Tech
Google Gemini Vs ChatGPT: Which One Takes the Cake
I remember when I was young, I used to enjoy watching Sci-Fi movies such as Tron, Terminator, and iRobot which were more or less about artificial intelligence (AI) and how it could possibly take over the world eventually.
Little did I know that this would actually happen in real, just not in the way that I expected. Quite recently, the world has been introduced to AI chatbots such as Google’s Gemini, ChatGPT, and Microsoft’s Copilot, which are getting popular every day. These AI tools can perform calculated functions as well as automate tasks.
In this article, I explore the difference between Google Gemini and ChatGPT to see how each of these stand apart from the other.
ChatGPT
We’ll start off with the one that was released first, ChatGPT. I remember when ChatGPT first came out, it absolutely blew my mind. You could ask it to write you a note to your teachers saying that you can’t attend class and it would do it for you and I was amazed after seeing this!
However, there are some other aspects of ChatGPT that I really loved, and I thought I could only do it justice if I could gather everything in the form of a listicle. So here’s everything that’s great about ChatGPT:
The Lack of a Price Tag
The first thing that really caught my attention about ChatGPT was how it came without a price tag. Considering how much effort goes into developing an AI model, it didn’t really make sense to me how they would let us use it for free.
If you make a registered account, you can use ChatGPT powered by its GPT-3.5 and GPT-4o models. However, if you wish to go premium, you just have to pay $20 a month to access GPT-4 with a higher prompt limit and better features.
The Use of One AI Model
When it first started, ChatGPT used three different AI models to carry out its functions; GPT-4 for text, DALL-E 3 for images, and Whisper for voice. Now ChatGPT uses only one model, GPT-4o to process all three and generate text, images, and sounds.
However, for any AI model to work flawlessly, you need an uninterrupted internet service. I personally looked into Xfinity internet plans and saw that they were best suited to my internet needs, even while I needed to use the AI chatbot.
Access to Exclusive Features
Another thing that intrigued me about ChatGPT was how it gives us open access to all its premium features that were previously exclusive to ChatGPT Plus features, for free! These exclusive features include web browsing, ChatGPT memory, custom GPTs, and advanced data analysis.
This is perfect for people whose nature of work has a high dependency on data and they need better management for it.
Rising Popularity
Ever since ChatGPT was released to the public, it has been ahead of the curve as it has seen increasing popularity all over the world. Despite everyone having access to Google Gemini and Microsoft Copilot, many people still prefer opting for ChatGPT due to its ease of use.
Google Gemini
Now coming towards Gemini. All of us trust Google as a company, right? We use it as our trusted search engine and even on our mobile phones through Android services, right? Recently, Google came up with an AI model of its own called Gemini.
People were actually encouraged to upgrade the Google Assistant in their phones to a beta version of Gemini so that its functionality could be tested. Again, just like ChatGPT, I’m going to give you a list of things that are brilliant about Gemini:
Faster than ChatGPT
If there’s one thing I noticed in Gemini, it was speed at which it provided output. I saw a significant, positive difference in speed between the two and Gemini took the lead here. Gemini was previously known as Bard and it wasn’t as good.
However, Google learned a lot from the issues faced in Bard and was sure to fix them in Gemini. The initial AI model was tweaked so that it would perform better. However, you should also know that Gemini doesn’t work faster than ChatGPT Plus unless, of course, you get Gemini Advanced.
Different Google Features in One Place
Another thing that I found interesting about Gemini was that it offers a lot of Google features in one place. For instance, you can ask it for directions through Google Maps, flight statuses and their prices through Google Flights and book hotels through Google Hotels.
Integrated Google Assistant
If you use Gemini on your phone, you will come across the Google Assistant features as well. However, it isn’t as effective as the standalone Google Assistant, which is why I reverted back to Google Assistant from Gemini because I needed most of the Google Assistant features back.
Even though it’s a close call between the two, it always comes down to preference depending on which one you like more. Personally, I believe that ChatGPT is better since it has developed its credibility over a longer period than Google Gemini and it is easy to say that it has gained my trust.
Tech
Best Payment Gateway for Marketplace: What to Look For
Marketplaces need payment systems that do more than just process transactions. You’re not just selling one product—you’re connecting buyers and multiple sellers. That means more complexity, more compliance, and a bigger need for flexibility. So, what’s the best payment gateway for marketplace businesses?
In this guide, we break down the features to look for, the common pain points, and how to evaluate different options based on your needs.
What Is a Marketplace Payment Gateway?
A payment gateway for a marketplace is a bit more difficult that a standard e-commerce gateway. The nuance is that marketplace payment systems must let multiple vendors accept payments through a single checkout. It also must split those payments—automatically or manually—and it must have an efficient payout feature to ensure each party gets their fair share.
But the best payment gateway for marketplace operations should do more than process payments. It should help you:
- Stay compliant with financial regulations
- Manage payouts to sellers
- Handle refunds and disputes
- Track and report transactions across vendors
Key Features of the Best Payment Gateway for Marketplaces
Multi-Vendor Support
Running a marketplace means handling a wide range of sellers—sole traders, SMEs, and sometimes even large brands. Your payment system needs to support flexible, scalable onboarding that works for all of them.
This includes thorough KYC (Know Your Customer) or KYB (Know Your Business) checks, generating unique account IDs for accurate tracking, and handling region-specific tax requirements. Ideally, much of this should be automated to reduce friction for both you and your sellers while staying compliant.
Split Payments
Splitting a single payment between multiple recipients is not just a nice-to-have—it’s essential for marketplace operations. Whether you’re taking a fixed commission, a dynamic cut, or distributing funds to additional service providers (like delivery partners or charities), your payment gateway should support this natively.
Look for tools that let you configure flexible payout logic—either predefined or based on transaction data. Manual workarounds or after-the-fact calculations won’t scale and open the door to errors or trust issues.
Fast Payouts
Timely payouts build trust. Sellers—especially individuals or gig workers—expect to receive their earnings quickly and predictably. Your payment gateway should offer options for daily, weekly, or on-demand settlement, ideally with support for instant payouts where available.
Transparent payout timelines and status tracking can help reduce support queries and increase seller satisfaction, which in turn benefits the overall health of your platform.
Flexible Payment Methods
A diverse buyer base comes with a wide range of preferences, especially in international markets. Your checkout should support a mix of payment methods to meet users where they are. This includes cards, bank transfers, digital wallets, and local payment methods popular in specific regions. Increasingly, pay-by-bank (A2A) options are gaining traction for their speed and low cost.
Offering multiple payment rails improves conversion and signals reliability across different customer segments.
No-Code or Low-Code Tools
Not every marketplace has a large dev team. In that case, access to ready-made, flexible integration options becomes crucial. Look for payment providers that offer no-code or low-code tools such as hosted checkouts, plug-and-play SDKs, or embeddable payment links.
These allow you to get up and running quickly, reduce development overhead, and still provide a smooth user experience—especially helpful for newer platforms or side projects.
Onboarding and Compliance Tools
Regulatory compliance can be complex and time-consuming, particularly when onboarding vendors across multiple jurisdictions. The right payment gateway will handle much of this behind the scenes—automating anti-money laundering (AML) checks, flagging suspicious activity, and keeping accurate records for audit purposes.
Bonus points for dashboards that help you monitor onboarding progress, generate compliance reports, and reduce manual intervention.
Dispute Management
Disputes in marketplaces are more complicated than in single-merchant models, since both the buyer and seller have a stake in the outcome.
Look for payment systems that offer marketplace-specific features: the ability to issue refunds from seller balances, share chargeback liability based on predefined rules, and manage disputes through a dedicated dashboard. Clear, transparent processes protect everyone involved and prevent minor issues from escalating.
Benefits of Choosing the Right Gateway
- Lower Operational Costs: Manual tasks like reconciliation, KYC checks, and payout tracking can drain time and resources. A smart, automated payment system lightens the load and cuts costs.
- Better Vendor Retention: Reliable, timely payouts build trust. When sellers know they’ll be paid on time and can access clear reports, they’re more likely to stay and grow with your platform.
- Improved Customer Experience: A seamless checkout process—especially one that supports local methods and mobile-first design—leads to higher conversion rates and fewer abandoned carts.
- Scalability: The right gateway grows with you. Whether you’re onboarding 10 vendors or 10,000, it should support increasing complexity without requiring constant manual oversight.
Evaluating the Best Payment Gateway for Marketplace
Here’s what to check when choosing a provider:
Feature | Why It Matters |
Multi-currency support | For international buyers and sellers |
Local payment methods | For better regional conversion |
Instant payout options | Improves vendor loyalty |
Automated tax tools | Saves time and ensures compliance |
API + dashboard access | Combines flexibility with ease-of-use |
Open banking integrations | Reduces fees, supports pay-by-bank flows |
Support and SLAs | Essential if something breaks |
Why Pay-by-Bank Matters for Marketplaces
Pay-by-bank is an innovative payment method that’s rapidly gaining ground—particularly in Europe. For marketplaces, it offers a compelling combination of lower fees, faster settlement, and stronger security compared to traditional card payments.
One of its biggest advantages is the potential for instant payments and payouts, which is especially valuable in multi-vendor environments. This payment method became viable with the introduction of open banking, which allows businesses to process direct bank-to-bank transactions within their websites or apps—completely bypassing card networks.
Open banking was introduced in Europe in 2018 under the PSD2 regulation. It required major banks to open up secure APIs to licensed third parties, enabling access to payment infrastructure and customer data (with consent). This regulatory shift unlocked a wave of fintech innovation, making efficient, low-friction payment methods like pay-by-bank possible at scale.
Getting Started with a Marketplace Payment Gateway
You don’t need to overhaul your entire platform to begin offering pay-by-bank. Many modern payment providers are designed with flexibility in mind, making integration smoother than you might expect. Look for options such as:
- Hosted checkouts that handle the payment flow for you, with minimal setup
- Plug-and-play integrations for popular platforms and marketplaces
- Clear API documentation for more custom setups
- Sandbox environments so you can test everything before going live
Start with a limited rollout—perhaps a single product line or a few vendors—to see how the system performs. As you gain confidence, you can expand gradually, reducing risk while scaling effectively.
Final Thoughts
The best payment gateway for marketplace businesses isn’t just about processing payments. It’s about supporting your ecosystem—buyers, sellers, and your team.
Look for something flexible, secure, and scalable. Make sure it handles split payments well, supports pay-by-bank, and fits your region’s legal and banking frameworks.
If you want fewer support tickets, happier sellers, and smoother checkouts—your payment gateway choice will make all the difference.
Tech
Chargebacks and Friendly Fraud: The Hidden Cost Marketers Keep Ignoring
Hyper-focused on conversions, ROI, and audience segmentation are on the rise, and a silent profit killer is, in most cases, unnoticed: chargebacks and friendly fraud.
We could easily agree that ad budgets receive all the attention, but what happens after the sale, when a customer disputes a legitimate transaction, can be just as important to long-term revenue, in fact, for many eCommerce businesses, SaaS providers, and subscription platforms, chargebacks are quietly merging into margins and trust that marketing teams often miss.
Marketers may unintentionally, without recognizing it themselves, create the problem.
Let’s break down how chargebacks and friendly fraud work, why they matter more than most marketers realize, and how tools like authentication and modern ID verification services can mitigate losses and protect both reputation and revenue.
Understanding Chargebacks
A chargeback occurs when a cardholder contacts their bank to dispute a transaction rather than going to the merchant for a refund, and then the bank investigates the claim, and if the dispute is upheld, the merchant is forced to return the funds, plus a processing fee.
Chargebacks were initially designed as a consumer protection mechanism, particularly for cases involving stolen cards or unauthorized charges:
- True fraud: Actual unauthorized transactions (e.g., stolen credit cards)
- Merchant error: Duplicate charges, unclear billing descriptors, or unfulfilled orders
- Friendly fraud: A customer knowingly files a false chargeback after receiving goods/services
Actual fraud and merchant error are relatively straightforward to address; however, friendly fraud is deceptive, costly, and rising fast.
What Is Friendly Fraud?
Friendly fraud occurs when a customer disputes a legitimate charge, either due to a misunderstanding, forgetfulness, or intentional abuse. Common scenarios include:
- Claiming they did not receive an item, they actually did
- Forgetting about a subscription renewal and calling it unauthorized
- Attempting to get a “free product” through a chargeback
- Disputing a purchase made by a family member without their knowledge
It might seem like a customer service issue, but its impact is far greater.
Why Marketers Should Care About Chargebacks
If you are in growth or performance marketing, chargebacks might not fall under your typical KPIs. But ignoring them has risks:
They Directly Undermine Your ROI
You might be driving top-performing campaigns and lowering CAC, but if a high percentage of those customers end up filing chargebacks, the actual revenue is lower than reported. Worse, chargebacks are not just refunds – they include fees and potential lost inventory.
Every invalid transaction essentially becomes a negative ROI.
- They Hurt Brand Trust and User Experience
If the user’s journey is unclear, especially post-purchase, users are more likely to assume fraud or take complaints to their bank. Ambiguity in receipts, subscription terms, or delivery expectations can fuel unnecessary disputes.
They Threaten Platform Standing
Excessive chargebacks put your merchant account at risk. Payment processors monitor chargeback rates closely, and if you exceed limits (typically ~1%), you could face:
- Higher processing fees
- Account freezes
- Being placed in a chargeback monitoring program
- Total payment gateway suspension
For marketing teams that rely on seamless checkout experiences, that is a disaster scenario.
- They Waste Valuable Resources
Every chargeback means a manual review, customer support time, and often third-party intervention. If the marketing campaign brings in leads that turn into fraud headaches, you are creating operational drag for your own team and others downstream.
What Causes Friendly Fraud?
The roots of friendly fraud often lie in a combination of communication and user error. Key causes include:
- Lack of clear transaction descriptors: Customers may not recognize your brand name on a credit card statement.
- Confusing or hidden subscription renewals: Automatic billing without reminders leads to chargebacks.
- Shared card usage: Kids or other family members making purchases without the cardholder’s knowledge.
- Long delivery times: Users may assume a product won’t arrive and dispute it prematurely.
- Overly lenient return/refund policies: Users skip the refund process and go straight to their bank.
All of these can be addressed, but only if marketing and compliance teams collaborate.
How to Reduce Chargebacks and Friendly Fraud
Reducing friendly fraud is not just about preventing it at the checkout page, requiring building trust throughout the customer lifecycle – from marketing to fulfillment to post-purchase support.
Here is how businesses can create a multi-layered approach:
- Identity Verification at Onboarding
One of the most effective ways to reduce friendly fraud is to verify that your customers are who they claim to be before completing a transaction.
Modern ID verification services use AI, facial recognition, and document scanning to confirm user identities in real-time. This not only prevents fake identity fraud but also deters users from abusing your system under false credentials.
For example:
- eCommerce sites can verify new customers before allowing large purchases.
- Subscription businesses can use verification during signup to reduce “free trial abuse” using fake emails or identities.
- Platforms with age-restricted products (like alcohol or digital assets) can stay compliant and secure simultaneously.
Try to implement and use modern ID verification services.
- Improve Communication and Transparency
Most chargebacks comes from confusion. Fix it with:
- Clear transaction descriptors (business name and purpose)
- Order confirmations with item details and expected delivery dates
- Upfront billing schedules and auto-renewal reminders
- Easy-to-navigate cancellation or return options
A user who understands what they are paying for is less likely to dispute it later.
Monitor Behavior for Fraud Signals
Use behavior analytics to flag unusual activity like:
- Multiple purchases from the same IP with different names
- Short time spans between signup and refund requests
- Inconsistent data between billing and shipping info
These can indicate potential fraud attempts or bad actors exploiting weak points.
- Implement Digital Receipts and Proof of Delivery
To win a chargeback dispute, you need this:
- Capture user consent at checkout
- Send detailed email receipts
- Log delivery status or download confirmations
- Maintain support communication records
This data not only helps recover lost revenue but can reduce your chargeback ratio over time.
- Use a Chargeback Management Platform
Various tools help merchants automatically monitor, respond to, and recover from chargebacks. For high-volume businesses, outsourcing this process is often more cost-effective than handling it internally.
Why Now?
It is no secret that, with all the short videos and TL;DR texts, digital users are savvier and more impatient. Subscription fatigue, global transactions, and faster payments create more opportunities for misunderstandings and exploitation.
At the same time, fraud tactics are becoming more complicated. Individuals use bots and fake identities in onboarding to generate friendly fraud at scale.
Without the right solutions in place, even the most successful marketing campaigns can become fraud magnets.
Conclusion
Chargebacks and friendly fraud are the costs that drain digital businesses. They are bad for trust, inflate CAC, and strain user relationships.
The solution is not just stricter policies or more legal disclaimers. It is a smarter system. Clearer communication. A proper approach to digital trust begins with tools like ID verification services, behavioral monitoring, and proactive post-purchase support.
Tech
Prediction Markets are Becoming One of the Most Potent Tools for Future Forecasting in the Crypto World
With the digital realm becoming ever more interconnected and data-driven, tools of forecasting are being rethought. These are hence prediction markets—turning collective intelligence into actionable insight. Often blockchain-based and decentralized, these markets allow individuals to buy and sell shares in the outcome of future events, thereby creating real-time probability forecasts that are often more accurate than expert opinion. These prediction markets shape everything, from election prediction, scientific advancement, and financial trends to the price anticipation of crypto. Therefore, in navigating this rapidly shifting environment, it becomes crucial for crypto traders and analysts, especially those focused on altcoins, to grasp altcoin market prediction in cryptocurrency.
What Is A Prediction Market?
Prediction markets are speculative venues in which contracts linked to the outcomes of future events are traded. Each of these contracts constitutes an event to be determined—for example, "Will the price of Ethereum go above $5,000 by Q2, 2026?"—and is bought and sold for a price that ranges from $0 to $1, depending on the perceived probability of that event taking place. If the event happens, the contract pays out $1. If it doesn't, it pays out nothing. Those traders who make correct predictions may buy undervalued contracts to sell them for a deflated price or to hold onto them until they're resolved and earn profits.
Through such an interaction, the mechanism displays a current view of the future, which constantly keeps changing with time, based upon the joint beliefs of a heterogeneous group of participants.
How Do Prediction Markets Work?
Functionally, prediction markets resemble stock exchanges, but instead of stock prices and prices of other financial instruments, users place bets on preset actual events.
The prices of contracts change in real time with the buying and selling of those contracts.
Here's a simple explanation:
- A question is set (e.g., "Will there be an approval of a new Ethereum ETF by 2025?").
- Traders purchase "yes" or "no" shares according to their studies or opinions.
- The prices of each share-to-share are subject to change as information changes (be it news, announcements, market trends, etc.).
- After the event, all those traders who hold shares of the accurate outcome will be paid.
This is the main advantage of prediction markets, where money is put on the line for correctness. Contrary to social media chatter or expert commentary, prediction markets pay for being right and not loud.
The Power of Crowds
The power of prediction markets is enabled by what is known as the "wisdom of crowds." By collating knowledge from a diverse group of people with different experiences, backgrounds, and incentives, markets can often yield greater accuracy on future forecasts than a single expert.
Why does that work?
- Diversity of opinion: Traders come from various disciplines, geographies, and ideological backgrounds.
- Incentive alignment: Financial stakes motivate participants to research and analyze deeply.
- Decentralized input: No single authority controls the market or dictates the narrative.
- Real-time updates: Markets respond instantly to new information, keeping forecasts current.
Whether you're tracking an election result, scientific discovery, or asset price movement, prediction markets tap into distributed intelligence to surface trends early.
Use Cases Across Industries
Prediction markets are relevant in many fields:
Politics
These markets have gained fame for predicting election outcomes more accurately than polls. Following trading patterns can signal shifts in voter sentiment and geopolitical direction.
Science and health
Markets can speculate on the approval of a new vaccine or the occurrence of a technological breakthrough. These insights help research organizations and venture capitalists decide on where to channel funds.
Sports and entertainment
Prediction markets are frequently leveraged to predict sports match results or award winners. These markets provide easy access for casual users.
Business and tech
Companies deploy prediction markets internally to forecast product performance, delivery dates, and revenues. Tech companies might run markets to decide which projects stand the highest chance of success.
Finance and crypto
This is, however, one of the fastest-growing parts. Traders bet on interest rate hikes, inflation trends, and crypto market movements. Decentralized finance platforms currently provide decentralized markets for anything from token price information to governance outcome predictions.
Blockchain and DDNs
The symbiosis of prediction markets and blockchain has revolutionized these systems. For example, Polymarket, Augur, and Gnosis use smart contracts to provide fully decentralized, trustless event markets.
Some quaint features of decentralized prediction markets include
- Transparency: All transactions are lodged on-chain.
- Accessibility: Anyone with a crypto wallet may participate from anywhere.
- Immutability: There can be no edits once a question is created.
- Token Incentives: Some platforms reward participants with native tokens.
These platforms are particularly preferred by crypto native-types who already understand DeFi, smart contracts, and governance.
Prediction Markets in the Crypto
The volatile and feature-rich crypto space presents a perfect prediction market. Traders are capable of speculating whether a regulation will be enforced, or whether a blockchain will be forked, or an exchange will defend listing a particular altcoin.
Moreover, decentralized prediction platforms allow users to create their markets, hence laying power with the community as to what worthy topics are worth forecasting.
Consequently, markets for altcoins have recently seen increased interest: altcoins constitute lower-market-cap cryptos but with potentially high growth. Here, traders want to know:
- Will Solana outperform Ethereum?
- Will a new meme coin 10x by the end of the year?
- Which Layer-2 will achieve more daily active users than its competitors?
These are questions where collective input by the market yields more solid insights than influencer speculation or hype cycles. That is why grasping cryptocurrency altcoin market prediction will be crucial for any crypto investor wanting to be one step ahead.
Limitations and Challenges
However, challenges stand in the way of the prediction market:
- Legal: In some countries, they are considered gambling and are prohibited.
- By liquidity, they garner scant trading volume, leaving the prices inaccurate.
- Ambiguity in Questions: Vaguely framed or poorly defined questions lead to disputes.
- Manipulation: Prices can be distorted by whales in thinly traded markets.
Nevertheless, most of these issues are being duly addressed via community governance, interface design enhancements, and regulatory engagement.
Future of Prediction Markets
The future applies a positive glow to the prediction markets, especially with the ascent of AI and blockchain technology. The following might be in store shortly:
- An outlook emanating from news platforms to replace opinion polls.
- Government-backed platforms forecasting public policy outcomes.
- Corporate dashboards with back-end internal prediction knowledge.
- Gamified prediction tools and mobile apps are powering mass adoption.
Prediction markets for the crypto sector will be one of the key developer dashboards to weigh risk, forecast volatility, and keep track of sentiment.
Closing
Prediction markets are more than just an amusement: They bring operational modeling onto an economic incentive and collective intelligence frame to help with understanding complex, time-varying systems.
Where downside speculation and misinformation are a big distraction in employing human judgment with forecasts, prediction markets integrate economic incentives and collective intelligence behind their forecasts.
As the digital economy grows and decentralized technologies take over, the role of prediction markets in shaping our grasp of tomorrow will increase. Also, if you are deeply entrenched in the crypto space, becoming well-versed in cryptocurrency altcoin market prediction will soon be as important as reading a chart or interpreting on-chain data.
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