piece of "evidence" it uses: screenshots, testimonials, images, numbers.
2. For each, write down what it does not show.
3. Check whether the person or firm behind it appears on SEBI's register, reaching SEBI's website yourself.
4. Use the promised return calculator on any return the advert promises, and see what it would mean over a few years.