Best Business Articles on Customer Development, Market Research, and Validating Product-Market Fit Efficiently



Best Business Websites: 17 Sites You Should Be Reading Regularly

Because you haven’t launched your business yet, this is where you will keep track of your monthly and/or quarterly projections. Throw in graphs, charts, and anything else that will tell your financial story as easily and quickly as possible. This section can be updated and added upon after you launch, but you should definitely keep track of your financial projects throughout the life of your business.

E-commerce with Niche Products



Finding customers can be challenging, especially when you’re first starting a business. That’s why many business owners outsource lead generation to professionals. By starting a lead generation business, you can gather potential customers and clients for other businesses and earn a sustainable profit. As with tutoring, you can share your expertise to benefit people worldwide.

The best articles on artificial intelligence AI

In this article, Tushar Katarki and Jeremy Eder take a look at RHEL AI, and how open source components enable you to make it your own. They were building on prior research that has shown that many image generators were trained on a data set that included hundreds of pieces of CSAM. The best AI tool for graphic design specifically might just be Recraft, which has a user-friendly interface for creating vector art, illustrations, and 3D graphics.

When Generative AI Meets Product Development



Red Hat OpenShift Lightspeed is an integrated gen AI virtual assistant. Using an English natural-language interface, users can ask the assistant questions related to Red Hat OpenShift. In this article, you’ll learn more about Red Hat OpenShift Lightspeed and watch a video of it in action as it guides a user through scaling pods. Generative AI (gen AI) is a probability engine that can produce highly likely sentences, but ensuring that those sentences are relevant and factual is still something of an art. Through a process called prompt engineering, you can design AI prompts to maximize the likelihood of a contextually appropriate response from AI. Crafting well-designed prompts helps guide an AI model to produce meaningful output and poorly formulated prompts can lead to incorrect data.

10 Best Practice to Improve Your SEO Rankings in 2025

As you can see, this title tag is around 55 characters, includes the keyword, and uses both a number and power word to entice a click. Because those links lead to resources users can visit to expand their knowledge of the topic. One of the key aspects of good SEO writing is readability—a measure of how easily your audience can read and understand your content.

Explore Our Award Winning SEO Strategies



You see it as a collection of graphics, colors, text with its formatting, and links. However, over time, SEOs have identified some of the factors they consider when ranking a page. We refer to them as ranking factors, and they are the focus of an SEO strategy. This term describes how prominent a particular domain is in the search engine results. Lower search visibility occurs when a domain isn’t visible for many relevant search queries, whereas with higher search visibility, the opposite is true. And your articles will likely start ranking well on Google.

10 Sites that will Pay You to Write Articles Plus 200 More!

This demand creates opportunities for skilled developers and web designers. Tools like Wix make web development accessible, allowing you to create professional websites with less effort. If you’re not tech-savvy but have creative ideas, you can always look for a freelance developer to help you build your app. Social media management has become increasingly vital for businesses looking to expand their online presence and connect with potential customers. As a social media manager, your role may include creating and implementing social media strategies, monitoring analytics and engaging with followers.

Remote Side Hustles You Can Start With No Money Today

More and more private residences and cafés are also hiring artists to decorate their spaces. Create a design once on your laptop or tablet—then sell it an unlimited number of times. No inventory, no packaging, no shipping hassles—just pure digital profit. Do you think only celebrities with a ‘radio voice’ can make money doing voiceovers? The voiceover industry is just as eager for authentic, relatable voices like yours.

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With the right skills, social media management can turn into a lucrative source of income. Many marketing research companies are happy to pay for your opinion on various products, systems and topics. This side hustle idea doesn’t help you build your own business, but it’s an easy way to make extra cash in your spare time.

23 Ways Entrepreneurs are Making Passive Income a Reality

A REIT is a real estate investment trust, which is a fancy name for a company that owns and manages real estate. REITs have a special legal structure so that they pay little or no corporate income tax if they pass along most of their income to shareholders. You also typically need to hand over a large chunk of money to the insurance company to fund the annuity. Every annuity contract is different, and each may offer a unique set of benefits in order to cater to your specific needs. An annuity can be a good option for setting up reliable income. With a typical annuity, you make payments to an insurance company, which will provide you with a stream of income in the future.

Common Risks to Consider



Like all writing techniques, passive voice should be used with intention and purpose. The subject is typically clearer in active voice whereas in passive voice it may seem like the object is the subject. The passive writing voice occurs when something that is ordinarily “done by” the subject of a sentence is “done by” the object of a sentence.

12 Essential AI Tools for Marketing in 2025

This shows that AI-based marketing is not only effective in the short term, but its positive impact is more obvious over time. Crayon uses AI to track competitors’ moves in real time, analyzing changes across websites, messaging, and product launches. As a competitive intelligence tool, it gives marketing teams data to adapt strategies swiftly. A product marketer might use Crayon to craft positioning that directly counters competitors’ evolving messaging.

2024's Top Articles for Affiliates and Affiliate Programs

Regulations like GDPR in Europe state that publishers must explicitly get the consent of website visitors before collecting cookie data. While the California Consumer Privacy Act (CCPA) doesn’t require this, it does give customers more control over their data. This content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals. Real-world earnings can fluctuate widely based on the variables mentioned before. As an affiliate, you get access to marketing material to assist in your promotional efforts.

How do you negotiate a fair commission rate with a merchant?



Master those skills, and you can create products that serve your community while building long-term wealth for yourself. Katie also links to product roundups through ShopMy, a platform that lets creators and social media influencers build custom storefronts with their recommended items. Since affiliate URLs often include long UTM parameters for tracking, use URL shorteners to or link-in-bio tools to clean them up. This creates a better user experience and lets you track which platforms drive the most clicks by creating unique shortened links for each channel. If you run a fashion account, feature affiliate pieces in styling tutorials.

Machine Learning

8a, focuses on risk assessment and management, particularly within the financial sector. ML plays a critical role in this domain, especially in assessing customer credit risk and managing debt risks. Traditional methods, such as Monte Carlo simulations, are increasingly being complemented by advanced ML algorithms like random forests, support vector machines (SVMs), and neural networks (Khandani et al. 2010; Bekhet and Eletter, 2014; Koutanaei et al. 2015). ML frameworks for opinion mining frequently utilize algorithms like latent Dirichlet allocation (LDA) for topic modelling and bidirectional encoder representations from transformers (BERT) or Word2Vec for word embeddings. These techniques enable the classification of opinions into pre-defined categories, allowing for the analysis of large volumes of social media content with minimal human intervention (Xiang website et al. 2017; Guo et al. 2017; Hartmann et al. 2019). Additionally, content analysis and semantic analysis approaches are enhanced by computer cision techniques, such as image clustering and object detection, to automatically review multimedia content (Ma et al. 2018; Zhang et al. 2019).

Skilful marginal forecast distributions



Supervised anomaly detection techniques require a data set that has been labelled as "normal" and "abnormal" and involves training a classifier (the key difference from many other statistical classification problems is the inherently unbalanced nature of outlier detection). Semi-supervised anomaly detection techniques construct a model representing normal behaviour from a given normal training data set and then test the likelihood of a test instance to be generated by the model. A core objective of a learner is to generalise from its experience.[3][40] Generalisation in this context is the ability of a learning machine to perform accurately on new, unseen examples/tasks after having experienced a learning data set. The training examples come from some generally unknown probability distribution (considered representative of the space of occurrences) and the learner has to build a general model about this space that enables it to produce sufficiently accurate predictions in new cases. AI, machine learning, and deep learning are sometimes used interchangeably, but they are each distinct terms.

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Understanding how risks like supply chain disruption, skills shortages, and even the likelihood of future pandemics could impact operations is critical in order to build the capacity to respond proactively. This is why each year I highlight what I believe will be the most impactful trends for the year ahead. Understanding these is vital for anyone aiming to leverage them for growth and competitive edge. So, here’s my overview of the key trends shaping business in the coming year.

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