#Fact Check: Viral Smoke Video Is Not From Israel-Iran Conflict, But Mexico Casino Fire

In recent months, conversations around the possible shortage of liquefied petroleum gas (LPG), a basic cooking fuel in Indian households, have quietly resurfaced across the country. From whispers in local markets to viral messages circulating on social media, concerns about LPG availability began to take hold in the public imagination. Though the immediacy of the situation has since faded, its echoes remain, reminding us how quickly uncertainty can spread. Like a ripple across still water, a single rumour can travel far, gathering force as it moves and blurring the line between perception and reality. 

Against this backdrop, in April 2026, reports began circulating about a potential LPG shortage. The Union Government moved quickly to counter what it identified as misinformation, emphasising that supply remained stable and urging citizens not to engage in panic buying.  A noticeable disconnect emerged between official communication and public perception. Across different regions, signs of anxiety-driven behaviour became evident. Instances of panic buying and hoarding increased, law enforcement agencies conducted raids to address such actions, and opportunistic thefts were reported, often exploiting widespread concern. These incidents highlight how misinformation, even when addressed promptly, can continue to shape public behaviour. 

It is worth noting that rising prices also played a role in shaping public response, as increases in LPG rates contributed to a sense of urgency among consumers. Therefore, the surge in panic buying cannot be attributed solely to misinformation, but rather to a combination of economic pressures and perceived scarcity.

‍

Misinformation Ecosystem - From Rumours to Behaviour
‍

The spread of misinformation is occurring at an unprecedented pace and is, in large part, driven by the viral nature of social media. Digital platforms not only enable the rapid dissemination of information but also allow it to be amplified in ways that would not be possible through traditional media outlets. Often, the drive for virality outweighs any concern for accuracy, meaning that many individuals who spread misinformation are motivated more by the pursuit of attention than by any ideological agenda. Recent arrests of individuals involved in spreading misinformation about LPG and petrol shortages, much of which went viral, suggest that misinformation today is frequently driven by the desire for visibility rather than ideological motives. The information being circulated has largely followed a similar pattern, focusing on fears of an LPG shortage, expectations of price increases, and concerns about supply disruptions. Even though this information has not been verified, it has triggered behavioural responses among individuals. In several areas, including parts of Uttar Pradesh and Goa, the spread of misinformation through social media has led to panic buying, despite official assurances that there would be sufficient LPG supply to meet demand. 

‍

The impact of panic buying, and its associated misinformation, has already been seen in multiple sectors; these increased demands have placed pressure on the distribution network, leading to disruptions in access, as well as being out of stock of certain products. In many cases, commercial users of products (especially restaurants) have experienced significant disruption, threatening their continued operations, and industry representatives have alerted others about the inconsistent supply of commercial cylinders; likewise, consumers (households) are beginning to switch to alternative products (e.g., induction cooking) as a reflection of the anticipatory mindset to address the uncertainty created through perceptions of Product Scarcity.
‍

‍

State Response: Managing Misinformation or Behaviour?
‍

‍

The government has taken a variety of approaches, from advisories and enforcement actions to communicating with citizens indirectly. For example, State Governments have been directed to combat misinformation, monitor supply chains and take action against hoarding and black market activity. There has been a significant increase in the level of large- scale enforcement activity, with over 3,700 raids carried out to crack down on hoarding and black marketing related to LPG, in addition to confiscating cylinders and issuing penalties to those who break the law. In addition, the authorities have also focused on maintaining regular communication with the public in order to reassure them about the supply of LPG and fuel stability.

‍

Geopolitical Context: Why Rumours Are Believable
‍

Understanding today’s panic requires an understanding of the global environment: i.e., due to the ongoing conflict in West Asia, the energy markets are unstable, and energy supply is uncertain not only in West Asia but across a large part of the world. Even if domestic supply remains stable, public perception is affected by global instability. A clear example of this can be seen in neighbouring countries to India; Pakistan has seen significant increases in the cost of fuel, implemented measures such as reducing the number of days individuals work each week, and has created public support mechanisms; Bangladesh has imposed restrictions on the use of energy, has shortened the number of hours individuals can operate businesses each day, and has restricted the total amount of energy used; Sri Lanka has begun to ration fuel, and to increase the price of petrol; and Nepal has reduced the numbers of days individuals may work each week, and has adjusted supply.

‍

All of these examples are not isolated instances, but are markers of a common regional environment. As we live in a global community that is connected in many ways, these developments will quickly affect public expectations everywhere. Therefore, for consumers in India, seeing evidence of rationing of fuel and shortages of fuel in neighbouring countries increases their belief that these types of problems could occur in their country.

‍

Critical Perspective: Between Panic and Precaution
‍

The LPG incident has brought about questions surrounding the nature of misinformation in terms of its definition & regulation. One of the main concerns is whether or not "misinformation" is being cast too widely. To be sure, false claims need to be addressed; however, not everything that is responded to publicly is based on untrue facts, as many times public responses are based on perceived risk via global and/or local incidents that occur. Perhaps the greatest challenge is the difficulty in differentiating precaution and panic. People’s memories of the COVID-19 pandemic are fresh in their minds and will serve to influence their behaviours moving onward, in that many people are stockpiling or preparing for uncertainty not out of irrational fear, but as an anticipatory response to their prior experiences.

‍

Conclusion
‍

The Indian LPG "crisis" is not so much a problem with actual supply chain breakdown as it is a result of how information and behaviour are connected through perception. This cohabitating environment of panic buying, law enforcement, and government assurance demonstrates an evident disconnect and gap between how governments present a narrative and how the public responds. While there is some role of misinformation within this discourse, the misinformation itself extends beyond any or all false claims about LPG supply and operates within a greater ecosystem of global uncertainty and personal experience.  As such, and because of this, perception becomes an incredibly strong force in itself that produces true economic consequences.

‍

Reference
‍

1. https://www.pib.gov.in/PressReleasePage.aspx?PRID=2248640&utm_source&reg=3&lang=2 
2. https://www.pmindia.gov.in/en/news_updates/pm-addresses-the-lok-sabha-on-the-ongoing-conflict-in-west-asia/ 
3. https://www.ndtv.com/delhi-news/iran-war-middle-east-conflict-why-the-lpg-crisis-is-forcing-migrants-to-quietly-leave-delhi-11313629 
4. https://timesofindia.indiatimes.com/city/bareilly/thieves-steal-108-lpg-cylinders-from-godown-in-up/articleshow/130035518.cms 
5. https://indianexpress.com/article/india/arrested-rumours-lpg-petrol-shortage-police-chasing-views-10614193/ 
6. https://www.hindustantimes.com/cities/lucknow-news/social-media-rumours-fuel-panic-buying-in-some-up-districts-situation-normal-in-lucknow-101774465353107.html 
7. https://timesofindia.indiatimes.com/city/goa/fear-of-shortage-price-rise-fuels-panic-buying-across-goa/articleshow/129810144.cms 
8. https://www.news18.com/cities/new-delhi-news/online-rumours-offline-rush-panic-buying-sweeps-petrol-pumps-across-cities-whats-the-truth-ws-ln-9995684.html 
9. https://m.economictimes.com/news/india/3700-raids-conducted-across-country-to-wipe-out-lpg-black-marketing-says-centre/articleshow/130025232.cms 
10. https://www.reuters.com/business/energy/induction-stoves-fly-off-shelves-india-gas-shortage-fears-spark-panic-buying-2026-03-12/ 
11. https://www.ndtv.com/india-news/restaurant-body-warns-of-closures-over-commercial-lpg-supply-concerns-writes-to-minister-11194418 
12. https://www.freepressjournal.in/mumbai/fpj-dialogue-we-are-getting-only-1-cylinder-instead-of-10-says-ahar-president-vijay-shetty-on-mumbai-lpg-crisis 
13. https://www.hindustantimes.com/world-news/fuel-cuts-wfh-and-more-how-indias-neighbours-are-dealing-with-global-energy-crisis-triggered-by-us-iran-war-101775397199941.html 
14. https://www.abc.net.au/news/2026-03-30/four-step-fuel-supply-plan-national-cabinet-fuel-crisis/106512706 ‍
15. https://tribune.net.ph/2026/04/07/philippines-scrambles-as-regional-oil-crisis-hits

Introduction

The unprecedented rise of social media, challenges with regional languages, and the heavy use of messaging apps like WhatsApp have all led to an increase in misinformation in India. False stories spread quickly and can cause significant harm, like political propaganda and health-related mis/misinformation. Programs that teach people how to use social media responsibly and attempt to check facts are essential, but they do not always connect with people deeply. Reading stories, attending lectures, and using tools that check facts are standard passive learning methods used in traditional media literacy programs. 

Adding game-like features to non-game settings is called "gamification," it could be a new and interesting way to answer this question. Gamification involves engaging people by making them active players instead of just passive consumers of information. Research shows that interactive learning improves interest, thinking skills, and memory. People can learn to recognise fake news safely by turning fact-checking into a game before encountering it in real life. A study by Roozenbeek and van der Linden (2019) showed that playing misinformation games can significantly enhance people's capacity to recognise and avoid false information.

Several misinformation-related games have been successfully implemented worldwide:

• The Bad News Game – This browser-based game by Cambridge University lets players step into the shoes of a fake news creator, teaching them how misinformation is crafted and spread (Roozenbeek & van der Linden, 2019).
• Factitious – A quiz game where users swipe left or right to decide whether a news headline is real or fake (Guess et al., 2020).
• Go Viral! – A game designed to inoculate people against COVID-19 misinformation by simulating the tactics used by fake news peddlers (van der Linden et al., 2020).

For programs to effectively combat misinformation in India, they must consider factors such as the responsible use of smartphones, evolving language trends, and common misinformation patterns in the country. Here are some key aspects to keep in mind:

1. Vernacular Languages

There should be games in Hindi, Tamil, Bengali, Telugu, and other major languages since that is how rumours spread in different areas and diverse cultural contexts. AI voice conversation and translation can help reduce literacy differences. Research shows that people are more likely to engage with and trust information in their native language (Pennycook & Rand, 2019).

2. Games Based on WhatsApp

Interactive tests and chatbot-powered games can educate consumers directly within the app they use most frequently since WhatsApp is a significant hub for false information. A game with a WhatsApp-like interface where players may feel like they are in real life, having to decide whether to avoid, check the facts of, or forward messages that are going viral could be helpful in India.

3. Detecting False Information

As part of a mobile-friendly game, players can pretend to be reporters or fact-checkers and have to prove stories that are going viral. They can do the same with real-life tools like reverse picture searches or reliable websites that check facts. Research shows that doing interactive tasks to find fake news makes people more aware of it over time (Lewandowsky et al., 2017).

4. Reward-Based Participation

Participation could be increased by providing rewards for finishing misleading challenges, such as badges, diplomas, or even incentives on mobile data. This might be easier to do if there are relationships with phone companies. Reward-based learning has made people more interested and motivated in digital literacy classes (Deterding et al., 2011).

5. Universities and Schools 

Educational institutions can help people spot false information by adding game-like elements to their lessons. Hamari et al. (2014) say that students are more likely to join and remember what they learn when there are competitive and interactive parts to the learning. Misinformation games can be used in media studies classes at schools and universities by using models to teach students how to check sources, spot bias, and understand the psychological tricks that misinformation campaigns use.

What Artificial Intelligence Can Do for Gamification

Artificial intelligence can tailor learning experiences to each player in false games. AI-powered misinformation detection bots could lead participants through situations tailored to their learning level, ensuring they are consistently challenged. Recent natural language processing (NLP) developments enable AI to identify nuanced misinformation patterns and adjust gameplay accordingly (Zellers et al., 2019). This could be especially helpful in India, where fake news is spread differently depending on the language and area.

Possible Opportunities

Augmented reality (AR) scavenger hunts for misinformation, interactive misinformation events, and educational misinformation tournaments are all examples of games that help fight misinformation. India can help millions, especially young people, think critically and combat the spread of false information by making media literacy fun and interesting. Using Artificial Intelligence (AI) in gamified treatments for misinformation could be a fascinating area of study in the future. AI-powered bots could mimic real-time cases of misinformation and give quick feedback, which would help students learn more.

Problems and Moral Consequences

While gaming is an interesting way to fight false information, it also comes with some problems that you should think about:

• Ethical Concerns: Games that try to imitate how fake news spreads must ensure players do not learn how to spread false information by accident.
• Scalability: Although worldwide misinformation initiatives exist, developing and expanding localised versions for India's varied language and cultural contexts provide significant challenges.
• Assessing Impact: There is a necessity for rigorous research approaches to evaluate the efficacy of gamified treatments in altering misinformation-related behaviours, keeping cultural and socio-economic contexts in the picture.

Conclusion 

A gamified approach can serve as an effective tool in India's fight against misinformation. By integrating game elements into digital literacy programs, it can encourage critical thinking and help people recognize misinformation more effectively. The goal is to scale these efforts, collaborate with educators, and leverage India's rapidly evolving technology to make fact-checking a regular practice rather than an occasional concern.

As technology and misinformation evolve, so must the strategies to counter them. A coordinated and multifaceted approach, one that involves active participation from netizens, strict platform guidelines, fact-checking initiatives, and support from expert organizations that proactively prebunk and debunk misinformation can be a strong way forward.

References

• Deterding, S., Dixon, D., Khaled, R., & Nacke, L. (2011). From game design elements to gamefulness: defining "gamification". Proceedings of the 15th International Academic MindTrek Conference.
• Guess, A., Nagler, J., & Tucker, J. (2020). Less than you think: Prevalence and predictors of fake news dissemination on Facebook. Science Advances.
• Hamari, J., Koivisto, J., & Sarsa, H. (2014). Does gamification work?—A literature review of empirical studies on gamification. Proceedings of the 47th Hawaii International Conference on System Sciences.
• Lewandowsky, S., Ecker, U. K., & Cook, J. (2017). Beyond misinformation: Understanding and coping with the “post-truth” era. Journal of Applied Research in Memory and Cognition.
• Pennycook, G., & Rand, D. G. (2019). Fighting misinformation on social media using “accuracy prompts”. Nature Human Behaviour.
• Roozenbeek, J., & van der Linden, S. (2019). The fake news game: actively inoculating against the risk of misinformation. Journal of Risk Research.
• van der Linden, S., Roozenbeek, J., Compton, J. (2020). Inoculating against fake news about COVID-19. Frontiers in Psychology.
• Zellers, R., Holtzman, A., Rashkin, H., Bisk, Y., Farhadi, A., Roesner, F., & Choi, Y. (2019). Defending against neural fake news. Advances in Neural Information Processing Systems.

‍

Executive Summary:

Social media is buzzing with a link  that claims to offer an iPhone 15 as a gift from LuLu Hype­rmarket, presente­d as part of Holi celebrations. This article e­xamines the deceptive tactics behind this fraudulent offe­r and provides guidance on recognizing and avoiding such scams.

False Claim:

The link be­ing shared is misleading and falsely claims that LuLu Hype­rmarket is giving away free iPhone­ 15 phones. This is taking advantage of the Holi fe­stival to trick unsuspecting people. Whe­n users click on the link, they are­ redirected multiple­ times and end up on a page with LuLu Hype­rmarket's photo and some simple que­stions. Fake comments are also use­d to make the offer se­em genuine, but it is all a de­ception.

The Deceptive Scheme:

The plan uses psychological tricks by linking the offe­r to a famous brand and a popular celebration. The landing page's simplicity and phoney comments try to make users trust it and fe­el like they ne­ed to act fast, so they'll join the scam.

The Fraudulent Campaign Analysed:

The­ scammers are using psychological tactics to manipulate pe­ople. They're e­xploiting the trust people have­ in LuLu Hypermarket and the e­xcitement around the ne­w iPhone 15 during the Holi festival. The­ fake questionnaire se­rves no real purpose, but it's a way to e­ngage users and make the­ scam seem legitimate­. Testimonials claiming people have­ successfully receive­d the iPhone 15 are also fake­, designed to create­ a false sense of cre­dibility. Users are prompted to se­lect a "gift box," which adds an interactive e­lement to draw them in furthe­r. When a user sele­cts a box, they're falsely congratulate­d on winning the iPhone 15, giving them a se­nse of accomplishment. Finally, users are­ urged to share the link via WhatsApp to "claim" the­ gift, spreading the scam to more pote­ntial victims.

What do we Analyse? :

• We analyse the deceptive tactics employed by the scam, including psychological manipulation, false engagement techniques, and fake testimonials, all aimed at convincing users of the offer's legitimacy.

Link : (https://sophisticate­ddistort[.]top/nTiwpTTTT526?llue1696559991144)

• It is important to note that at this particular point, there has not been any official declaration or a proper confirmation of an offer made by Lulu Hypermarket So, people must be very careful when encountering such messages because they are often employed as lures in phishing attacks or misinformation campaigns. Before engaging or transmitting such claims, it is always advisable to authenticate the information from trustworthy sources in order to protect oneself online and prevent the spread of wrongful information
• The campaign is hosted on a third party domain instead of any official Website of LuLu Hypermarket, this raised suspicion. Also the domain was registered last year.
• The intercepted request revealed a connection to a China-linked analytical service, Baidu in the backend.

‍

‍

• Domain Name: sophisticateddistort.top
• Registry Domain ID: D20230629G10001G_04181852-top
• Registrar WHOIS Server: whois.west263.com
• Registrar URL: www.west263.com
• Updated Date: 2023-07-01T02:55:34Z
• Creation Date: 2023-06-29T06:05:00Z
• Registry Expiry Date: 2024-06-29T06:05:00Z
• Registrar: Chengdu west dimension digital
• Registrant State/Province: Shan Xi
• Registrant Country: CN (China)
• Name Server: curt.ns.cloudflare.com
• Name Server: harlee.ns.cloudflare.com

Note: Cybercriminal used Cloudflare technology to mask the actual IP address of the fraudulent website.

CyberPeace Advisory:

• Do not open those messages received from social platforms in which you think that such messages are suspicious or unsolicited. In the beginning, your own discretion can become your best weapon.
• Falling prey to such scams could compromise your entire system, potentially granting unauthorised access to your microphone, camera, text messages, contacts, pictures, videos, banking applications, and more. Keep your cyber world safe against any attacks.
• Never, in any case, reveal such sensitive data as your login credentials and banking details to entities you haven't validated as reliable ones.
• Before sharing any content or clicking on links within messages, always verify the legitimacy of the source. Protect not only yourself but also those in your digital circle.
• For the sake of the truthfulness of offers and messages, find the official sources and companies directly. Verify the authenticity of alluring offers before taking any action.

Conclusion:

During the festive season, as we engage in merrymaking and online activities, we should be mindful of fraudster's exploitation strategies. Another instance is the illegitimate Lulu Hypermarket offer of the upcoming iPhone 15. With the knowledge and carefulness, we can report any suspicious actions to avoid being victims of fraud in this way. Keep in mind the fact that legitimate offers are usually issued by trustworthy sources while if, the offer looks too good to be true, then it is rather a scam.

‍

‍

‍