Let's learn about Growth Hacking via these 399 free blog posts. They are ordered by HackerNoon reader engagement data. Visit the Learn Repo or LearnRepo.com to find the most read blog posts about any technology.
Learn, from people that walk the walk, how best to help new and existing companies acquire and retain customers.
1. Instagram Scraper: How to Scrape Data From Instagram [2023]
Scrape Instagram followers, hashtags, comments, stories, posts, likes, emails, bio and other data with Python/Github.
2. 30 Growth Hacking Examples to Accelerate Your Business
Discover 30 powerful growth hacks from companies like Airbnb and Hotmail, revealing how creative strategies turned obstacles into viral success stories.
3. How to Build an Integration-As-A-Product – PM Approach
Integrate the market via API – based on real Strategy
4. Inside the Affiliate Marketing Product Boom: A Founder's Perspective on Market Trends
The affiliate marketing industry is experiencing robust growth with 9,600 global services and companies related to affiliate marketing in 2023
5. The 2024 Social Media Algorithm Update Explained
The shift to interest-based algorithms on social media is a massive update, changing how we create, consume, and engage with content. Are you ready for it? 🔍
6. How Mobile App Developers Can Save Millions on App Store Fees
Mobile app developers can now save millions on app store fees by using alternative payment channels.
7. The Principles Behind How The Instagram Algorithm Works
If you’re reading this, you’re probably wondering why no one is seeing your Instagram posts after the latest algorithm change.
8. Pornhub Growth Hack During Coronavirus Pandemic
The 2019–20 coronavirus pandemic is an ongoing pandemic of coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The outbreak was first identified in Wuhan, Hubei, China, in December 2019, and was recognized as a pandemic by the World Health Organization (WHO) on 11 March 2020.
9. How Emotional Loyalty Is Key for Digital Tech Companies' Success?
Increase customer loyalty and retention with personalized engagement and feedback to drive business growth and profitability.
10. TikTok Bot: an Advanced Way to Grow Fans on TikTok
11. 7 Growth Hacks to Get More Followers on Instagram
You recognise the importance of Instagram when it comes to making e-commerce sales, you know Instagram gets more engagement than other social channel, and you regularly post content on your Instagram account, but somehow your company’s Instagram growth just isn’t as impressive as you’d like it to be — and you aren’t sure what to try next.
12. Deconstructing A Billion Dollar Newsletter Business: An Agora Case-Study
How this company generates over $1B every year with newsletters.
13. This Guy Thinks Wearing Pink Will Get You to Like Him
Edward Sturm wants to be the nerd Gary Vee and is getting there by going all in on content optimizations and automations.
14. 10 Helpful Instagram Growth Tools
Photo by RawPixel.com from Pexels.
15. Nudge Theory Best-Practices For Business (With Examples)
Nowadays everyone's been getting nudged. I’ll go over the 6 most common nudge types, give examples and nudging best-practices you can apply to your SME or B2B.
16. Top 3 Online Mentoring Platforms For Startups And Individuals
Stop passive learning and hack your growth with a mentor
17. How to customize your hacking set-up for the most affordable price
This article discusses the most affordable hacking setup at the least expensive price point possible. As a beginner, you don't need much of a really powerful PC
18. AI GTM Strategy: Why AEO Is Replacing Traditional Search
AI GTM strategy is shifting from SEO to AEO. Learn how creator-led trust and AI visibility drive growth in the era of answer engines.
19. The 16 Highest-Paying Cities for Investment Bankers in the U.S
Investment bankers can earn some hefty pay, helping to make it one of the most popular careers on Wall Street. What do they get paid in U.S cities?
20. How To Create An Effective Instagram Story Ad
For most small business owners on Instagram, creating and launching effective Instagram Story Ads still seem overwhelming and out of reach. How to shoot the Ad? How do you launch the Ad? How much money should you spend? How do you know if it’s set up correctly? I had the same questions when I began my Instagram Story Ads journey too but, don’t worry, although they can be a deeply complex science, there are also ways for anyone to create them quickly, simply, cheaply and effectively.
21. Leveraging ML Algorithms for Business Growth Optimization
Explore the transformative impact of machine learning on modern business growth strategies.
22. An Overview of the Web3 Growth Industry
The article discusses the emergence and significance of the Web3 Growth Stack in the evolving digital landscape.
23. How to Get Featured on Product Hunt Without a Hunter
How to launch on Product Hunt and get to the top-5 products of the day? I share fresh tips and heads-up based on successful and failed 2021 ProductHunt launches
24. How To Find The Most Valuable Instagram Influencers.
I’ve organized and executed thousands of influencer marketing campaigns for brands like Depop and my own small businesses, (@pinlord, @potteryforall, @macramemakers) and from experience, I know that the success of each one depends almost exclusively on the quality of influencers that you work with.
25. Got A Startup With An App? You Need AppLovin
If you've got an app, here’s your primer on harnessing AppLovin to turbocharge your growth in ways you won’t uncover from a Google search. Or ChatGPT.
26. Turbocharging Profitability: Growth Hacking Your Customer Retention to Drive Growth For 2025
Discover how turbocharging customer retention can boost profitability by 25-95%. Learn growth hacks to reduce churn and maximize customer lifetime value (CLTV).
27. Scaling Digital Tech Businesses & AI Solutions: Lessons Learned Across Continents
Here are some lessons I have learned over the years on business development, lead generation, and AI-driven growth.
28. Top 3 Trends in the Creative Industry
How can entrepreneurs reach their target audience, which no longer responds to traditional advertising and PR?
29. What is URL Masking and How Does It Work?
Be careful of the latest engineering technique called "URL Masking", it's quite dangerous.
30. Working with Job Recruiters: Everything You Might Want to Know
This is everything you might want to know about job recruiters from a 20-plus-year veteran of the recruiting industry.
31. 10 Lessons Startups Can Learn from Instacart’s Growth
In 2014, when Instacart launched, nobody imagined that the newly started grocery delivery and pickup service would grow to become the toughest rival of Amazon and DoorDash in the U.S. and Canada. With robust marketing strategies and appealing business plans, Instacart is making headlines in the grocery delivery business segment.
32. 11 CRO Hacks That Will Boost Your eCommerce Sales
A Conversion for a E-Commerce website can be divided into two categories:
33. 50 Highest-Paying Cities in the United States for Software Engineers
Based on salaries and total compensation packages, Blind curated a list of the top 50 highest - paying cities for software engineers in the United States.
34. 17 Highest-Paying Cities in the San Francisco Bay Area for Software Engineers
A list with 17 of the highest paying cities for Software Engineers in the San Francisco Bay Area. Curate by reports from the verified professionals at Blind.
35. Nobody Wants to Pay for Apps Anymore—Except When AI Is Involved
RevenueCat’s 2025 report reveals why AI apps are quietly dominating in-app revenue, and why traditional subscription models are evolving fast.
36. Building a TikTok Hook Generator Prompt That Actually Works
A production-ready AI prompt that generates scroll-stopping TikTok hooks. Includes 10 proven frameworks, psychology breakdowns, and real examples. No fluff.
37. Agile Methodology Trends 2022 – The Rise of Tech Transformation
Searching for the top Agile Methodology Trends 2022? Explore this blog to check out the Top 11 Agile Methodology Trends with benefits for 2022 and beyond.
38. AI Tools Can Now Write Like You—Here’s How That Changes Everything
New MCP tools enable programmatic SEO that’s actually useful, combining context and your knowledge base to create scalable, high-quality content.
39. 6 More Growth Marketing Strategies to 10x Your Startup in 2023
Looking for ways to boost your business's growth? In this article, we cover 6 growth marketing strategies that can help you drive more traffic & revenue!
40. Why you don't Need Management Experience for a Leadership Role
You have probably noticed that most management positions require previous management experience. How can you get that experience without getting the job?
41. Unfairness Helped Me Build a $1M Side Business
How to find the right business idea that maximises your probability for success.
42. Marketing 204 for Engineers: Generating Demand
From Marketing 103 for Engineers: Roughing Out a Funnel:
43. How I Designed And Launched A SaaS Product From Zero To The First 10 Customers
Creating a successful software as a service (SaaS) product is the dream for many entrepreneurial-minded programmers.
44. Growth Hacking With AI
AI-driven marketing has been rising over recent years due to its ability to help businesses scale their operations without adding additional staffing.
45. Using Real-Time Data in Digital Marketing
Learn how you can use real-time data in digital marketing for customer engagement and retention, analyze real-time data for faster decision-making
46. The New Era: AI Agents as Your 24/7 Growth Team
This article explores how AI Agents can support your strategy, amplify engagement and accelerate business growth.
47. I Built and Sold a Newsletter for 5 Figures - Here's How!
My Journey Growing a Business in the Midst of A Pandemic
48. Top 5 Growth Hacks for Web3
Top 5 growth hacks for Web3 companies to drive sustainable growth
49. A Simple Growth Marketing Plan For SaaS [Free Template]
Use this framework to successfully distribute your SaaS product online!
50. The Truth About Social Media Engagement Pods
The secret behind getting massive social media engagement for free in a pay-to-play digital ecosystem is engagement pods.
51. Important Attributes of an Experienced Programmer: Work and Behavior
This article covers the important features of an experienced programmer — the necessary mindset and personal and professional qualities.
52. Why Spotify’s “Wrapped“ Feature is the Growth Hack of this Decade
By Nikolas Vogt
Founder, Growth Academy | Ex-Growth Lead, Google Assistant | Guest speaker, Santa Clara University
53. Web Scraping Use Cases for Technical Marketers
From a technical marketer perspective, scraping and automation libraries are extremely important to learn. Here’s an introduction to two of the most widely used web scraping libraries in Node JS.
54. Top 10 Growth Hacks for Startups
For startups, growth is everything. These are a few growth hacks to get your startup off the ground -- and to position it for maximum success.
55. True Engineering Enablement Starts with Onboarding
Engineering enablement cannot start with the tools and the process; great enablement must start with the engineers. And your engineers start with onboarding.
56. The Birth of The Startup Through PayPal of The Early Days
A startup company is a high-tech business that tries to build a scalable business model in tech-driven industries. A startup company usually follows a lean meth
57. How to * Get More Views * With Digg
Get more views, fast! Join us on Digg at https://digg.com/hacker-noon and https://digg.com/blockchain.
58. Exploring Web3 Growth Hacking: Strategies for Scaling Blockchain Projects
Uncover growth hacking strategies to scale Web3 blockchain projects. Learn techniques to drive success in decentralized applications and blockchain technology.
59. Instagram Email Scraper: How to Increase Email Marketing ROI by 700%
How we got the idea, built and use our Instagram email scraper to help e-commerce businesses sell more.
60. Web3 Marketing is not about the Network Effect
Traditional Web2 marketing tactics like airdrops don't fly in Web3. This article explains why and offers a new approach for achieving sustainable growth in Web3
61. 20 Developer Communities Worth Joining This Year
The benefits of developer communities cannot be over-emphasized in the growth of developers from peer-programming to sharing knowledge, mentorship, sharing support, sharing tools, code reviews, answering questions, and much more.
62. How We Find A Way to Grow our MRR by 800% in 6 Months
63. How to Build A Content Marketing Flywheel for Your VC Firm
A content marketing flywheel can help your VC firm stand out and win competitive rounds easily like OpenView Partners and First Round Capital. Here is how.
64. LinkedIn Pod Software Options, Compared
LinkedIn engagement pod software has changed the game for many small businesses and entrepreneurs. Now there are new engagement pod softwares we’re able to choose, making it feel more confusing.
65. Introducing The Triple Layer Business Model Canvas
The Business Model Canvas is a great tool for entrepreneurs, yet one that is not without flaws.
66. Why Clubhouse’s Invite-Only Strategy is (Still) a Great Growth Hack
Analysing the growth strategy behind exclusive social media platform Clubhouse - which achieved a $1B valuation in less than one year.
67. The Top 12 Inbound Marketing Strategies to Adopt Right Away
This article will discuss the various Inbound Marketing Strategies required to help your business grow.
68. Dracula Protocol's Growth Hacking Tricks: A Crypto-Marketing Story
In this article I would like to break down how we do promotion in Dracula, without going into technical details in the text, during our development we have made many updates, launched Snapshot DAO voting and constantly improving our product.
69. Instagram Growth Hack: Repost Viral, Relatable Tweets
For most <a href="https://hackernoon.com/tagged/instragram" target="_blank">Instagram</a> accounts growth is good — more followers are better than fewer followers. More followers allow you to reach more people which helps you grow your brand, sell more products or achieve any other goal that is depended on reach. This is obvious. The less obvious part is how you go about growing.
70. Scaling Minds, Not Numbers: The Startup Marketing Hack You’re Not Using
Do offline ads right, and you won't be chasing growth—you'll be writing it into existing. Here's how startups can hack the system with offline advertising.
71. Community-led Marketing for Product Growth
Community-led marketing refers to the use of communities, often centred around a particular product or brand, to drive growth, insight gathering and impactful e
72. Developer’s Mindset In Growth Projects
Insights for developers in growth projects, focusing on business value and strategic risk management. See my experience in MVP building.
73. 479 Founder Interviews Later: Here are 15 Sure-Fire Acquisition Channels
This is a post that took almost 240+ hours to research.
74. Lessons on Thinking: Learn from James Clear, Scott Young, Shane Parrish and More
The idea of understanding and practicing how to best live our lives has ignited the greatest minds for centuries.
75. 4 Business Trends: 2020 Edition
Let's look at important trends happening in the business world, that have the potential to affect and reshape current industries.
76. How Do You Acquire Customers as a Startup? Well, I Got My First 100 Via Reddit
Getting your first 100 users isn't easy. Here's how I do it with Reddit, where most people don’t care about your products and hate advertising
77. How BotStar Generated $550K with AppSumo in Just a Month
While many small businesses are at risk of closing due to the coronavirus pandemic, our sales skyrocketed amazingly to generate the unexpected result of more than $550,000.
78. How We Achieved $1M ARR in Six Months
On 25 January 2017, we launched Setapp. In six months, we had already achieved $1 million ARR (Annual Recurring Revenue), reaching over $4 million now, November, 2019.
79. Five Powerful Growth Hacking Lessons Learned in Silicon Valley
What your business can learn from Silicon Valley’s approach to grow customers
80. Growth Hacking Can Be the Difference Between Life and Death
Zac invested in a small side-gig blog called OutKick and within a year, built it up to seven-figure-per-month revenue and sold it to Fox for a massive exit
81. 10 Reasons Why I Sucked At Growth Marketing
I sucked at growth marketing, so you don't have to.
82. The Future of Digital Marketing: 4 Trends to Watch
As marketing in the digital sphere continues to evolve; so do the ways in which we market to consumers.
83. How I Localized Cards Against Humanity, Gamed Instagram, Made $13,000, & Got Shut Down by University
In 2017 I launched a College and University themed version of the game Cards Against Humanity. College Cards, as I dubbed it, was my first ever ‘official business’, and as a 22 year old recent college grad, I was pretty excited when I sold $13,000 of the game to University of Wisconsin students just 45 days after launch.
84. Eugene Lisovskiy, Level up Basket Founder: “Community Is the Core of Everything; It Inspires Growth”
Read for opinions on growing a robust community in any niche, adapting your product to the metaverse, the power of outsourcing and the future of AI.
85. Your Instagram Guide To Finding and Communicating With Your Target Audience on Instagram
Learn how to find your best target audience on Instagram and get a ton of new customers. Reach new or existing customers on Instagram.
86. Growth Hacking Is Dead. Trust Is the New Growth Engine.
Growth hacking once drove startup traction, but customer trust now powers sustainable growth. Learn how trust, retention, and community drive startup success.
87. Best Practices for Cold Emailing Under GDPR
As a growth hacker I do cold emailing. A lot!
88. Paywall AB Testing for Subscription-Based IOS and Android Apps
AB testing is an essential aspect of mobile app development, especially when it comes to subscription-based iOS and Android apps.
89. 10 Podcasts that Will Boost Your Growth in Business & Life
I have two degrees, one in engineering and one in marketing. But I've learned 10x more from listening to podcasts.
90. We Screened Product Hunt Launches With 100+ Upvotes And Learned Things
I was recently involved in launching Epiloge a community for students and professionals to connect with people in the same field of interest by sharing not just where you work or study, but by also sharing what you're working on.
91. 10 Ways To Get Out Of Your Own Way And Start That Side Project
Let's use these times to productively START working on our side projects.
92. No Brown M&Ms: The Van Halen Growth Hack For Getting Better Customers
The Pareto Principle—known also as the 80/20 rule (and the law of the vital few) —states that for many events, roughly 80% of the effects come from 20% of the causes.
93. Growth Marketing for Dev Tools: Everything You Need to Know
Growth tactics that will help you market dev tools.
94. Growth Loops; the Business Essential
Understanding growth loops
95. Behavioral Economics: Growth Hackers' Secret Weapon
Behavioral Economics is key to driving business growth and influencing customer behavior. Mastering the science is crucial for success.
96. 13 Productivity Tools for Your Team to Watch on Black Friday
If we had to choose the most used word of November, that word would be SALE. The Black Friday fuss is picking up the pace. Cities all around the globe are dressing up in discount advertisements, and inboxes everywhere are blowing up with cliche super deals like ‘save big.’
97. 7 Growth Hacking Strategies For Your Business
Growth hacking is fundamental as it allows businesses to scale quickly and efficiently. Here are 7 effective growth hacking strategies for your business.
98. 50 Highest-Paying Cities in the United States for Product Managers in 2022
Product management is a crucial skill in demand at many large tech companies. As such this list reflects some of the more lucrative packages available.
99. DoraHacks Raises $20 Million to Promote Web3 Ecosystem Building through Grants and Hackathons
DoraHacks has secured $20 million in a Series B1 investment, spearheaded by FTX Ventures and Liberty City Ventures, to expand its web3 incentives ecosystem.
100. How to Build a Community for your Blockchain Project
Any crypto project, especially in the field of Defi, should be built around two words - community gathering, the most important resource for your product.
101. How I Used a Product Management Process to Start a Yoga Business [Part 1]
The purpose of this article to share my process and journey launching Lund Yoga Community — Sweden’s first sustainable donation-based yoga studio.
102. The Startup Action Framework Explained
How to Take Your Startup from Foundation to Flourish
103. 10 Unforgivable Sins of Growth Marketing
Growth marketing is a data-driven approach to marketing that focuses on acquiring, retaining, and growing a customer base.
104. How to Go From 0 to 1000 Users in 30 Days
In this article, you will learn how to go From zero to thousand users in 30 Days!
105. Top 5 Effective Product Positioning Strategies
Product positioning is one of the most discussed topics in product marketing, and it could either make or mar the performance of any product that you developed.
106. Creating a Profitable Product Without Spending a Dime on Marketing: A Zero to Hero Guide
Yes, you read that correctly! We'll dive deep into the world of keywords, backlinks, and Google rankings while keeping our wallets firmly shut.
107. How Kuda Bank Grew From Zero to Millions of Users
Peace interviews Bradley Want, the VP of Growth at Kuda Bank.
108. The Biggest Challenges Leaders Are Going to Face in The Next 10 Years
It seems like every morning I wake up and there is a brand new revolutionary technology or political movement creating massive ripples in the world.
109. 5 Best E-mail Tracking Tools
Email tracking tool enables companies to gather crucial insights line click rate, bounce rate, etc which can help in formulating better business strategies.
110. Hidden Benefits of Digital Marketing Attribution Modeling: Improve Your 2020 Numbers
What if your best customers come through a channel you overlook?
111. A Canva Template Is All You Need for Your Multichannel Marketing Campaigns
Canva Templates are an easy-to-use tool that lets you create ready-made marketing materials that cater to your various platforms.
112. 5 Ways to Personalize Your Website Content in 2022
Giving tailored experiences to the people visiting the company website has become a game-changer. Here are 5 ways to personalize your website content in 2022.
113. How to Understand What Your Customer Is Thinking
Understanding the customer’s real needs has become one of the trickiest business tasks, but without it, even the brightest business idea would not be successful
114. Google Employees Consider Other Jobs Following Company's Return-to-Office Plans
Google employees, dissatisfied with return-to-office plans, have begun to seek alternative employment should these plans be carried out.
115. No More Dark Patterns: New Laws Are Forcing Streaming and Apps to Play Fair
Many common growth hacks used by Subscription-based businesses are under regulatory fire worldwide.
116. Listicles – a Simple but Effective Technique for Demand Validation
I believe listicles have a huge potential for testing demand hypotheses. Have you tried using listicles for your demand validation?
117. Here's How I Increased Web Traffic by 300% in 30 Days
Here is a 3-step framework to deliver consistent results with limited domain knowledge. I had no marketing knowledge prior to this project but I grew traffic.
118. The Death of the Click: Winning the Era of AEO
Gartner predicts search volume will drop 25% by 2026. Learn why you must pivot from SEO to Answer Engine Optimization (AEO) to scale user growth discovery.
119. 4 Surprisingly Easy Steps To Make Your Product Into A Habit For Customers
I did a survey this summer: I asked the founders what they want help with for their startup. I created a long list of options including sales, metrics, marketing, and product development.
120. Startup Metrics: A Comprehensive KPI Cheatsheet for Founders
How to define your North Star Metric; which Metrics that indicate how fast your startup grows, as well as Financial, Acquisition, and Engagement metrics.
121. Metrics to Help You Measure and Improve Your Products
Here, I will introduce you to different categories of success metrics and how are they used in a broader sense.
122. 11 Best AI Website Builders for Small Business in 2023
Modern website builders can help you create fluid websites that can take your business online while looking crisp and beautiful.
123. Attract More Customers, Boost Growth Hacking for Underdogs: How to Win with Less Money and Resources
Underdog businesses, dominate giants! This post reveals growth hacking secrets: niche focus, creative tactics, & community power.
124. Here's Why Owning a Directory = Owning a Free Infinite Marketing Channel
Learn why you want to make directory website today.
125. Why Your Web3 Company Needs Email Marketing
Web3 brands are overlooking email despite it being one of the best ROI channels available. Here's why you should be using email in your Web3 growth strategy.
126. The Do's and Don'ts of Mark Zuckerberg's Growth Marketing Strategy
Here are the biggest takeaways for growth marketers from Mark Zuckerberg’s appearance on the Joe Rogan Experience.
127. How I Grew My Twitter Account From 0 to 64k+ in Less Than a Year
How I Grew My Twitter Account From 0 to 64k+ in Less Than a Year.
128. From Mid-level Developer to Engineering Manager: A Story of Professional Growth
Cheslav Novytskyi, Engineering Manager at Innovecs, shares his experience which may be useful for software developers in advancing their careers
129. Four Insightful Growth Strategy Graphs
Top picks of growth hacking visuals curated by Growth Academy — The growth strategy course by leaders from Silicon Valley
130. 14 Advanced Techniques for Getting More Instagram Followers
A few days ago, I saw this incredible story on Reddit about a guy called Max who works for a paddleboard startup. This Reddit post was titled “How a paddleboard startup used Unsplash to build brand awareness”.
131. Entrepreneurship Class Secrets: Safety Nets, Shortcuts, and The Five
Finding success in entrepreneurship is hard. I would know. I have spent many years talking about, or being involved in, entrepreneurship. I started a UK-based fashion business six years ago, and that all-encompassing dumpster fire makes up most of what I know today about marketing, e-commerce, branding, and how no one will buy your stuff if you just do things the way they’ve always been done.
132. How the Implementation of AI in E-commerce can Boost Your Business
This article is about the benefits of artificial intelligence in eCommerce. It provides a futuristic approach to artificial intelligence in e-commerce business.
133. Reflection: Top 5 Tips to Bootstrap From $1.5K to $16K Monthly Revenue and Raise $400K
My reflection on five key strategies that propelled our startup from bootstrapping to $16K monthly revenue and successful fundraising.
134. Understanding the Intricacies of Growth Marketing for Lean Startups
For most companies, growth marketing is the way of the future for leveraging data and agility to scale revenue and increase customer lifetime value.
135. Subscription Revenue Playbook, Part 1: Scaling from $10M to $50M ARR
136. My Path to Six Billion Notifications Sent
In January 2019 I launched Truepush, a free forever platform for Push Notifications, on ProductHunt. The very next morning after trending as the “Product of the day”, the skyrocketing growth was set to take place in the next coming months. A lot of growth strategies were implemented and continuous feature updates were done covering the journey of one whole year.
137. Sentrii Unveiled: How AI is Shaping the Future of Fraud Prevention in Web3
Explore Kennard's insights on Sentrii, an AI-based solution from the Crypto.com Hackathon, revolutionizing Web3 security against digital scams.
138. Growth Isn't The Opposite of Profitability
Profitability is good. Growth is also good. But is one better than the other? Do you have to sacrifice one in order to get the most out of the other?
139. The Overlooked Value of Internal Component Libraries
High-quality design is a justified expense for companies of any size, regardless of the hefty price tag. Internal component libraries, on the other hand, aren’t
140. A Practical Setapp Guide For Measuring Product-Market Fit
141. It's Web3 Time, But Are We Ready?
There is no denying that the reality of Web3 is the future of the internet. However, only a fraction of the developer and founder population are building in it.
142. Our Outreach Setup That Grew an E-Commerce Store to 2.5M ARR [How We Did It]
This article is a step-by-step guide on how to get quality data, set up your email accounts, and follow up at a scale of 100k emails per day with a 95% inbox rate.
143. Decoding the Art of Influencer Marketing: 7 Essential Insights for Entrepreneurs
Influencer marketing, set to be worth $22.2bn by 2025, can be a good way to reach target audiences in a crowded digital world.
144. Why CIOs Must Focus on Accelerating Kubernetes Adoption
The blog discusses why CIOs must focus on accelerating Kubernetes adoption, as a futuristic technology, within their enterprises to ensure business continuity.
145. Make it Sticky, then Acquire: 4 Pricing Lessons From My First 0-100 Users
In an ideal world, the goal of any business starting up is to make money. In most cases, the profitability of a product is closely tied to how you as a product manager choose to price your product. Apart from building a product that provides real value to its customers, profitable monetization is the second most important aspect of running a successful business.
146. Cybersecurity is a Big Competitive Advantage. Secure Your Win.
A majority of America's small business owners aren't worried about being the victim of a cyberattack. Why?
147. Understanding and Responding to the Changing Trends in Growth Marketing
Growth marketing is a relatively new marketing tactic that is actively adopted by different organizations nowadays. We decided to dive deep into this topic to get a better understanding on why it is being actively adopted, what kind of challenges organizations face when implementing growth marketing tactics, and whether they would recommend it to others.
148. 6 Main Reasons Why TechCrunch Won't Feature Your Startup - Part 1
Getting published on TechCrunch is like getting a golden ticket. But you have to learn from your mistakes before you get there.
149. The Game AI Problem Computers Were Never Built to Solve
An explainer on why brute-force AI fails at grand strategy games, and how hybrid LLM architectures enable long-horizon strategic reasoning.
150. I Got These Results After Spending $162 Copying Crypto Marketing Scammers
I copied the common approaches used by crypto scammers to see if they really work. Here's what happened with a tiny marketing budget...
151. Diving into Crypto-PR: A Beginner's Guide
Whether you’re completely new to blockchain PR or have years of industry experience, this guide will walk you through everything you need to know
152. Brands, Find the Right HackerNoon Services for You
Discover HackerNoon's marketing services for tech brands. From business blogging and SEO to targeted ads and writing contests - reach 4M+ engaged technologists.
153. 10 Quora Growth Marketing Commandments
Top 10 Tips How To Use Quora For Growth Marketing
154. 6 Ways to Leverage AI for Lead Generation
Looking for new ways to generate leads with ease? Have you considered putting AI to work? Here are 6 ways to leverage AI for lead generation.
155. 4 Strategies to Skyrocket Your Startups Online Visibility
Have you ever observed how a spaceship propels itself into the orbit?
156. 5 Hacks to Grow Your Startup Business
Are you struggling to grow your startup business?
157. Meet the Writer: Anna Nadeina, Turning Experiments Into Growth Strategies
What it means to be a Growth Marketer for dev tools.
158. Creative Performance Engineering: A Strategic Framework for AI-Driven Marketing in 2026
In 2026, the problem is no longer how to make more ads. It is how to stop making the wrong ones.
159. Getting to the Promised Land of Software Engineering
A software engineer navigating the benefits of good communication in a remote workplace
160. The Untold Story Behind Paid Marketing in Web3
The Untold Story behind Paid Marketing in Web3, Read this to stop wasting money on advertisement that doesn't convert.
161. The Four Key Drivers to Accelerate Our SaaS Business
Every business will look for ways to take a rapid path to success quickly. Not everyone in the world needs your product, and that’s alright. So trying to run behind everyone to pitch your product is simply a waste of time.
162. Using Instagram Email Scrapers To Scale an eCommerce Brand
This article goes over my strategy when I used an Instagram Email Scraper to scale my eCommerce brand. I highlight my trials & errors so you can learn from me.
163. 9 Hacks to Rank YouTube Videos in Google
Do you have a few videos uploaded on your YouTube channel but got only 18 views? Don’t worry; it’s the story of every other YouTuber. The views on your YouTube video determine your success on the platform. That is why we see highly creative content over there. Not only for individuals, but YouTube is the best marketing platform for business owners. You can use YouTube as a part of a marketing strategy to reach masses.
164. How to Rank a Youtube Video on The First Page of Google
Youtube is the second largest search engine in the world, next only to Google. Google, who owns Youtube has slowly been rolling out video search results on its search engine over the last 3 years. We all know video is the future of content consumption. So, I’m here to put the idea out that Youtube is pioneering web search 2.0. We can learn some pretty interesting things about video SEO with this perspective.
165. 7 SaaS Metrics that Affect Growth in 2022
This guide provides actionable insights on the most important SaaS metrics, how they’re calculated, and how you can use them to improve your business.
166. Inside the Mind of a Successful Startup Founder
As a startup coach, I meet a lot of inspiring entrepreneurs. It’s really one of the perks of the job. However, some stand out more than others, especially when they are the minds behind big startup success stories. I get really curious and want to know exactly what was going on in their minds and the actions they took, which made them one of the top 10 % of startups who survived.
167. The Internet Is Now Built for AI, Not Humans
AI is now the biggest user of the internet. When agents make all buying decisions, only four marketing channels survive. Here's the founder playbook.
168. Email Marketing For Tech: A Definitive Guide
Tech companies can use a wide range of inbound marketing strategies to generate leads and grow their companies - but none has a higher lead conversion rate than email marketing.
169. 3 Examples of Lead Generation Activities For B2B & SaaS Companies
Here are some examples of innovative lead generation activities that will skyrocket your sales in 2020.
- Triggered Messages From Chatbots 🤖
170. The AI Flywheel: A Product Leader’s Guide to Building Compounding Growth
Forget the funnel. The growth models of ChatGPT, Gemini, and Midjourney reveal a new product-led playbook. Here’s how to engineer your own AI growth engine.
171. Email Marketing Checklist
Your one-stop checklist for email marketing including common mistakes to avoid, parts to prioritise and other technical components that good campaigns have.
172. Technical Debt Isn't Technical at All; It's Not Even Debt
People assume they know what technical debt is, however, almost no-one understands it.
173. The Ultimate AHREFs Guide: Keyword Research and Beating Your Competition
Want to defeat the competition in a clever yet effective way? Get to know how to take advantage of Ahrefs and take the first spot in SERP!
174. How Do Positive Online Reviews Affect Your Bottom Line?
According to a study by BigCommerce, 68% of customers are influenced by trustworthy reviews, while 92% read online reviews before buying. Sounds crazy?
175. A Guide to NFT Marketing; a Web3 Essential
WEB3 Marketing is an essential for any business aiming to approach the WEB3 space.
176. How to Leverage LinkedIn & Quora for Building Your Brand's Presence Online?
“SEO is dead. Social media works only when you pay for
ads. Content distribution is harder than ever!”
177. 7 Psychological Hacks to Impress Your Customers (& Boost Sales)
Meaningful relationships are high maintenance, but always worth the investment of efforts and time.
178. I Read X's Open-Source Algorithm: Here's What Actually Matters in 2026
X open-sourced their algorithm. Here's what the code actually says about organic reach signal weights, the distribution window, follower quality, and what get
179. TikTok Influencer Marketing: How to Develop Your Strategy?
Wondering what all this buzz around TikTok is about?
180. 4 Ways to Grow Your Business Without Hiring
Growing a company is tough, and it can become even more difficult if entrepreneurs don’t ask the right questions.
181. Fundamentals of User Onboarding in Product Marketing
User onboarding is the process of introducing new users to a product and helping them understand how to use it effectively.
182. How Can Companies Use AI for Better Customer Experience?
Explore how AI can help businesses to upgrade the experience of new and existing customers.
183. Ensemble Time Series Forecasting at Scale
Ensemble Forecasting using time series model with data preprocessing, forecast decomposition and data pipeline overview using machine learning and data science
184. Faster is Safer: How Software Physics Beats Human Psychology
The idea that we make software safer by releasing it slower is an illusion. Here's why.
185. Top Guiding Principles on Growing your Startup
You have a talented team, and your teammates both embrace your vision and are helping you shape a matching culture. Congratulations as these are two big ‘wins’ that many investors will rank above opportunity size.
186. I Built An SEO Content Software And Made $5k in a month: A Case-Study
187. 14 Habits Of The Growth Hacker Mindset: A Deep Dive
What is a Growth hacker mindset and its 14 habits?
188. Hidden Costs of Starting a Small Business
If you own a small business, limiting your costs is just as important as maximizing your revenue.
189. Performance Marketing vs. Growth Marketing: How to Prioritize Correctly
For businesses, it Is important to understand what marketing strategies serve your requirements per time, whether its performance or growth-oriented
190. Why You Need An Unfair Advantage Today
Does your digital content fail to drive action and get results? Ever wonder why your content isn't showing up in search results?
191. Guide to Growth Marketing: Who Needs Growth Marketing Team?
Growth marketing becomes very important. What is growth marketing? How to create a growth marketing team? Who needs a growth marketing team? Read this article!
192. Empowering Growth through Product Metrics
This article will guide you through some unique approaches used by product-led companies as examples.
193. How Small Businesses Get the Most Out of Mobile Apps
Today business owners should consider their apps as effective tools for doing business with customers and staying connected.
194. 15+ Growth Marketing Strategies for Businesses (with Examples)
What is growth marketing?
195. The 'No-BS' Guide to Growth Hacking
Uncover the art of growth hacking, master gamified onboarding for B2B success, and learn why building a free tool can redefine your strategy.
196. The Components of a Successful Developer Marketing Strategy for Software
This article goes over the importance of having a marketing strategy and the nuances involved in developer marketing in the software space.
197. 15 Low-Cost Techniques for High Conversion Rate Optimization
Websites are like sales person that work 24/7 for your business. Learn these 15 tips for creating a high-converting page.
198. You Either Grow Your Business or You Don’t - Growth Hacking is Total BS!
There is no short cut to business growth; hacking or not! It takes good effort, consistency, and innovation to build a business that can stand the test of time.
199. Why Throwing Money at Growth Marketing is Not a Bad Solution
When people drink beer and watch movies this is what you get when they enter the growth marketing zone.
200. How to Project Growth in Product Management
Growth Marketing is a broad concept in the consumer product space in general.
201. Growth Marketing Hacks: 9 Effective Strategies to Increase Your Metrics
If you're looking to increase your website's metrics, growth marketing is the process for you.
202. Steal Like Robin Hood: 3 Low-Cost Marketing Ideas for Small Businesses
Are you looking for low-cost marketing ideas for small businesses? This article is for you.
203. Brand Community Platforms: The Secret to Customer Retention
Stop losing customers after the first sale. Learn how a brand community platform builds unshakeable loyalty and slashes support costs. Start building your tribe
204. Fast Data Center Growth in Indonesia: The Rising Digital Risk
Indonesia’s cloud infrastructure is surging — but so are its digital vulnerabilities. As data center capacity skyrockets, the country faces serious risks.
205. How to Debug and Automate Processes in the Sales Department
The Sales department is the only one in the company that makes money. It is logical that management seeks to maximize its productivity. One way is automation.
206. Increase Your Onboarding Conversion by Over 20% with These Techniques
Everything you need to know to drastically improve your SaaS onboarding completion rates.
207. How to Drive Growth for Your Online Business at the Point of Sale [Deep Dive]
What matters most to a business at the end of the day? Revenue. I am sure most of you would agree with me on this. All your marketing efforts go down the drain if you are not able to generate enough conversions at the end of the day or retain your customers for that matter.
208. A Guide to Surviving in a Tech Company as a Non-Technical Staff
You have just started working in a prestigious tech company. But the problem is that you have 0% knowledge about tech. Here's how you can survive.
209. Community as a Distribution Growth Engine
Learn how to turn your community into a distribution growth engine with KPIs, growth loops, and strategies that drive scalable ROI.
210. A Ethereum Defi Researcher and a Bay Area Solo Dev Walk Into A Zoom Meeting...
Why we started a digital marketing agency.
211. The Year in Marketing: What You Need to Read Before 2026
Explore 2025's top marketing resources: Web3 strategies, AI-optimized content, budget frameworks, and tactics for reaching engaged tech audiences.
212. Bootstrapped Growth: The Best and Worst of 2023
Learn from my successes and mistakes and become a better startup founder. Here's what you should do and what to avoid.
213. How to Save Time on Marketing: 50+ Tasks Done With a Click
Learn about Aiter.io: an AI tool to automate ads, gain strategic insights, and effortlessly manage 50+ tasks with a single click.
214. Growth Hacking for Remote and International Developers – Part II [Podcast Transcript]
Chris Hickman and Jon Christensen of Kelsus and Rich Staats of Secret Stache continue their discussion on growing high-performing remote and international engineering teams.
215. Affiliate Marketing Tips for Beginners
Companion advertising is exceptionally successful for those who understand what you are performing. As soon as you have become successful and are making a really good salary from this, look at inquiring your plan for a higher quantity of loan.
216. Agentic AI Could Break the Old Rules of Job Displacement
This is a Plain English Papers summary of a research paper called Agentic AI and Occupational Displacement: A Multi-Regional Task Exposure Analysis of Emergi...
217. Cybersecurity Marketing Playbook Offers 7 Low-Cost Tactics to Hacking Growth
7 low-cost cybersecurity marketing tactics to rival industry giants. Learn how to leverage SEO, micro-influencers, and community engagement to grow your startup
218. 8 Growth Hacking Principles for (Near) Guaranteed Startup Success
A lot of entrepreneurs have great vision, but lack growth hacking skills. Here are 8 growth principles to help startups succeed in 2022.
219. From Zero to Unicorn: A Playbook for Explosive Startup Growth with Ankit Maloo
Explore cutting-edge startup growth strategies with Ankit Maloo. Learn about demand generation, influencer marketing, and AI-driven tactics for business growth.
220. My VC Journey: I Wasted $1M On Marketing Until I Decided To Pivot
From spending $1M on marketing to pivoting and growing into an indie success.
221. 5 Key Valuation Ratios Every Company Founder Should Know
Ratios of valuation are important in establishing a company's value. A valuation ratio expresses the link between a company's market value or equity and a basic
222. The Dirty Secret of Shipping
223. 4 Lean Marketing Strategies for Disruptive Startups
Startups rarely have money to throw around on ostentatious marketing strategies.
224. Next Holiday Season, Ignore Everyone Except One Customer
Holiday marketing sucks. Next year, ditch the ads and discount vouchers for a campaign targeting one person. Here's how.
225. How to Keep Mission-Critical Business Data Secure in the Mobile Age
Andrew Nichols | Protecting Mission-Critical Business Data in the Mobile Age
226. You Can’t Growth-Hack Developer Trust
Developers trust proof, not hype. Startup marketers have to earn that trust.
227. How Smart Analytics Can Help Small Businesses Boost Sales
Technology has taken over the world, now is the time for small businesses to realize that what they need is tech. Smart analytics makes everything easier.
228. How to Get Over 1000 Beta Testers for Your SaaS App in 1 Week
A couple of weeks ago, we released our new SaaS app MagicFlow (2K+ MRR) to the public after a 1.5 months beta period.
229. What Can Flash Gordon Teach You About Sustained Business Growth?
With 283% growth over a three-year period, no one would be faulted in believing that Sashen’s theories and intuitions are at the heart of Xero Shoes' success.
230. What Are Some Simple Ways to Find Out if Your Business Idea Is Any Good?
With the help of digital technologies, it will be easier for any startup to constantly research its audience, interests, and current needs.
231. How to Grow Personal and Business Finance: Lessons from the Richest Man in Babylon
A classic guide to economic freedom in the 21st century.
232. Recycled Ventures: How to Drive your Startup out of Stagnation
Startups lose billions of dollars in VC funding every year, but they can still succeed by “recycling ventures."
233. How To Fix 8 Common Landing Page Mistakes Made by Early-Stage Startups
If you think your copy is ‘meh’, can’t get sign-ups, or don’t know how to explain what you’re doing… Hey 🖐 I’ve got some fast landing page tips for you.
234. You Really Only Need 2.45 Billion True Fans To Be Successful
This is a guest post by Mark Zuckerberg about how to achieve moderate internet success.
235. Unlock the Hidden ROI in Your Website's SEO With Quarterly Internal Linking Strategies
Boost your B2B website's SEO with quarterly internal linking. Audit links, prioritize key pages, and drive results with actionable strategies.
236. One-on-Ones That Actually Move Your Career Forward
237. Growth Hacking for Remote and International Developers – Part 1
Chris Hickman and Jon Christensen of Kelsus, along with Rich Staats of Secret Stache, discuss lessons learned while working with remote and international engineering teams.
238. 'Why Do You Want This Job?' How to Avoid the Interview Trap
Compared to other brain teaser questions, the relatively common "why do you want this job?" is the best one take advantage of if handled correctly.
239. How Technology has Changed Commerce Over the Last 20 years
Commerce has dramatically changed with the advent of the web and its further development. Modern offline commerce is digitalizing, providing innovative features
240. More A/B Tests Won’t Fix Your Growth Problem
241. Increase your Web Copy Conversions with better Messaging
Clear messaging helps your copy stand out and drive desire for your solution. This article shows two ways to use messaging to drive more conversions.
242. How I Used Hackathons to Grow My Startup
We did 7-8 hackathons in first couple of years that helped us get around 1000 users. Read how we did it and key takeaways if you want to do one for your startup
243. Ryan Stewman on The Secret to Closing More Sales
Ryan Stewman | How to Close More Sales
244. The Ultimate Growth Hacking Playbook
The term growth hacking reflects the processes and experiments carried out in a company to boost its customer base and revenue.
245. Self Study Helps Law School Graduate Become a Software Engineer at Amazon
A change of heart and access to a repository of information prompted a law school graduate to purse a career as a programmer.
246. The Ultra-Wealthy’s New Alpha Strategy for 2026
Why the ultra-wealthy in 2026 are moving beyond traditional markets in search of alpha, privacy, and real jurisdictional protection.
247. Subscription Managers: When They’re Worth It
248. Deloitte's Adam Weissenberg Talks About Planning for the Future as an Entrepreneur
Adam Weissenberg - Vice Chair, Deloitte | How To Plan for the Future as an Entrepreneur
249. 6 Most Common Product Marketing Mistakes Founders Make
At this point, my co-founder and I have helped over a dozen software companies with their product marketing (both as an agency, and freelancers).
250. The Best Marketing Automation Tools for Small Businesses
Marketing is important to any business either small or large. But as customers are evolving, so does the unpredictable marketing landscape. This necessitates relevant businesses likely to spend more and more time in order to keep up with the latest trends and evidence.
251. 8 Truth Bombs of Launching your Product on Product Hunt🚀
A guide on raw truths behind launching your product on Product Hunt from a company that made it into the top 10 on that platform thanks to their understanding.
252. A Framework for Startup Growth in the 21st Century
Learn an 8-step framework for building sustainable tech startups that balance profitability, customer value, and ethical workforce practices for lasting growth.
253. Company of One: The Benefits of Keeping Your Business Small
And why growth doesn't always make sense.
254. How Blogging Can Benefit Your Business: A Step-by-Step Guide
Start generating leads to your blog using this simple guide.
255. $500M TVL Within A Week: Lessons from #Blur and #Blast🚀
Explore insights into Web3 success: Lessons from #Blur and #Blast, revealing strategies beyond tech in decentralized ventures.
256. The Most Painful Startup Failure: Loved Product, Zero Business
257. What the Strangler Fig Pattern Teaches Us About Modernizing Legacy Software
See how software teams use the Strangler Fig Pattern to modernize legacy systems through gradual migration, lower risk, and faster wins.
258. The Negative Yield Crisis in Israeli Real Estate
259. The Metrics Review Ritual That Turns Product Work Into Revenue
260. Inside Will Jiang’s Ethical Growth Hacking Strategy for Social Media
How Will Jiang scaled Instagram and Rednote through ethical growth engineering, frictionless UX, and AI-powered global expansion.
261. Attracting Customers to Your Business | Foot Traffic Formula Founder Stacy Shares Her Insights
In my recent conversation with Stacy Tuschi, we talked a ton about the entrepreneurial journey, how to get started, and how to scale as you grow.
262. How to Become a Content Hacker: Top Tools for Hands-On Marketers
I've been working as a single-person marketing department for the past two years with a primary focus on content hacking for the generation of marketing qualified leads (MQLs) and brand awareness. It's needless to say that I wouldn't be able to punch above my own weight and be effective without using freelancers, interns, and online tools that help automate and facilitate inbound marketing efforts and reach crucial KPIs.
263. This 7-Step Framework Guided Me to $300K in Monthly Revenue
We've just hit $30K per month in revenue for a product launched only 10 months ago. Here's the roadmap we followed to secure those first 100 customers.
264. The Most Important Lessons for a First-Time Entrepreneur
The Most Essential Things to Teach a First-Time Entrepreneur
265. Payment Processing 101: The Easiest Way to Increase MRR
Payment Processing is hands down the most powerful and least understood growth level for subscription business.
266. Subscription Growth: The Momentum You Can’t See
267. 4 Easy Tips to Get Your First 200 Beta Testers
I’ve seen many indie product creators or team members work on their product/SaaS for months and after developing it, they mostly don’t know how to get their first beta testers.
268. Growth Marketing vs Growth Hacking: Difference and Benefits
This article discusses the difference between growth marketing and growth hacking. It covers what are the benefits of growth hacking and rules of growth hacker
269. No Bullsh** Guide to Start a Money Making Blog in 10 Minutes
Be it for your passion for writing or to help generate an extra income, blogging is your one stop solution.
270. 5 Tips to Get 245,466 Views on Your Tech Vlog
In this article, I'll talk about how I got over 245,000 views on my tech vlog and give you some tips on how to replicate my success.
271. How I Hacked My Schedule for Self Improvement
If you have ever read a self improvement article, a success story about starting a business, or an article about top reasons to be an entrepreneur, this may pr
272. Stop Summarizing - Start Shaping
Stop wasting tokens on AI summaries. Learn how to architect a strategic 'Shaper' agent using Gemini to reclaim 32 hours of founder liquidity per month.
273. PSA: Stop Using the Word "Growth Hacking" in 2020
OK guys, here's the thing:
274. The Hidden Tax That Slows Every Product Team
275. 4 Ways To Use Quora to Promote Your Website
As a professional outreach specialist, I am often tasked with finding high-quality web sources to get a quality traffic. One of the best and well-known resources for link-building purposes is Quora. This is a place where billions of people are asking numerous questions each and every day.
276. How to Unlock Product Market Fit and Rapid Growth for Startups
Discover the key finding the elusive “product market fit” and unlocking rapid growth with steps you can start today.
277. 7 Reasons Content Marketing Is The Lifeboat Of Startups
Today we are living in a generation where talent and ideas are being
valued more than anything else (fortunately!). There was a time when businesses were only for the people who either have a legacy or a bag full of money.
278. Teaching AI to Debug Might Beat Teaching It to Remember
279. How To Incentivize Free Marketing For Your SaaS Product
Your SaaS product is likely more important than ever before, given that many businesses are pivoting to the world of digital retail and find themselves in desperate need of excellent software to facilitate this sudden change. Despite the fact that SaaS products are in hot demand, however, many of their creators are unfamiliar with the best marketing tactics that are needed to cut through the marketplace’s noise and reach out directly to prospective clients. Furthermore, many SaaS gurus understand that free marketing for their product would be fantastic, but have no idea how to generate such advertising without having to pay for it.
280. 4 Months, $2.1k Per Month - All Open-Source Here's How
Open-source can be the fastest way to make money online.
281. AI for Marketing Automation: Strategies and Tools for Marketers
AI tools and strategies for better marketing automation.
282. 7 Digital Marketing Strategies to Grow Your Online Business
want to grow your business online? Here are the seven efficient digital marketing strategies that can help.
283. Competitor Analysis: Why It's Vital for Business Success
Three steps to conducting a comprehensive competitive analysis and how to leverage the information you collected to drive growth for your business.
284. Product-Led Growth Strategies: Navigating Change and Innovation in Challenging Times
Product management is evolving, making growth marketing indispensable.
285. Why You Should Move Your Corporate Infrastructure to Cloud
Find out what benefits and opportunities you will get by moving your corporate infrastructure to the cloud.
286. My Advice For Devpreneurs As A Coder Who Learned Marketing
People are less interested in what you built but more in how you did it and the rollercoaster ride along the way. The goal here is to master storytelling.
287. How Giveaways Can Support Explosive Startup Growth
Capitalize on our collective love for free stuff and get your startup more exposure online.
288. Why Launch Order Can Make or Break a Subscription Business
289. How to Hack Your Money With a Growth Mindset
Very few people understand basic financial concepts. That’s probably because we are taught from a young age that we shouldn’t talk about money. Unfortunately when people don’t talk about money they don’t learn how to manage their money, and finances become something mystical unable to be controlled or understood. But when people take the time to learn about managing their personal finances things turn out better. What if you could apply a growth mindset to hacking your finances?
290. 10 Reasons Your Retention is So Low
At Food Rocket, we consider retention our key metric, and this is especially true for doing business on the US market in general.
291. The 4 Marketing Channels That Took My Bootstrapped Startup to 1M Users
A founder shares a proven four-channel marketing system—ASO, organic social, influencers, and paid ads—to scale startups without relying on viral luck.
292. Designing Fintech Across Fifteen Countries
What I learned designing VALK's platform across 15 countries - date formats, RTL, regulatory UI rules, and how to structure Figma for regional variants....
293. Your LTV is Capped by the Problem You Solve
294. 8 Underrated Marketing Ideas to Find the First Users For Your SaaS Startup
Actionable business growth hacks for startup founders to scale quickly and efficiently. Learn strategies to boost revenue, optimize operations, and drive growth
295. 7 Growth Hacking LinkedIn Chrome Extensions to Up Your Sales Game
LinkedIn is one of the top sales and marketing tools for 2021. LinkedIn is apt for prospecting, networking, email collection, and connecting with clients.
296. Why Successful Companies Like Netflix Always Kill the Free Tier
297. Why Most Developer-Led Startups Struggle to Scale — and How Smart Marketing Fixes It
Most dev-led startups fail to scale due to poor visibility. Discover how smart digital marketing strategies can drive growth, leads, and traction in 2025.
298. SaaStock West Coast 2019 Launches in Startup Mecca San Francisco
SaaStock, "a global community of software as a service (SaaS) founders, executives, and investors" is an ambitious organization with successful events already held in Latin America, Asia, and the U.S. Eastern Coast. West Coast (happening now), Dublin, Australasia, are the final events planned out for this year. San Francisco and Silicon Valley is the birthplace of the world's biggest SaaS companies which brings symbolic significance for this particular event. Unlike the other events held by SaaStock, the West Coast event is specially catered for companies with traction and already in the growth stage doing $0-$10M in ARR.
299. Recurring Revenue Isn’t a Silver Bullet for Subscription Growth
300. The True Cost of Technical Decisions
Outsource the plumbing. Build the magic. The senior engineer's rule for deciding what to build vs. buy—and why Uber's 2,000 microservices matter.
301. 5 Proven Hacks for Crafting Video Content Your Audience Will Love
Whether you're just starting with video marketing or looking to take your efforts to the next level, these hacks will up your game.
302. The $0.01 B2B Lead: Engineering an Autonomous SDR Agent
Learn how to engineer an autonomous SDR agent using Gemini 2.5 Flash and n8n. Scale high-intent B2B lead generation for just $0.01 per lead
303. Case Study: 6 Growth Tactics that Turned Freshworks into SaaS Unicorn
Before getting into this growth story, I’d like to give a shoutout to Chris Von Wilpert from Sumo for inspiring me to write this case study.
304. The Lessons I've Learned After Hosting 70+ Podcast Episodes
How to book amazing guests for your podcast and what tech and software to use to produce quality content.
305. 5 Tips to Ensure Google Ad Campaign Success for Small Businesses
Tired of bleeding money on Google ads? Here are the 5 tips to ensure Google ad campaign success for small businesses.
306. Starlink’s Rapid Growth Points to a Tantalizing 2022 IPO
It appeared that Starlink’s subscriber growth was slowing down, paving the way for potential problems when the company’s eventual IPO landed.
307. 7 Working Ideas to Market Your Business Online
A common problem among many businessmen is that they know the ins and outs of the industry, understand the market and keep proper financial records but underestimate the role of promotion.
308. Before Taking a Payday Loan, Read this!
What you need to know about payday loans. How it works and how to apply payday loan online
309. How I Audit Startup Funnels in 1 Hour to Find Their Leaks
Quick 1-hour method to audit startup funnels and find conversion leaks for SaaS and growth-focused companies.
310. How to Scale Globally as a Niche Startup: DNA of Wachanga's Success
When you think about profitable business opportunities, mobile apps for parenting are probably not the first thing that comes to mind. But the Wachanga team manages to prosper, attract investments, and keep global leaders on their toes. How?
311. Discover Morning Brew's Growth Secrets for YOUR Next Venture
Morning Brew used these secrets to grow their business. Find out how you can apply them to your next venture.
312. Your Old Employer Might be Your Best Bet for a New Job
The coworker that just left the company may be back, and they might return sooner than expected.
313. The Subtle Art of Making Tough Decisions
Some decisions in business are tougher than others: it comes with the terrain. Some parts of the world are covered in desert while other parts are covered in beaches with coconut trees. And in the same way, some decisions in business feel like paradise, and others feel like a sweltering desert.
314. Startup Success Is Now Being Engineered by Invisible Technologists
Behind every startup success is an invisible technologist. Discover the unseen experts engineering trust, scale, and security in the AI-driven age.
315. Hack Your Way to Knowledge and Growth with a Mentor
Mentorship is a great way to hack your way to knowledge & speed up your career progression without cutting corners or having to make your own costly mistakes.
316. How I got Interviewed by Fiverr Without Sending a Resume
If you are passionate about the Tech sector you have probably dreamed at least once of being a Googler, of being part of the team that will launch the next iPhone or working on the next feature of an app with millions of users.
317. Make Q1 Marketing Count: Focus, Execute, Deliver
Make Q1 2026 marketing actually work. Focus on one channel, one conversion fix, and one process improvement. Allocate budgets wisely and execute consistently wi
318. NASA Space Entrepreneur Releases Growth Hacking Secrets in New Book
The new book Growth thinking — thinking, design growth hack is a blend of design thinking and modern modeling tools like business model canvas.
319. 4 Important Tips to Help Scale Your Startup in 2021
From a business perspective, 2020 has made one thing clear: the world is going digital at an accelerated rate. If you think about it, this is the first time in history when most business is happening virtually, offering a unique position to companies worldwide to create a footprint and legacy like never before.
320. Most “PMF Problems” Are Actually QA Problems
321. Spend Less on Ads, Get More SEO: A Smarter Growth Play
An unconventional way to optimize your marketing campaign, spend less on Ads and get better SEO results for free.
322. How I Build and Test AI App Ideas in 48 Hours with $50 (Without Being a Coder)
A non-coder’s guide to quickly testing AI product ideas using no-code tools, market research hacks, and Reddit ads — all for less than $50 and in under two days
323. Strategic Ways to Leverage Content Marketing
Although it has been around for a while, the purpose of content marketing still seems to elude many entrepreneurs.
324. The One Common Mistake Companies Make to Calculate Market Share
Struggling to dominate your market? Learn How to Calculate Market Share the smart way and avoid the costly mistake that keeps CEOs in the dark.
325. 4 Ways to Scale Your Business With Cloud Computing
326. Growth Hacking Is Dead - Systems Are Eating Marketing
Growth hacking no longer delivers repeatable results. Not because marketers got lazy. Not because audiences disappeared.But because the environment changed.
327. Liquid Staking is the New Staking: An Exclusive Interview with Tushar Aggarwal, CEO of Persistence
A conversation with Tushar Aggarwal, CEO of Persistence on why liquid staking is the new frontier in DeFi and how it unlocks DeFi’s full potential.
328. Why Starting Your Growth Strategy with Channels is Stupid
Unfortunately, most acquisition strategies start with channels and where to spend money — like ads, social media, and SEO. According to Myk Pono¹, author of the Marketing Playbook, the standard acquisition process often looks like this:
329. Growth Marketing and Sales: How to Work Together to Turn Prospects and Leads into Growth
Learn how growth marketing and sales can work together to turn prospects, inbound leads, and high-intent buyers into lasting business growth.
330. Use This "Two-Track" Model to Guarantee Affiliate Marketing Success
Creating a successful affiliate marketing strategy isn't easy. However, you can increase your chances of success with this simple two-track affiliate model.
331. Map Customer Journeys with Content Marketing
Let your content be the guiding light on the pathway of your customer journey
332. The Age of Marketing Funnels is Over
The traditional funnel assumes all leads are equal, ignoring the nuances of behavior, intent, and context.
333. How I Grew My Twitter Audience From 0 to 500 Followers in Just 30 Days
334. Minimize Risk When Launching Digital Products And Make Passive Income
Launching a new digital product is risky... unless you're following this zero-risk validation model
335. Take The Lead's President Gloria Feldt Says Empthy is the Most Important Skill You’re Not Developing
Gloria Feldt, President Of Take The Lead | The Most Important Skill That You’re Not Developing - Emp
336. The Breakdown-Buildup Method for Skyrocketing Growth!
The only 🔥 tool 🔥 you need to break the bank 🏦 !
Focuses on first principles to analyze and improve upon current processes, leading to exponential growth.
337. Forget Growth Hackers: What The World Needs Now are Experience Hackers
338. Why We Run 200+ Product Experiments in a Year and Why You Should Too
Thanks to experimentation, everything can be done quickly and cheaply. This approach has become our routine at Parimatch Tech.
339. How Hashtags can Improve Your Instagram Growth (Case Study)
We wanted to conduct this experiment to show you how you can use organic and genuine techniques to explode your reach on Instagram with very simple techniques, helping you grow with real Instagram Followers.
340. Do You Need All This Data?
A “lean data” strategy is necessary for today’s e-commerce businesses to stay nimble, avoid “data muck” and not be bogged down by too much data.
341. Cracking the Code of Organic Reach: A Startup's Guide to Sustainable Growth
Master organic reach with data-driven content strategy. Learn how to attract genuine interest, build brand authority and drive sustainable
growth in this post.
342. 7 SEO Mistakes That You Should Avoid in 2022
Take a look at the 7 SEO mistakes you should avoid if you are serious about increasing your site traffic as much as you can. Keep your SEO strategy intact!
343. How to Prevent Churn: 8 Crucial Tips for First-Time Managers
Useful tips on how to properly manage a team, for first time managers as well as, managers working with a new company or organization.
344. How To Create Customer-driven Marketing Strategy for Your SaaS Company
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345. 6 Data Analytics Growth Hacks for SMBs
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346. How a Game About Birds Fighting Pigs Got Valued at $1 Billion: The Angry Birds Story
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347. Deceptive Perception of User Experience
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348. The Startups That Win Will Ship Faster and Smarter
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349. The Efficiency Paradox: Why Debt Recaps are Killing Western Alpha
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350. Code Reviews: Here's What They Actually Teach Us
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351. The Blind Spot of Optimization Strategy
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352. From "Bad Period" to #1 on Product Hunt: How I Built PH Wrapped in 24 Hours
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353. Talking With Jake Dunlap, CEO & Founder of Skaled About the Past, Evolution and the Future of Sales
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354. Power-up: Machine Learning and Data Engineering (R)evolution for Optimizing Marketing Efforts
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355. Scale Is Not a Goal: Why Most Software Architectures Are Overbuilt
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356. An Entrepreneur's Guide to Finding Growth Opportunities Through Customer-Discovery Research
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357. A Natural Progression From Growth Marketing Manager to GTM and RevOps Leader
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358. Personal Growth Hack: How to Get the Most Out of Your Project Shortcomings
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359. 4 Steps To Being a Successful Startup Founder
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360. AMA With Musician Turned Growth Marketer, Gaetano DiNardi
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361. How to Use Customer Service as a Growth Strategy
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362. How to Design a Product Trial That Actually Converts
363. Using Comments to Grow Your Insta/Facebook Profile
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364. Introducing the Secret Weapon You've Needed All Along for Sustainable SaaS Growth: Growth Loops
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365. AI Marketing Tools in 2025: Ship Faster, Convert Better, Sleep More
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366. Business Life At Times Of Coronavirus
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371. The Real Reason Most Software Products Die
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372. Steroids For Your App Development: A Recipe For Exponential Growth
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373. A foray into growth marketing
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376. Authoritative Infographics Promotion Strategies to Boost Traffic
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377. How to Use IoT in Supply Chains
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378. How to Collect and Leverage Qualitative User Feedback
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379. You Can’t Scale Subscriptions on Freemium and Paid Media
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382. How Technology Profiling Helps with Lead Generation
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385. LTV in Subscription Businesses: The Problem You Should Be Aware About
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387. Running A/B Tests You Can’t Measure
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389. WTF is P-Hacking in Startups?
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391. Breaking the Perception–Reasoning Tradeoff in Vision-Language Models
<h2>The efficiency paradox that rewrites multimodal AI</h2> <p>Vision-language models face a cruel choice. Stay small and efficient, and you sacrifice reasoning capability. Scale to hundreds of billions of parameters, and you handle complex visual tasks effortlessly but burn enormous computational resources. The field has accepted this tradeoff as inevitable, like two ends of a rope you can only hold one end of at a time.</p> <p>STEP3-VL-10B breaks this assumption by asking a different question: what if the bottleneck isn't model size at all, but how the model allocates its thinking?</p> <p>A 10 billion parameter model that rivals systems 10 to 20 times larger sounds like marketing. The paper proves it's architecture. The approach combines three strategic choices made in sequence: unfrozen joint pre-training of vision and language components on 1.2 trillion multimodal tokens, over 1000 iterations of reinforcement learning that teaches the model to reason more efficiently, and a test-time reasoning method called Parallel Coordinated Reasoning that generates multiple interpretations of an image before synthesizing a final answer. The results are striking. STEP3-VL-10B reaches 92.2% on MMBench, 80.11% on MMMU, 94.43% on AIME2025, and 75.95% on MathVision, matching or exceeding models like GLM-4.6V-106B, Qwen3-VL-235B, and proprietary systems like Gemini 2.5 Pro.</p> <p>But the real insight runs deeper than benchmark numbers. This work demonstrates that reasoning ability comes from multiple sources, and parameter count is only one of them. That realization changes what's possible for efficient AI.</p> <h2>Teaching vision and language to grow up together</h2> <p>Traditional vision-language models treat perception and language as separate problems that happen to live in the same system. A frozen Perception Encoder extracts visual features. A language model interprets those features. They've never learned to understand each other.</p> <p>STEP3-VL-10B starts differently. During pre-training, both the Perception Encoder and the Qwen3-8B language decoder receive gradients simultaneously. They co-evolve across 1.2 trillion multimodal tokens. The Perception Encoder learns what patterns the language model actually cares about understanding. The language model learns what kinds of visual information matter for reasoning.</p> <p>This sounds like a small change. It's not. Consider how humans learn language and visual understanding. You don't learn to recognize objects in isolation, then separately learn to talk about them. You learn them together, each informing the other. When you learn the word "bridge," you simultaneously understand what bridges look like, why they matter structurally, and how to reason about them. That integration is what STEP3-VL-10B captures at scale.</p> <p>The scale matters too. 1.2 trillion tokens is large enough that both components can specialize meaningfully while still learning deep interdependencies. Too small, and emergent reasoning patterns never develop. Too large without the right architecture, and you're wasting compute. This number reflects the point where the two components have learned to cooperate fully.</p> <p>The foundation established during pre-training is silent and invisible in benchmarks. You won't see a paper that says "unfrozen pre-training alone gave us 2% on MMBench." But without this step, the rest of the approach doesn't work. The model needs to enter RL training already understanding vision and language as integrated domains, not after-the-fact combinations.</p> <h2>Learning to reason through structured iteration</h2> <p>Pre-training establishes foundations. Reinforcement learning teaches strategy. The paper implements what it calls RLVR (Reinforcement Learning with Vision-Reasoning), running over 1000 iterations where the model generates multiple candidate reasoning chains for visual problems, receives rewards based on reasoning quality and correctness, and updates its weights to prefer better patterns.</p> <p>What happens during this process is revealing. Figure 2 shows two curves that initially seem contradictory. The reward curve climbs steadily without saturating, indicating the model keeps finding room for improvement. Simultaneously, the average number of tokens generated initially spikes then decreases back toward baseline levels. This isn't a sign of failure or saturation. It's the opposite. The model is learning to reason more efficiently, achieving the same quality of reasoning in fewer tokens.</p> <p><a href="https://arxiv.org/html/2601.09668/x4.png"><img src="https://arxiv.org/html/2601.09668/x4.png" alt="Performance trends showing reward increasing while token count decreases" /></a><br/><em>Performance trends showing reward increasing while token count decreases</em></p> <p><em>RLVR dynamics: reward continuously improves (left) while the model learns to reason more concisely, reducing rollout tokens after initial exploration (right).</em></p> <p>This pattern indicates genuine learning, not mere memorization or output inflation. The model isn't cheating by making longer outputs to seem smarter. It's developing better internal representations of visual reasoning. Early RL iterations teach basic structured thinking. Later iterations refine edge cases and teach multi-step integration across multiple hypotheses.</p> <p>Figure 3 tracks this progress on representative benchmarks. Metrics on reasoning tasks (the kind where visual hypothesis exploration matters most) and perception tasks (the kind where all models converge to similar performance) both show the same pattern: rapid initial growth followed by steady improvement that mirrors the reward dynamics.</p> <p><a href="https://arxiv.org/html/2601.09668/x5.png"><img src="https://arxiv.org/html/2601.09668/x5.png" alt="Benchmark performance over RL iterations" /></a><br/><em>Benchmark performance over RL iterations</em></p> <p><em>Performance gains during RLVR track reward improvements: rapid initial growth followed by steady gains, indicating sustained learning rather than saturation.</em></p> <p>The convergence between reward trends and benchmark trends confirms something important. The RL procedure isn't optimizing for gaming metrics or statistical artifacts. It's genuinely teaching the model better reasoning behavior, and that behavior transfers directly to standard benchmarks. This is crucial for believing that the approach will generalize beyond the specific tasks used during training.</p> <h2>Why test-time scaling beats parameter scaling</h2> <p>Here's where the conceptual breakthrough becomes concrete. Instead of scaling the model by making it larger, STEP3-VL-10B scales it at inference time through Parallel Coordinated Reasoning.</p> <p>The mechanism is elegant. For a complex visual reasoning task, the model doesn't generate one answer. It generates multiple competing interpretations of the visual input. For a diagram, it might ask: what if the key relationship is spatial? What if it's conceptual? What if these elements are functionally connected rather than physically arranged? Each interpretation proceeds through independent reasoning chains. Then the model synthesizes across these chains, considering how different interpretations support or contradict each other, arriving at a final answer that integrates multiple hypotheses.</p> <p>The term "Parallel Coordinated" captures both elements. The reasoning chains run in parallel, making efficient use of compute. But they coordinate, with the model tracking how different interpretations relate to each other. The final answer emerges from synthesis, not from selecting the loudest individual chain.</p> <p>Figure 1 illustrates the consequence. STEP3-VL-10B bridges a gap that previous models couldn't cross. On pure perception tasks, where extracting visual information is straightforward, all models converge to similar performance. The curve flattens. But on complex reasoning tasks, where multiple interpretations are possible and need reconciliation, larger models normally pull away dramatically. STEP3-VL-10B with PaCoRe doesn't follow that pattern. Its performance on reasoning tasks rises alongside the perception baseline, breaking the historical correlation between reasoning difficulty and model size.</p> <p><a href="https://arxiv.org/html/2601.09668/x3.png"><img src="https://arxiv.org/html/2601.09668/x3.png" alt="Comparison showing Step3-VL-10B bridging perception and reasoning gaps" /></a><br/><em>Comparison showing Step3-VL-10B bridging perception and reasoning gaps</em></p> <p><em>STEP3-VL-10B with PaCoRe achieves frontier performance on both perception and reasoning tasks, bridging the traditional efficiency-capability gap.</em></p> <p>This test-time scaling trades compute at inference for parameters in training. For many real-world applications, this is a profound advantage. You're spending inference tokens (generated at runtime) instead of training-time parameters. A batch processing system can spend more compute on a single request to get better accuracy. An interactive system can dial down test-time reasoning if latency becomes critical. An on-device application gets a model 10x smaller than the alternative while maintaining comparable reasoning capability. The flexibility is as valuable as the benchmark numbers.</p> <p>This approach connects to broader work on test-time scaling across the field. OpenAI's o1 model and Anthropic's extended thinking both explore similar territory for language reasoning. STEP3-VL-10B demonstrates that the principle isn't language-specific. Multimodal systems can benefit equally from allocating more compute to test-time reasoning, particularly when visual interpretation ambiguity is involved.</p> <h2>Where the model actually excels</h2> <p>The benchmark results reveal something important: the approach's strengths are concentrated where reasoning matters most.</p> <p>On MMBench (92.2%) and MMMU (80.11%), STEP3-VL-10B performs competitively but not dramatically ahead of the largest models. These benchmarks test perception and basic understanding. Multiple visual interpretations don't help much when the task is straightforward pattern recognition. The model shines on tasks where it needs to explore hypotheses.</p> <p>Look at AIME2025 (94.43%), a competition mathematics benchmark that requires integrating visual information, problem setup, and multi-step reasoning. The model doesn't just extract numbers from diagrams; it interprets spatial relationships, reasons through constraints, and verifies answers against the original problem. MathVision (75.95%), focused specifically on visual mathematics and geometry, shows similar strength. These tasks demand the kind of hypothesis exploration that PaCoRe provides.</p> <p>The split between perception and reasoning isn't accidental. It reveals the architecture's actual operating principle. When visual tasks are straightforward, you don't need multiple interpretations. When they require reasoning through ambiguity or multi-step inference, exploring alternative interpretations becomes powerful. The model learned to allocate its test-time reasoning where it's most valuable.</p> <p>This specificity matters for practitioners considering deployment. STEP3-VL-10B is exceptional for applications with complex visual reasoning: mathematics and geometry, engineering diagram analysis, scientific image interpretation, medical imaging in domains requiring reasoning about relationships rather than classification. For tasks where perception dominates and reasoning is minimal, a smaller model might suffice.</p> <h2>What the approach can't do (yet)</h2> <p>Every elegant solution has boundaries. Understanding them prevents misuse and clarifies where different approaches remain necessary.</p> <p>Latency becomes a constraint when test-time reasoning is needed. Parallel Coordinated Reasoning works by generating multiple reasoning paths. A system requiring sub-100-millisecond response times can't afford this exploration. Real-time interactive applications, mobile interfaces with strict latency budgets, and streaming systems where decisions must be made instantly need different architectures or models optimized for speed over reasoning quality.</p> <p>The language backbone, borrowed from Qwen3-8B, becomes a limitation for tasks with minimal visual content or requiring extensive reasoning over pure language. A problem involving a single small diagram and 50 pages of text might not benefit from STEP3-VL-10B's strengths. Large language models with stronger language modeling components would perform better. The model was optimized for vision-language integration, not language-heavy tasks.</p> <p>Domain specialization matters too. The training emphasized visual reasoning across diverse domains. Specialized fields requiring deeply specific language knowledge (legal document understanding with minimal images, scientific text with citation-heavy reasoning, domain-specific jargon) might see better results from models trained specifically for those domains. STEP3-VL-10B's strength is breadth; specialized applications might trade some breadth for depth elsewhere.</p> <p>These limitations aren't failures. They're the natural boundaries of an approach optimized for specific tradeoffs. A smaller, faster model for latency-critical applications. A larger language backbone for language-heavy reasoning. These coexist with STEP3-VL-10B in a broader toolkit rather than being replaced by it.</p> <h2>The research reproducibility layer</h2> <p>The paper releases the full model suite open-source. This is more than a nice addition to the research narrative; it's a statement about how knowledge should move in fast-moving fields.</p> <p>Open release means researchers can use STEP3-VL-10B directly, fine-tune it for specific domains, and study what actually drives its performance rather than inferring from published claims. Training details sufficient for reproduction are included, though not every step-by-step training configuration. The benchmark evaluation procedures are documented clearly enough that future work can claim improvements with confidence rather than uncertainty about whether they used the same setup.</p> <p>This matters because multimodal AI is moving fast. When models are proprietary and benchmarked behind those companies' methodologies, research gets gated. One group's research direction becomes the constraint for a thousand other researchers trying to build on it. Open models and reproducible baselines accelerate progress across the field. They also build trust in claims. When someone says "our new method beats STEP3-VL-10B," the community can verify whether that's true, whether they're testing the same way, and whether the comparison is fair.</p> <p>The release also matters for practitioners. A frontier-performing open model at 10 billion parameters is genuinely valuable for on-device inference, cost-effective deployment, and experimentation in resource-constrained settings. Organizations can use this as a baseline, fine-tune it for their domains, and maintain control over their systems rather than relying on proprietary APIs.</p> <h2>Reframing how multimodal AI scales</h2> <p>STEP3-VL-10B is a specific model. It's also a proof of concept that challenges how the field thinks about scaling multimodal systems.</p> <p>The traditional frame went like this: larger model equals smarter model, so efficiency means making models smaller while accepting capability reductions. The new frame this work enables is more nuanced. Reasoning capability comes from four sources: parameter count, pre-training scale, post-training refinement through RL, and test-time compute allocation. The optimal mix depends on the application. A research system where latency doesn't matter might push hard on test-time compute. A mobile application might minimize both parameter count and test-time reasoning. An on-device system might increase parameter count slightly to reduce test-time overhead.</p> <p>This shift isn't theoretical. Major AI labs are already exploring test-time scaling for language reasoning. OpenAI's o1 model represents a massive commitment to test-time compute. Anthropic's extended thinking explores similar scaling. STEP3-VL-10B shows this principle works equally well for multimodal systems, where visual ambiguity and interpretation complexity create natural opportunities for hypothesis exploration.</p> <p>The practical implications cascade outward. Future multimodal systems might look less like "bigger models" and more like "smarter inference procedures." A 10 billion parameter model becomes competitive with 100 billion parameter models through better reasoning allocation, not through different training data or longer training. This opens possibilities for cost-effective scaling, edge deployment that maintains frontier reasoning capability, and flexible systems where you can trade inference cost for quality per request.</p> <p>The field is learning that the frontier of multimodal AI doesn't need to be a frontier of model size. It can be a frontier of architectural innovation, test-time reasoning, and thoughtful resource allocation. STEP3-VL-10B demonstrates that this isn't a small efficiency gain at the margins. It's a fundamental rethinking of how to build capable systems that competes directly with massive parameter-scaling approaches.</p>
<hr/><p><strong>Original post:</strong> <a href="https://www.aimodels.fyi/papers/arxiv/step3-vl-10b-technical-report?utm_source=hackernoon&utm_medium=referral">Read on AIModels.fyi</a></p>
392. Subscription Revenue Playbook, Part 4: Trials and Paywalls
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399. Should You Raise Your Prices? When to Do So and How
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